From 3999e65a979a4f247eed8300a71594457cfe18eb Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Sat, 9 Aug 2025 09:24:35 -0700
Subject: [PATCH 01/32] docs update

---
 docs/my-website/release_notes/v1.74.15-stable/index.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/my-website/release_notes/v1.74.15-stable/index.md b/docs/my-website/release_notes/v1.74.15-stable/index.md
index 4fbb76bdbc..dd748f18ff 100644
--- a/docs/my-website/release_notes/v1.74.15-stable/index.md
+++ b/docs/my-website/release_notes/v1.74.15-stable/index.md
@@ -1,5 +1,5 @@
 ---
-title: "[Pre-Release] v1.74.15-stable"
+title: "v1.74.15-stable"
 slug: "v1-74-15"
 date: 2025-08-02T10:00:00
 authors:
@@ -28,14 +28,14 @@ import TabItem from '@theme/TabItem';
 docker run \
 -e STORE_MODEL_IN_DB=True \
 -p 4000:4000 \
-ghcr.io/berriai/litellm:1.74.15.rc.1
+ghcr.io/berriai/litellm:v1.74.15-stable
 ```
 </TabItem>
 
 <TabItem value="pip" label="Pip">
 
 ``` showLineNumbers title="pip install litellm"
-pip install litellm==1.74.15.post1
+pip install litellm==1.74.15.post2
 ```
 
 </TabItem>

From 94c33200a447973f63213cf81cd0c5889190652c Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Sat, 9 Aug 2025 09:39:16 -0700
Subject: [PATCH 02/32] docs - native prompt mgmt (#13463)

---
 .../docs/proxy/native_litellm_prompt.md       | 158 ++++++++++++++++++
 .../docs/proxy/prompt_management.md           |   1 +
 docs/my-website/sidebars.js                   |   1 +
 3 files changed, 160 insertions(+)
 create mode 100644 docs/my-website/docs/proxy/native_litellm_prompt.md

diff --git a/docs/my-website/docs/proxy/native_litellm_prompt.md b/docs/my-website/docs/proxy/native_litellm_prompt.md
new file mode 100644
index 0000000000..0dbdf438d5
--- /dev/null
+++ b/docs/my-website/docs/proxy/native_litellm_prompt.md
@@ -0,0 +1,158 @@
+# LiteLLM Prompt Management (GitOps)
+
+Store prompts as `.prompt` files in your repository and use them directly with LiteLLM. No external services required.
+
+### Quick Start
+
+<Tabs>
+
+<TabItem value="sdk" label="SDK">
+
+**1. Create a .prompt file**
+
+Create `prompts/hello.prompt`:
+
+```yaml
+---
+model: gpt-4
+temperature: 0.7
+---
+System: You are a helpful assistant.
+
+User: {{user_message}}
+```
+
+**2. Use with LiteLLM**
+
+```python
+import litellm
+
+# Set the global prompt directory
+litellm.global_prompt_directory = "prompts/"
+
+response = litellm.completion(
+    model="dotprompt/gpt-4",
+    prompt_id="hello",
+    prompt_variables={"user_message": "What is the capital of France?"}
+)
+```
+
+</TabItem>
+<TabItem value="proxy" label="PROXY">
+
+**1. Create a .prompt file**
+
+Create `prompts/hello.prompt`:
+
+```yaml
+---
+model: gpt-4
+temperature: 0.7
+---
+System: You are a helpful assistant.
+
+User: {{user_message}}
+```
+
+**2. Setup config.yaml**
+
+```yaml
+model_list:
+  - model_name: my-dotprompt-model
+    litellm_params:
+      model: dotprompt/gpt-4
+      prompt_id: "hello"
+      api_key: os.environ/OPENAI_API_KEY
+
+litellm_settings:
+  global_prompt_directory: "./prompts"
+```
+
+**3. Start the proxy**
+
+```bash
+litellm --config config.yaml --detailed_debug
+```
+
+**4. Test it!**
+
+```bash
+curl -L -X POST 'http://0.0.0.0:4000/v1/chat/completions' \
+-H 'Content-Type: application/json' \
+-H 'Authorization: Bearer sk-1234' \
+-d '{
+    "model": "my-dotprompt-model",
+    "messages": [{"role": "user", "content": "IGNORED"}],
+    "prompt_variables": {
+        "user_message": "What is the capital of France?"
+    }
+}'
+```
+
+</TabItem>
+</Tabs>
+
+### .prompt File Format
+
+`.prompt` files use YAML frontmatter for metadata and support Jinja2 templating:
+
+```yaml
+---
+model: gpt-4                    # Model to use
+temperature: 0.7                # Optional parameters
+max_tokens: 1000
+input:
+  schema:
+    user_message: string        # Input validation (optional)
+---
+System: You are a helpful {{role}} assistant.
+
+User: {{user_message}}
+```
+
+### Advanced Features
+
+**Multi-role conversations:**
+
+```yaml
+---
+model: gpt-4
+temperature: 0.3
+---
+System: You are a helpful coding assistant.
+
+User: {{user_question}}
+```
+
+**Dynamic model selection:**
+
+```yaml
+---
+model: "{{preferred_model}}"  # Model can be a variable
+temperature: 0.7
+---
+System: You are a helpful assistant specialized in {{domain}}.
+
+User: {{user_message}}
+```
+
+### API Reference
+
+For dotprompt integration, use these parameters:
+
+```
+model: dotprompt/<base_model>     # required (e.g., dotprompt/gpt-4)
+prompt_id: str                    # required - the .prompt filename without extension
+prompt_variables: Optional[dict]  # optional - variables for template rendering
+```
+
+**Example API call:**
+
+```python
+response = litellm.completion(
+    model="dotprompt/gpt-4",
+    prompt_id="hello",
+    prompt_variables={"user_message": "Hello world"},
+    messages=[{"role": "user", "content": "This will be ignored"}]
+)
+```
diff --git a/docs/my-website/docs/proxy/prompt_management.md b/docs/my-website/docs/proxy/prompt_management.md
index fc35fc5ef3..5a52c8c6c0 100644
--- a/docs/my-website/docs/proxy/prompt_management.md
+++ b/docs/my-website/docs/proxy/prompt_management.md
@@ -8,6 +8,7 @@ Run experiments or change the specific model (e.g. from gpt-4o to gpt4o-mini fin
 
 | Supported Integrations | Link |
 |------------------------|------|
+| Native LiteLLM GitOps (.prompt files) | [Get Started](native_litellm_prompt) |
 | Langfuse               | [Get Started](https://langfuse.com/docs/prompts/get-started) |
 | Humanloop              | [Get Started](../observability/humanloop) |
 
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index bffa8a91b6..14dc2a6252 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -65,6 +65,7 @@ const sidebars = {
       label: "[Beta] Prompt Management",
       items: [
         "proxy/prompt_management",
+        "proxy/native_litellm_prompt",
         "proxy/custom_prompt_management"
       ].sort()
     },

From ee40db7b31b5934d63f30dcae29319292c881056 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Sat, 9 Aug 2025 09:46:31 -0700
Subject: [PATCH 03/32] docs native litellm prompts

---
 docs/my-website/docs/proxy/native_litellm_prompt.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/docs/my-website/docs/proxy/native_litellm_prompt.md b/docs/my-website/docs/proxy/native_litellm_prompt.md
index 0dbdf438d5..1e1df999db 100644
--- a/docs/my-website/docs/proxy/native_litellm_prompt.md
+++ b/docs/my-website/docs/proxy/native_litellm_prompt.md
@@ -1,8 +1,12 @@
+import Image from '@theme/IdealImage';
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
 # LiteLLM Prompt Management (GitOps)
 
 Store prompts as `.prompt` files in your repository and use them directly with LiteLLM. No external services required.
 
-### Quick Start
+## Quick Start
 
 <Tabs>
 

From 825ea65b96817d0cf8bac3114792eb8a06b5c8fa Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Sat, 9 Aug 2025 11:20:34 -0700
Subject: [PATCH 04/32] [Bug Fix] Responses API - Responses API failed if input
 containing ResponseReasoningItem (#13465)

* add test_responses_api_multi_turn_with_reasoning_and_structured_output

* fix transform_responses_api_request
---
 .../llms/openai/responses/transformation.py   | 26 ++++-
 .../base_responses_api.py                     | 94 +++++++++++++++++++
 .../test_openai_responses_api.py              |  4 +
 3 files changed, 123 insertions(+), 1 deletion(-)

diff --git a/litellm/llms/openai/responses/transformation.py b/litellm/llms/openai/responses/transformation.py
index 12814286f6..501941fdc5 100644
--- a/litellm/llms/openai/responses/transformation.py
+++ b/litellm/llms/openai/responses/transformation.py
@@ -1,6 +1,7 @@
 from typing import TYPE_CHECKING, Any, Dict, Optional, Union, cast
 
 import httpx
+from pydantic import BaseModel
 
 import litellm
 from litellm._logging import verbose_logger
@@ -75,12 +76,35 @@ class OpenAIResponsesAPIConfig(BaseResponsesAPIConfig):
         headers: dict,
     ) -> Dict:
         """No transform applied since inputs are in OpenAI spec already"""
-        return dict(
+
+        input = self._validate_input_param(input)
+        final_request_params = dict(
             ResponsesAPIRequestParams(
                 model=model, input=input, **response_api_optional_request_params
             )
         )
 
+        return final_request_params
+    
+    def _validate_input_param(self, input: Union[str, ResponseInputParam]) -> Union[str, ResponseInputParam]:
+        """
+        Ensure all input fields if pydantic are converted to dict
+
+        OpenAI API Fails when we try to JSON dumps specific input pydantic fields.
+        This function ensures all input fields are converted to dict.
+        """
+        if isinstance(input, list):
+            validated_input = []
+            for item in input:
+                # if it's pydantic, convert to dict
+                if isinstance(item, BaseModel):
+                    validated_input.append(item.model_dump(exclude_none=True))
+                else:
+                    validated_input.append(item)
+            return validated_input
+        # Input is expected to be either str or List, no single BaseModel expected
+        return input
+
     def transform_response_api_response(
         self,
         model: str,
diff --git a/tests/llm_responses_api_testing/base_responses_api.py b/tests/llm_responses_api_testing/base_responses_api.py
index a4ee9a8835..bf15e44879 100644
--- a/tests/llm_responses_api_testing/base_responses_api.py
+++ b/tests/llm_responses_api_testing/base_responses_api.py
@@ -112,6 +112,10 @@ class BaseResponsesAPITest(ABC):
         """Must return the base completion call args"""
         pass
 
+    def get_base_completion_reasoning_call_args(self) -> dict:
+        """Must return the base completion reasoning call args"""
+        return None
+
 
     @pytest.mark.parametrize("sync_mode", [True, False])
     @pytest.mark.asyncio
@@ -440,3 +444,93 @@ class BaseResponsesAPITest(ABC):
         assert response is not None
         assert "output" in response
         assert len(response["output"]) > 0
+    
+    @pytest.mark.asyncio
+    async def test_responses_api_multi_turn_with_reasoning_and_structured_output(self):
+        """
+        Test multi-turn conversation with reasoning, structured output, and tool calls.
+        
+        This test validates:
+        - First call: Model uses reasoning to process a question and makes a tool call
+        - Tool call handling: Function call output is properly processed 
+        - Second call: Model produces structured output incorporating tool results
+        - Structured output: Response conforms to defined Pydantic model schema
+        """
+        from pydantic import BaseModel
+        
+        litellm._turn_on_debug()
+        litellm.set_verbose = True
+        base_completion_call_args = self.get_base_completion_reasoning_call_args()
+        if base_completion_call_args is None:
+            pytest.skip("Skipping test due to no base completion reasoning call args")
+        
+        # Define tools for the conversation
+        tools = [{"type": "function", "name": "get_today"}]
+        
+        # Define structured output schema
+        class Output(BaseModel):
+            today: str
+            number_of_r: str
+        
+        # Initial conversation input
+        input_messages = [
+            {
+                "role": "user", 
+                "content": "How many r in strrawberrry? While you're thinking, you should call tool get_today. Then you output the today and number of r",
+            }
+        ]
+        
+
+        # First call - should trigger reasoning and tool call
+        response = await litellm.aresponses(
+            input=input_messages,
+            tools=tools,
+            reasoning={"effort": "low", "summary": "detailed"},
+            text_format=Output,
+            **base_completion_call_args
+        )
+
+        print("First call output:")
+        print(json.dumps(response.output, indent=4, default=str))
+        
+        # Validate first response structure
+        validate_responses_api_response(response, final_chunk=True)
+        assert response.output is not None
+        assert len(response.output) > 0
+        
+        # Extend input with first response output
+        input_messages.extend(response.output)
+        
+        # Process any tool calls and add function outputs
+        function_outputs = []
+        for item in response.output:
+            if hasattr(item, 'type') and item.type in ["function_call", "custom_tool_call"]:
+                if hasattr(item, 'name') and item.name == "get_today":
+                    function_outputs.append({
+                        "type": "function_call_output", 
+                        "call_id": item.call_id, 
+                        "output": "2025-01-15"
+                    })
+        
+        # Add function outputs to conversation
+        input_messages.extend(function_outputs)
+        
+        print("Second call input:")
+        print(json.dumps(input_messages, indent=4, default=str))
+        
+        # Second call - should produce structured output
+        final_response = await litellm.aresponses(
+            input=input_messages,
+            tools=tools,
+            reasoning={"effort": "low", "summary": "detailed"},
+            text_format=Output,
+            **base_completion_call_args
+        )
+        
+        print("Second call output:")
+        print(json.dumps(final_response.output, indent=4, default=str))
+        
+        # Validate final response structure
+        validate_responses_api_response(final_response, final_chunk=True)
+        assert final_response.output is not None
+        assert len(final_response.output) > 0
diff --git a/tests/llm_responses_api_testing/test_openai_responses_api.py b/tests/llm_responses_api_testing/test_openai_responses_api.py
index 5cd515be23..427f779cb0 100644
--- a/tests/llm_responses_api_testing/test_openai_responses_api.py
+++ b/tests/llm_responses_api_testing/test_openai_responses_api.py
@@ -30,6 +30,10 @@ class TestOpenAIResponsesAPITest(BaseResponsesAPITest):
         return {
             "model": "openai/gpt-4o",
         }
+    def get_base_completion_reasoning_call_args(self):
+        return {
+            "model": "openai/gpt-5-mini",
+        }
 
 
 class TestCustomLogger(CustomLogger):

From eb4bd26f2490c943b6b291545c4e76e80a69816b Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Sat, 9 Aug 2025 12:52:23 -0700
Subject: [PATCH 05/32] [Bug Fix] - Get Routes  (#13466)

* fixes get_routes_for_mounted_app

* fix - use _safe_get_endpoint_name

* fix code QA check

* test_get_routes_for_mounted_app_with_static_files

* test fixes
---
 .circleci/config.yml                          |   1 +
 .github/workflows/test-litellm.yml            |   1 +
 litellm/proxy/common_utils/get_routes.py      |  25 +++-
 .../proxy/common_utils/test_get_routes.py     |  54 ++++++++
 .../proxy/test_fastapi_offline_routes.py      | 125 ++++++++++++++++++
 5 files changed, 203 insertions(+), 3 deletions(-)
 create mode 100644 tests/test_litellm/proxy/test_fastapi_offline_routes.py

diff --git a/.circleci/config.yml b/.circleci/config.yml
index bf1d33c618..a89fedc751 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -957,6 +957,7 @@ jobs:
             pip install "responses==0.25.7"
             pip install "pytest-xdist==3.6.1"
             pip install "semantic_router==0.1.10"
+            pip install "fastapi-offline==1.7.3"
       - setup_litellm_enterprise_pip
       # Run pytest and generate JUnit XML report
       - run:
diff --git a/.github/workflows/test-litellm.yml b/.github/workflows/test-litellm.yml
index 2f6e81c8ce..4ec3dcbb4c 100644
--- a/.github/workflows/test-litellm.yml
+++ b/.github/workflows/test-litellm.yml
@@ -31,6 +31,7 @@ jobs:
         poetry run pip install "pytest-retry==1.6.3"
         poetry run pip install pytest-xdist
         poetry run pip install "google-genai==1.22.0"
+        poetry run pip install "fastapi-offline==1.7.3"
     - name: Setup litellm-enterprise as local package
       run: |
         cd enterprise
diff --git a/litellm/proxy/common_utils/get_routes.py b/litellm/proxy/common_utils/get_routes.py
index 19465675c1..bf3773037e 100644
--- a/litellm/proxy/common_utils/get_routes.py
+++ b/litellm/proxy/common_utils/get_routes.py
@@ -2,10 +2,12 @@
 Utility class for getting routes from a FastAPI app.
 """
 
-from typing import Any, Dict, List
+from typing import Any, Dict, List, Optional
 
 from starlette.routing import BaseRoute
 
+from litellm._logging import verbose_logger
+
 
 class GetRoutes:
     @staticmethod
@@ -53,8 +55,25 @@ class GetRoutes:
                         "path": full_path,
                         "methods": getattr(sub_route, "methods", ["GET", "POST"]),
                         "name": getattr(sub_route, "name", None),
-                        "endpoint": endpoint_func.__name__ if callable(endpoint_func) else None,
+                        "endpoint": GetRoutes._safe_get_endpoint_name(endpoint_func),
                         "mounted_app": True,
                     }
                     routes.append(route_info)
-        return routes
\ No newline at end of file
+        return routes
+    
+
+    @staticmethod
+    def _safe_get_endpoint_name(endpoint_function: Any) -> Optional[str]:
+        """
+        Safely get the name of the endpoint function.
+        """
+        try:
+            if hasattr(endpoint_function, '__name__'):
+                return getattr(endpoint_function, '__name__')
+            elif hasattr(endpoint_function, '__class__') and hasattr(endpoint_function.__class__, '__name__'):
+                return getattr(endpoint_function.__class__, '__name__')
+            else:
+                return None
+        except Exception:
+            verbose_logger.exception(f"Error getting endpoint name for route: {endpoint_function}")
+            return None
\ No newline at end of file
diff --git a/tests/test_litellm/proxy/common_utils/test_get_routes.py b/tests/test_litellm/proxy/common_utils/test_get_routes.py
index 48eadffe2e..210e044e75 100644
--- a/tests/test_litellm/proxy/common_utils/test_get_routes.py
+++ b/tests/test_litellm/proxy/common_utils/test_get_routes.py
@@ -166,3 +166,57 @@ class TestGetRoutes:
         assert mount_route["endpoint"] == "handle_streamable_http_mcp"
         assert mount_route["mounted_app"] is True
 
+    def test_get_routes_for_mounted_app_with_static_files(self):
+        """
+        Test getting routes for mounted app with StaticFiles object (reproduces AttributeError bug).
+        
+        This test reproduces the exact stacktrace scenario:
+        AttributeError: 'StaticFiles' object has no attribute '__name__'. Did you mean: '__ne__'?
+        
+        The original bug occurred when the code tried to access endpoint_func.__name__ 
+        directly on a StaticFiles object. The fix uses _safe_get_endpoint_name() which 
+        gracefully handles objects without __name__ by falling back to class name.
+        """
+        # Mock the main mount route (e.g., /ui)
+        mock_mount_route = Mock()
+        mock_mount_route.path = "/ui"
+        
+        # Mock sub-app with routes
+        mock_sub_app = Mock()
+        mock_sub_app.routes = []
+        
+        # Create a mock StaticFiles route (this is the problematic case)
+        mock_static_route = Mock(spec=['path', 'name', 'endpoint', 'app'])
+        mock_static_route.path = ""
+        mock_static_route.name = "ui"
+        mock_static_route.endpoint = None
+        
+        # Mock StaticFiles object - this is the key part that caused the AttributeError
+        # Real StaticFiles objects don't have __name__ attribute
+        # Create a mock that simulates StaticFiles behavior (no __name__ attribute)
+        class StaticFiles:
+            """Mock class that simulates real StaticFiles without __name__ attribute"""
+            pass
+        
+        mock_static_files = StaticFiles()
+        # Verify no __name__ attribute exists on the instance (reproduces bug condition)
+        assert not hasattr(mock_static_files, '__name__')
+        
+        mock_static_route.app = mock_static_files
+        
+        mock_sub_app.routes.append(mock_static_route)
+        mock_mount_route.app = mock_sub_app
+        
+        # This should NOT raise AttributeError thanks to _safe_get_endpoint_name
+        # In the old code, this would fail with: 'StaticFiles' object has no attribute '__name__'
+        result = GetRoutes.get_routes_for_mounted_app(mock_mount_route)
+        
+        # Should handle StaticFiles gracefully without throwing AttributeError
+        assert len(result) == 1
+        assert result[0]["path"] == "/ui"
+        assert result[0]["methods"] == ["GET", "POST"]  # Default methods
+        assert result[0]["name"] == "ui"
+        # Should fall back to class name since instance doesn't have __name__ attribute
+        assert result[0]["endpoint"] == "StaticFiles"  # Falls back to class name
+        assert result[0]["mounted_app"] is True
+
diff --git a/tests/test_litellm/proxy/test_fastapi_offline_routes.py b/tests/test_litellm/proxy/test_fastapi_offline_routes.py
new file mode 100644
index 0000000000..71d26ad3dd
--- /dev/null
+++ b/tests/test_litellm/proxy/test_fastapi_offline_routes.py
@@ -0,0 +1,125 @@
+"""
+Unit test for testing /routes endpoint with FastAPIOffline app initialization.
+
+This test verifies that the /routes endpoint works correctly when the proxy 
+server is initialized using FastAPIOffline instead of regular FastAPI.
+"""
+
+import os
+import sys
+
+sys.path.insert(
+    0, os.path.abspath("../../..")
+)  # Adds the parent directory to the system path
+
+import pytest
+from fastapi.testclient import TestClient
+from fastapi_offline import FastAPIOffline
+
+
+class TestFastAPIOfflineRoutes:
+    """Test that /routes endpoint works with FastAPIOffline app initialization."""
+    
+    def test_routes_endpoint_with_fastapi_offline(self):
+        """
+        Test that /routes endpoint responds correctly when using FastAPIOffline.
+        
+        This test verifies that when the proxy server app is initialized using 
+        FastAPIOffline instead of regular FastAPI, the /routes endpoint still 
+        functions properly without throwing the StaticFiles AttributeError.
+        """
+        from litellm.proxy.proxy_server import router
+
+        # Initialize app using FastAPIOffline instead of regular FastAPI
+        app = FastAPIOffline()
+        
+        # Add a simple root endpoint to verify app is working
+        @app.get("/")
+        async def root():
+            return {"message": "Hello World"}
+        
+        # Include the litellm proxy router which contains the /routes endpoint
+        app.include_router(router)
+        
+        # Create test client
+        client = TestClient(app)
+        
+        # Test the root endpoint first to ensure app is working
+        response = client.get("/")
+        assert response.status_code == 200
+        assert response.json() == {"message": "Hello World"}
+        
+        # Test the /routes endpoint - this should not fail even with FastAPIOffline
+        # The important part is that it doesn't fail with the StaticFiles AttributeError
+        response = client.get("/routes")
+        
+        # Print response for debugging
+        print(f"Response status: {response.status_code}")
+        print(f"Response content: {response.text}")
+        
+        # The key test: we should NOT get a 500 (Internal Server Error)
+        # which would indicate the StaticFiles AttributeError bug
+        assert response.status_code != 500, f"Got 500 error: {response.text}"
+        
+        # We accept either 200 (success) or 401 (auth required) - both are valid
+        assert response.status_code in [200, 401], f"Unexpected status: {response.status_code}"
+        
+        if response.status_code == 200:
+            # If successful, verify it has the expected structure
+            response_json = response.json()
+            assert "routes" in response_json
+            assert isinstance(response_json["routes"], list)
+            print("✓ /routes endpoint returns valid routes data with FastAPIOffline")
+        else:
+            # If auth fails, ensure it's a proper JSON error response
+            response_json = response.json()
+            assert "detail" in response_json
+            print("✓ /routes endpoint handles auth properly with FastAPIOffline")
+        
+        # If we get here without any AttributeError exceptions, the fix is working
+        print("✓ /routes endpoint handles FastAPIOffline initialization correctly")
+
+    def test_routes_endpoint_with_auth_token_fastapi_offline(self):
+        """
+        Test /routes endpoint with auth token using FastAPIOffline.
+        
+        This test provides a mock auth token to actually test the routes response.
+        """
+        from unittest.mock import patch
+
+        from litellm.proxy.proxy_server import router
+
+        # Initialize app using FastAPIOffline
+        app = FastAPIOffline()
+        
+        @app.get("/")
+        async def root():
+            return {"message": "Hello World"}
+        
+        app.include_router(router)
+        client = TestClient(app)
+        
+        # Mock the authentication to bypass the auth requirement
+        with patch('litellm.proxy.auth.user_api_key_auth.user_api_key_auth') as mock_auth:
+            # Configure mock to return a successful auth response
+            mock_auth.return_value = {"user_id": "test_user", "api_key": "test_key"}
+            
+            # Test with Authorization header
+            headers = {"Authorization": "Bearer sk-test-token"}
+            response = client.get("/routes", headers=headers)
+            
+            # If authentication is properly mocked, we should get a 200 response
+            # If not, we might get 401, but we should NOT get 500 (AttributeError)
+            assert response.status_code in [200, 401], f"Unexpected status code: {response.status_code}"
+            
+            if response.status_code == 200:
+                # If we get a successful response, verify it has the expected structure
+                response_json = response.json()
+                assert "routes" in response_json
+                assert isinstance(response_json["routes"], list)
+                print("✓ /routes endpoint returns valid response with FastAPIOffline")
+            else:
+                # Even if auth fails, ensure it's a proper JSON error response
+                response_json = response.json()
+                assert "detail" in response_json
+                print("✓ /routes endpoint handles auth properly with FastAPIOffline")
\ No newline at end of file

From 6184e898b722d484e25621330d9a5d9ff5294800 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Sat, 9 Aug 2025 12:59:09 -0700
Subject: [PATCH 06/32] Generate unique IDs for litellm_call_id and function_id
 using UUID (#13468)

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: ishaan <ishaan@berri.ai>
---
 litellm/main.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/litellm/main.py b/litellm/main.py
index b18914a6cc..124652fcb5 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -5514,9 +5514,9 @@ async def ahealth_check(
         messages=[],
         stream=False,
         call_type="acompletion",
-        litellm_call_id="1234",
+        litellm_call_id=str(uuid.uuid4()),
         start_time=datetime.datetime.now(),
-        function_id="1234",
+        function_id=str(uuid.uuid4()),
         log_raw_request_response=True,
     )
     model_params["litellm_logging_obj"] = litellm_logging_obj

From 10a1fe21c59fbfec788ce53bdaee2edb806894f6 Mon Sep 17 00:00:00 2001
From: "Jugal D. Bhatt" <55304795+jugaldb@users.noreply.github.com>
Date: Sat, 9 Aug 2025 13:52:45 -0700
Subject: [PATCH 07/32] [LLM Translation] Litellm azure o series drop params
 (#13353)

* added route check

* fix ruff

* Added support for dropping o_series params

* Added ruff fix

* fix tests
---
 litellm/__init__.py                           |   1 +
 litellm/llms/azure/common_utils.py            |   5 +
 .../responses/o_series_transformation.py      |  93 +++++++++
 litellm/utils.py                              |   6 +-
 .../response/test_azure_transformation.py     | 195 +++++++++++++++---
 tests/test_litellm/proxy/test_proxy_server.py |   4 +-
 6 files changed, 267 insertions(+), 37 deletions(-)
 create mode 100644 litellm/llms/azure/responses/o_series_transformation.py

diff --git a/litellm/__init__.py b/litellm/__init__.py
index f7e1fb8f24..bb53fd3a4d 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -1134,6 +1134,7 @@ from .llms.azure_ai.chat.transformation import AzureAIStudioConfig
 from .llms.mistral.chat.transformation import MistralConfig
 from .llms.openai.responses.transformation import OpenAIResponsesAPIConfig
 from .llms.azure.responses.transformation import AzureOpenAIResponsesAPIConfig
+from .llms.azure.responses.o_series_transformation import AzureOpenAIOSeriesResponsesAPIConfig
 from .llms.openai.chat.o_series_transformation import (
     OpenAIOSeriesConfig as OpenAIO1Config,  # maintain backwards compatibility
     OpenAIOSeriesConfig,
diff --git a/litellm/llms/azure/common_utils.py b/litellm/llms/azure/common_utils.py
index 0ed4627908..94abd2f814 100644
--- a/litellm/llms/azure/common_utils.py
+++ b/litellm/llms/azure/common_utils.py
@@ -662,6 +662,11 @@ class BaseAzureLLM(BaseOpenAILLM):
         headers: dict,  litellm_params: Optional[GenericLiteLLMParams]
     ) -> dict:
         litellm_params = litellm_params or GenericLiteLLMParams()
+        
+        # If api-key is already in headers, preserve it
+        if "api-key" in headers:
+            return headers
+            
         api_key = (
             litellm_params.api_key
             or litellm.api_key
diff --git a/litellm/llms/azure/responses/o_series_transformation.py b/litellm/llms/azure/responses/o_series_transformation.py
new file mode 100644
index 0000000000..a0b2ef1630
--- /dev/null
+++ b/litellm/llms/azure/responses/o_series_transformation.py
@@ -0,0 +1,93 @@
+"""
+Support for Azure OpenAI O-series models (o1, o3, etc.) in Responses API
+
+https://platform.openai.com/docs/guides/reasoning
+
+Translations handled by LiteLLM:
+- temperature => drop param (if user opts in to dropping param)
+- Other parameters follow base Azure OpenAI Responses API behavior
+"""
+
+from typing import TYPE_CHECKING, Any, Dict
+
+from litellm._logging import verbose_logger
+from litellm.types.llms.openai import ResponsesAPIOptionalRequestParams
+from litellm.utils import supports_reasoning
+
+from .transformation import AzureOpenAIResponsesAPIConfig
+
+if TYPE_CHECKING:
+    from litellm.litellm_core_utils.litellm_logging import Logging as _LiteLLMLoggingObj
+
+    LiteLLMLoggingObj = _LiteLLMLoggingObj
+else:
+    LiteLLMLoggingObj = Any
+
+
+class AzureOpenAIOSeriesResponsesAPIConfig(AzureOpenAIResponsesAPIConfig):
+    """
+    Configuration for Azure OpenAI O-series models in Responses API.
+    
+    O-series models (o1, o3, etc.) do not support the temperature parameter
+    in the responses API, so we need to drop it when drop_params is enabled.
+    """
+
+    def get_supported_openai_params(self, model: str) -> list:
+        """
+        Get supported parameters for Azure OpenAI O-series Responses API.
+        
+        O-series models don't support temperature parameter in responses API.
+        """
+        # Get the base Azure supported params
+        base_supported_params = super().get_supported_openai_params(model)
+        
+        # O-series models don't support temperature parameter in responses API
+        o_series_unsupported_params = ["temperature"]
+        
+        # Filter out unsupported parameters for O-series models
+        o_series_supported_params = [
+            param for param in base_supported_params 
+            if param not in o_series_unsupported_params
+        ]
+        
+        return o_series_supported_params
+
+    def map_openai_params(
+        self,
+        response_api_optional_params: ResponsesAPIOptionalRequestParams,
+        model: str,
+        drop_params: bool,
+    ) -> Dict:
+        """
+        Map OpenAI parameters for Azure OpenAI O-series Responses API.
+        
+        Drops temperature parameter if drop_params is True since O-series models
+        don't support temperature in the responses API.
+        """
+        mapped_params = dict(response_api_optional_params)
+        
+        # If drop_params is enabled, remove temperature parameter for O-series models
+        if drop_params and "temperature" in mapped_params:
+            verbose_logger.debug(
+                f"Dropping unsupported parameter 'temperature' for Azure OpenAI O-series responses API model {model}"
+            )
+            mapped_params.pop("temperature", None)
+            
+        return mapped_params
+
+    def is_o_series_model(self, model: str) -> bool:
+        """
+        Check if the model is an O-series model.
+        
+        Args:
+            model: The model name to check
+            
+        Returns:
+            True if it's an O-series model, False otherwise
+        """
+        # Check if model name contains o_series or if it's a known O-series model
+        if "o_series" in model.lower():
+            return True
+            
+        # Check if the model supports reasoning (which is O-series specific)
+        return supports_reasoning(model) 
\ No newline at end of file
diff --git a/litellm/utils.py b/litellm/utils.py
index 64d5f04a97..667625b68b 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -7074,7 +7074,11 @@ class ProviderConfigManager:
         if litellm.LlmProviders.OPENAI == provider:
             return litellm.OpenAIResponsesAPIConfig()
         elif litellm.LlmProviders.AZURE == provider:
-            return litellm.AzureOpenAIResponsesAPIConfig()
+            # Check if it's an O-series model
+            if model and ("o_series" in model.lower() or supports_reasoning(model)):
+                return litellm.AzureOpenAIOSeriesResponsesAPIConfig()
+            else:
+                return litellm.AzureOpenAIResponsesAPIConfig()
         return None
 
     @staticmethod
diff --git a/tests/test_litellm/llms/azure/response/test_azure_transformation.py b/tests/test_litellm/llms/azure/response/test_azure_transformation.py
index de416bcf43..51edf91b70 100644
--- a/tests/test_litellm/llms/azure/response/test_azure_transformation.py
+++ b/tests/test_litellm/llms/azure/response/test_azure_transformation.py
@@ -9,7 +9,9 @@ sys.path.insert(
 )  # Adds the parent directory to the system path
 
 from litellm.llms.azure.responses.transformation import AzureOpenAIResponsesAPIConfig
+from litellm.llms.azure.responses.o_series_transformation import AzureOpenAIOSeriesResponsesAPIConfig
 from litellm.types.router import GenericLiteLLMParams
+from litellm.types.llms.openai import ResponsesAPIOptionalRequestParams
 
 
 @pytest.mark.serial
@@ -54,47 +56,172 @@ def test_validate_environment_azure_key_within_litellm():
         assert result == expected
 
 @pytest.mark.serial
-def test_validate_environment_azure_openai_api_key_within_secret_str():
+def test_validate_environment_azure_key_within_headers():
     azure_openai_responses_apiconfig = AzureOpenAIResponsesAPIConfig()
+    headers = {"api-key": "test-api-key-from-headers"}
+    litellm_params = GenericLiteLLMParams()
 
-    with patch("litellm.api_key", None), \
-         patch("litellm.azure_key", None), \
-         patch("litellm.llms.azure.common_utils.get_secret_str") as mock_get_secret_str:
-        # Configure the mock to return "test-api-key" when called with "AZURE_OPENAI_API_KEY"
-        mock_get_secret_str.side_effect = (
-            lambda key: "test-api-key" if key == "AZURE_OPENAI_API_KEY" else None
-        )
+    result = azure_openai_responses_apiconfig.validate_environment(
+        headers=headers, model="", litellm_params=litellm_params
+    )
 
-        litellm_params = GenericLiteLLMParams()
-        result = azure_openai_responses_apiconfig.validate_environment(
-            headers={}, model="", litellm_params=litellm_params
-        )
-        expected = {"api-key": "test-api-key"}
+    expected = {"api-key": "test-api-key-from-headers"}
+
+    assert result == expected
 
-        assert result == expected
 
 @pytest.mark.serial
-def test_validate_environment_azure_api_key_within_secret_str():
+def test_get_complete_url():
+    """
+    Test the get_complete_url function
+    """
     azure_openai_responses_apiconfig = AzureOpenAIResponsesAPIConfig()
+    api_base = "https://litellm8397336933.openai.azure.com"
+    litellm_params = {"api_version": "2024-05-01-preview"}
 
-    with patch("litellm.api_key", None), \
-         patch("litellm.azure_key", None), \
-         patch("litellm.llms.azure.common_utils.get_secret_str") as mock_get_secret_str:
-        # Configure the mock to return None for "AZURE_OPENAI_API_KEY" and "test-api-key" for "AZURE_API_KEY"
-        def mock_side_effect(key):
-            if key == "AZURE_OPENAI_API_KEY":
-                return None
-            elif key == "AZURE_API_KEY":
-                return "test-api-key"
-            else:
-                return None
-        
-        mock_get_secret_str.side_effect = mock_side_effect
+    result = azure_openai_responses_apiconfig.get_complete_url(
+        api_base=api_base, litellm_params=litellm_params
+    )
 
-        litellm_params = GenericLiteLLMParams()
-        result = azure_openai_responses_apiconfig.validate_environment(
-            headers={}, model="", litellm_params=litellm_params
-        )
-        expected = {"api-key": "test-api-key"}
+    expected = "https://litellm8397336933.openai.azure.com/openai/responses?api-version=2024-05-01-preview"
 
-        assert result == expected
+    assert result == expected
+
+
+@pytest.mark.serial
+def test_azure_o_series_responses_api_supported_params():
+    """Test that Azure OpenAI O-series responses API excludes temperature from supported parameters."""
+    config = AzureOpenAIOSeriesResponsesAPIConfig()
+    supported_params = config.get_supported_openai_params("o_series/gpt-o1")
+    
+    # Temperature should not be in supported params for O-series models
+    assert "temperature" not in supported_params
+    
+    # Other parameters should still be supported
+    assert "input" in supported_params
+    assert "max_output_tokens" in supported_params
+    assert "stream" in supported_params
+    assert "top_p" in supported_params
+
+
+@pytest.mark.serial
+def test_azure_o_series_responses_api_drop_temperature_param():
+    """Test that temperature parameter is dropped when drop_params is True for O-series models."""
+    config = AzureOpenAIOSeriesResponsesAPIConfig()
+    
+    # Create request params with temperature
+    request_params = ResponsesAPIOptionalRequestParams(
+        temperature=0.7,
+        max_output_tokens=1000,
+        stream=False,
+        top_p=0.9
+    )
+    
+    # Test with drop_params=True
+    mapped_params_with_drop = config.map_openai_params(
+        response_api_optional_params=request_params,
+        model="o_series/gpt-o1",
+        drop_params=True
+    )
+    
+    # Temperature should be dropped
+    assert "temperature" not in mapped_params_with_drop
+    # Other params should remain
+    assert mapped_params_with_drop["max_output_tokens"] == 1000
+    assert mapped_params_with_drop["top_p"] == 0.9
+    
+    # Test with drop_params=False
+    mapped_params_without_drop = config.map_openai_params(
+        response_api_optional_params=request_params,
+        model="o_series/gpt-o1",
+        drop_params=False
+    )
+    
+    # Temperature should still be present when drop_params=False
+    assert mapped_params_without_drop["temperature"] == 0.7
+    assert mapped_params_without_drop["max_output_tokens"] == 1000
+    assert mapped_params_without_drop["top_p"] == 0.9
+
+
+@pytest.mark.serial
+def test_azure_o_series_responses_api_drop_params_no_temperature():
+    """Test that map_openai_params works correctly when temperature is not present for O-series models."""
+    config = AzureOpenAIOSeriesResponsesAPIConfig()
+    
+    # Create request params without temperature
+    request_params = ResponsesAPIOptionalRequestParams(
+        max_output_tokens=1000,
+        stream=False,
+        top_p=0.9
+    )
+    
+    # Should work fine even with drop_params=True
+    mapped_params = config.map_openai_params(
+        response_api_optional_params=request_params,
+        model="o_series/gpt-o1",
+        drop_params=True
+    )
+    
+    assert "temperature" not in mapped_params
+    assert mapped_params["max_output_tokens"] == 1000
+    assert mapped_params["top_p"] == 0.9
+
+
+@pytest.mark.serial
+def test_azure_regular_responses_api_supports_temperature():
+    """Test that regular Azure OpenAI responses API (non-O-series) supports temperature parameter."""
+    config = AzureOpenAIResponsesAPIConfig()
+    supported_params = config.get_supported_openai_params("gpt-4o")
+    
+    # Regular Azure models should support temperature
+    assert "temperature" in supported_params
+    
+    # Other parameters should still be supported
+    assert "input" in supported_params
+    assert "max_output_tokens" in supported_params
+    assert "stream" in supported_params
+    assert "top_p" in supported_params
+
+
+@pytest.mark.serial
+def test_o_series_model_detection():
+    """Test that the O-series configuration correctly identifies O-series models."""
+    config = AzureOpenAIOSeriesResponsesAPIConfig()
+    
+    # Test explicit o_series naming
+    assert config.is_o_series_model("o_series/gpt-o1") == True
+    assert config.is_o_series_model("azure/o_series/gpt-o3") == True
+    
+    # Test regular models
+    assert config.is_o_series_model("gpt-4o") == False
+    assert config.is_o_series_model("gpt-3.5-turbo") == False
+
+
+@pytest.mark.serial
+def test_provider_config_manager_o_series_selection():
+    """Test that ProviderConfigManager returns the correct config for O-series vs regular models."""
+    from litellm.utils import ProviderConfigManager
+    import litellm
+    
+    # Test O-series model selection
+    o_series_config = ProviderConfigManager.get_provider_responses_api_config(
+        provider=litellm.LlmProviders.AZURE,
+        model="o_series/gpt-o1"
+    )
+    assert isinstance(o_series_config, AzureOpenAIOSeriesResponsesAPIConfig)
+    
+    # Test regular model selection
+    regular_config = ProviderConfigManager.get_provider_responses_api_config(
+        provider=litellm.LlmProviders.AZURE,
+        model="gpt-4o"
+    )
+    assert isinstance(regular_config, AzureOpenAIResponsesAPIConfig)
+    assert not isinstance(regular_config, AzureOpenAIOSeriesResponsesAPIConfig)
+    
+    # Test with no model specified (should default to regular)
+    default_config = ProviderConfigManager.get_provider_responses_api_config(
+        provider=litellm.LlmProviders.AZURE,
+        model=None
+    )
+    assert isinstance(default_config, AzureOpenAIResponsesAPIConfig)
+    assert not isinstance(default_config, AzureOpenAIOSeriesResponsesAPIConfig)
diff --git a/tests/test_litellm/proxy/test_proxy_server.py b/tests/test_litellm/proxy/test_proxy_server.py
index 3e2e8fba2e..5ddd59b616 100644
--- a/tests/test_litellm/proxy/test_proxy_server.py
+++ b/tests/test_litellm/proxy/test_proxy_server.py
@@ -1117,9 +1117,9 @@ async def test_chat_completion_result_no_nested_none_values():
     )
 
     mock_model_response.choices = [mock_choice]
-    mock_model_response.usage = litellm.Usage(
+    setattr(mock_model_response, "usage", litellm.Usage(
         prompt_tokens=10, completion_tokens=5, total_tokens=15
-    )
+    ))
 
     # Verify the mock has None values before serialization
     raw_dict = mock_model_response.model_dump()

From 1270df08a4e0ad05f4109d50422c71b2041a0517 Mon Sep 17 00:00:00 2001
From: "Jugal D. Bhatt" <55304795+jugaldb@users.noreply.github.com>
Date: Sat, 9 Aug 2025 13:52:56 -0700
Subject: [PATCH 08/32] [Proxy + UI] Litellm add reload model api and button
 (#13464)

* added mcp guardrails doc in mcp.md

* add button to reload models

* Added button changes

* remove the model_reload
---
 litellm/proxy/proxy_server.py                 |  61 ++++++-
 tests/test_litellm/proxy/test_proxy_server.py | 164 ++++++++++++++++++
 .../src/components/model_dashboard.tsx        |  26 +++
 .../src/components/networking.tsx             |  21 +++
 .../src/components/price_data_reload.tsx      | 121 +++++++++++++
 5 files changed, 392 insertions(+), 1 deletion(-)
 create mode 100644 ui/litellm-dashboard/src/components/price_data_reload.tsx

diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index 76df4bbd1e..ef9ef3cb33 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -8858,7 +8858,16 @@ async def config_yaml_endpoint(config_info: ConfigYAML):
     include_in_schema=False,
     dependencies=[Depends(user_api_key_auth)],
 )
-async def get_litellm_model_cost_map():
+async def get_litellm_model_cost_map(
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
+    # Check if user is admin
+    if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN:
+        raise HTTPException(
+            status_code=403,
+            detail=f"Access denied. Admin role required. Current role: {user_api_key_dict.user_role}",
+        )
+    
     try:
         _model_cost_map = litellm.model_cost
         return _model_cost_map
@@ -8869,6 +8878,56 @@ async def get_litellm_model_cost_map():
         )
 
 
+@router.post(
+    "/reload/model_cost_map",
+    tags=["model management"],
+    dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
+)
+async def reload_model_cost_map(
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
+    """
+    ADMIN ONLY / MASTER KEY Only Endpoint
+    
+    Manually reload the model cost map from the remote source.
+    This will fetch fresh pricing data from the model_prices_and_context_window.json file.
+    """
+    # Check if user is admin
+    if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN:
+        raise HTTPException(
+            status_code=403,
+            detail=f"Access denied. Admin role required. Current role: {user_api_key_dict.user_role}",
+        )
+    
+    try:
+        from litellm.litellm_core_utils.get_model_cost_map import get_model_cost_map
+        
+        # Get the current URL from litellm configuration
+        model_cost_map_url = litellm.model_cost_map_url
+        
+        # Reload the model cost map
+        new_model_cost_map = get_model_cost_map(url=model_cost_map_url)
+        
+        # Update the global model_cost variable
+        litellm.model_cost = new_model_cost_map
+        
+        verbose_proxy_logger.info("Model cost map reloaded successfully")
+        
+        return {
+            "message": "Model cost map reloaded successfully",
+            "status": "success",
+            "timestamp": datetime.utcnow().isoformat(),
+            "models_count": len(new_model_cost_map) if new_model_cost_map else 0
+        }
+    except Exception as e:
+        verbose_proxy_logger.exception(f"Failed to reload model cost map: {str(e)}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Failed to reload model cost map: {str(e)}"
+        )
+
+
 @router.get("/", dependencies=[Depends(user_api_key_auth)])
 async def home(request: Request):
     return "LiteLLM: RUNNING"
diff --git a/tests/test_litellm/proxy/test_proxy_server.py b/tests/test_litellm/proxy/test_proxy_server.py
index 5ddd59b616..feb3f154f3 100644
--- a/tests/test_litellm/proxy/test_proxy_server.py
+++ b/tests/test_litellm/proxy/test_proxy_server.py
@@ -21,6 +21,7 @@ sys.path.insert(
 
 import litellm
 from litellm.proxy.proxy_server import app, initialize
+from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
 
 example_embedding_result = {
     "object": "list",
@@ -1190,3 +1191,166 @@ async def test_chat_completion_result_no_nested_none_values():
         assert (
             field not in message
         ), f"Field '{field}' should be excluded when it's None"
+
+
+# ============================================================================
+# Price Data Reload Tests
+# ============================================================================
+
+class TestPriceDataReloadAPI:
+    """Test cases for price data reload API endpoints"""
+    
+    @pytest.fixture
+    def client_with_auth(self):
+        """Create a test client with authentication"""
+        from litellm.proxy.proxy_server import cleanup_router_config_variables
+        from litellm.proxy._types import LitellmUserRoles
+        
+        cleanup_router_config_variables()
+        filepath = os.path.dirname(os.path.abspath(__file__))
+        config_fp = f"{filepath}/test_configs/test_config_no_auth.yaml"
+        asyncio.run(initialize(config=config_fp, debug=True))
+        
+        # Mock admin user authentication
+        mock_auth = MagicMock()
+        mock_auth.user_role = LitellmUserRoles.PROXY_ADMIN
+        app.dependency_overrides[user_api_key_auth] = lambda: mock_auth
+        
+        return TestClient(app)
+    
+    def test_reload_model_cost_map_admin_access(self, client_with_auth):
+        """Test that admin users can access the reload endpoint"""
+        with patch('litellm.litellm_core_utils.get_model_cost_map.get_model_cost_map') as mock_get_map:
+            mock_get_map.return_value = {"gpt-3.5-turbo": {"input_cost_per_token": 0.001}}
+            
+            response = client_with_auth.post("/reload/model_cost_map")
+            
+            assert response.status_code == 200
+            data = response.json()
+            assert data["status"] == "success"
+            assert "message" in data
+            assert "timestamp" in data
+            assert "models_count" in data
+    
+    def test_reload_model_cost_map_non_admin_access(self, client_with_auth):
+        """Test that non-admin users cannot access the reload endpoint"""
+        # Mock non-admin user
+        mock_auth = MagicMock()
+        mock_auth.user_role = "user"  # Non-admin role
+        app.dependency_overrides[user_api_key_auth] = lambda: mock_auth
+        
+        response = client_with_auth.post("/reload/model_cost_map")
+        
+        assert response.status_code == 403
+        data = response.json()
+        assert "Access denied" in data["detail"]
+        assert "Admin role required" in data["detail"]
+    
+    def test_get_model_cost_map_admin_access(self, client_with_auth):
+        """Test that admin users can access the get model cost map endpoint"""
+        with patch('litellm.model_cost', {"gpt-3.5-turbo": {"input_cost_per_token": 0.001}}):
+            response = client_with_auth.get("/get/litellm_model_cost_map")
+            
+            assert response.status_code == 200
+            data = response.json()
+            assert "gpt-3.5-turbo" in data
+    
+    def test_get_model_cost_map_non_admin_access(self, client_with_auth):
+        """Test that non-admin users cannot access the get model cost map endpoint"""
+        # Mock non-admin user
+        mock_auth = MagicMock()
+        mock_auth.user_role = "user"  # Non-admin role
+        app.dependency_overrides[user_api_key_auth] = lambda: mock_auth
+        
+        response = client_with_auth.get("/get/litellm_model_cost_map")
+        
+        assert response.status_code == 403
+        data = response.json()
+        assert "Access denied" in data["detail"]
+        assert "Admin role required" in data["detail"]
+    
+    def test_reload_model_cost_map_error_handling(self, client_with_auth):
+        """Test error handling in the reload endpoint"""
+        with patch('litellm.litellm_core_utils.get_model_cost_map.get_model_cost_map') as mock_get_map:
+            mock_get_map.side_effect = Exception("Network error")
+            
+            response = client_with_auth.post("/reload/model_cost_map")
+            
+            assert response.status_code == 500
+            data = response.json()
+            assert "Failed to reload model cost map" in data["detail"]
+
+
+class TestPriceDataReloadIntegration:
+    """Integration tests for the complete price data reload feature"""
+    
+    @pytest.fixture
+    def client_with_auth(self):
+        """Create a test client with authentication"""
+        from litellm.proxy.proxy_server import cleanup_router_config_variables
+        from litellm.proxy._types import LitellmUserRoles
+        
+        cleanup_router_config_variables()
+        filepath = os.path.dirname(os.path.abspath(__file__))
+        config_fp = f"{filepath}/test_configs/test_config_no_auth.yaml"
+        asyncio.run(initialize(config=config_fp, debug=True))
+        
+        # Mock admin user authentication
+        mock_auth = MagicMock()
+        mock_auth.user_role = LitellmUserRoles.PROXY_ADMIN
+        app.dependency_overrides[user_api_key_auth] = lambda: mock_auth
+        
+        return TestClient(app)
+    
+    def test_complete_reload_flow(self, client_with_auth):
+        """Test the complete reload flow from API to model cost update"""
+        # Mock the model cost map
+        mock_cost_map = {
+            "gpt-3.5-turbo": {
+                "input_cost_per_token": 0.001,
+                "output_cost_per_token": 0.002
+            },
+            "gpt-4": {
+                "input_cost_per_token": 0.03,
+                "output_cost_per_token": 0.06
+            }
+        }
+        
+        with patch('litellm.litellm_core_utils.get_model_cost_map.get_model_cost_map') as mock_get_map:
+            mock_get_map.return_value = mock_cost_map
+            
+            # Test reload endpoint
+            response = client_with_auth.post("/reload/model_cost_map")
+            assert response.status_code == 200
+            
+            # Test get endpoint
+            response = client_with_auth.get("/get/litellm_model_cost_map")
+            assert response.status_code == 200
+    
+    def test_config_file_parsing(self):
+        """Test parsing of config file with reload settings"""
+        config_content = """
+general_settings:
+  master_key: sk-1234
+  model_cost_map_reload_interval: 21600
+
+model_list:
+  - model_name: gpt-3.5-turbo
+    litellm_params:
+      model: gpt-3.5-turbo
+  - model_name: gpt-4
+    litellm_params:
+      model: gpt-4
+"""
+        
+        # Parse the config
+        config = yaml.safe_load(config_content)
+        
+        # Verify the reload setting is present
+        assert "general_settings" in config
+        assert "model_cost_map_reload_interval" in config["general_settings"]
+        assert config["general_settings"]["model_cost_map_reload_interval"] == 21600
+        
+        # Verify models are present
+        assert "model_list" in config
+        assert len(config["model_list"]) == 2
diff --git a/ui/litellm-dashboard/src/components/model_dashboard.tsx b/ui/litellm-dashboard/src/components/model_dashboard.tsx
index c66ec76844..a4c11560fa 100644
--- a/ui/litellm-dashboard/src/components/model_dashboard.tsx
+++ b/ui/litellm-dashboard/src/components/model_dashboard.tsx
@@ -71,6 +71,7 @@ import AddModelTab from "./add_model/add_model_tab";
 
 import { ModelDataTable } from "./model_dashboard/table";
 import { columns } from "./model_dashboard/columns";
+import PriceDataReload from "./price_data_reload";
 import HealthCheckComponent from "./model_dashboard/HealthCheckComponent";
 import PassThroughSettings from "./pass_through_settings";
 import ModelGroupAliasSettings from "./model_group_alias_settings";
@@ -1044,6 +1045,31 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
     <div className="w-full mx-4 h-[75vh]">
       <Grid numItems={1} className="gap-2 p-8 w-full mt-2">
         <Col numColSpan={1} className="flex flex-col gap-2">
+          {/* Price Data Reload Section */}
+          <div className="flex justify-between items-center mb-4">
+            <div>
+              <h2 className="text-lg font-semibold">Model Management</h2>
+              <p className="text-sm text-gray-600">
+                Manage your models and pricing data
+              </p>
+            </div>
+            {all_admin_roles.includes(userRole) && (
+              <PriceDataReload
+                accessToken={accessToken}
+                onReloadSuccess={() => {
+                  // Refresh the model map after successful reload
+                  const fetchModelMap = async () => {
+                    const data = await modelCostMap(accessToken);
+                    setModelMap(data);
+                  };
+                  fetchModelMap();
+                }}
+                buttonText="Reload Price Data"
+                size="small"
+                type="primary"
+              />
+            )}
+          </div>
           {selectedModelId ? (
             <ModelInfoView
               modelId={selectedModelId}
diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx
index bdbaebec84..8097f9c497 100644
--- a/ui/litellm-dashboard/src/components/networking.tsx
+++ b/ui/litellm-dashboard/src/components/networking.tsx
@@ -257,6 +257,27 @@ export const modelCostMap = async (accessToken: string) => {
     throw error;
   }
 };
+
+export const reloadModelCostMap = async (accessToken: string) => {
+  try {
+    const url = proxyBaseUrl
+      ? `${proxyBaseUrl}/reload/model_cost_map`
+      : `/reload/model_cost_map`;
+    const response = await fetch(url, {
+      method: "POST",
+      headers: {
+        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
+        "Content-Type": "application/json",
+      },
+    });
+    const jsonData = await response.json();
+    console.log(`Model cost map reload response: ${jsonData}`);
+    return jsonData;
+  } catch (error) {
+    console.error("Failed to reload model cost map:", error);
+    throw error;
+  }
+};
 export const modelCreateCall = async (
   accessToken: string,
   formValues: Model
diff --git a/ui/litellm-dashboard/src/components/price_data_reload.tsx b/ui/litellm-dashboard/src/components/price_data_reload.tsx
new file mode 100644
index 0000000000..e31fa7d37a
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/price_data_reload.tsx
@@ -0,0 +1,121 @@
+import React, { useState } from "react";
+import { Button, message, Popconfirm, Tooltip } from "antd";
+import { reloadModelCostMap } from "./networking";
+
+interface PriceDataReloadProps {
+  accessToken: string;
+  onReloadSuccess?: () => void;
+  buttonText?: string;
+  showIcon?: boolean;
+  size?: "small" | "middle" | "large";
+  type?: "primary" | "default" | "dashed" | "link" | "text";
+  className?: string;
+}
+
+const PriceDataReload: React.FC<PriceDataReloadProps> = ({
+  accessToken,
+  onReloadSuccess,
+  buttonText = "Reload Price Data",
+  showIcon = true,
+  size = "middle",
+  type = "primary",
+  className = "",
+}) => {
+  const [isLoading, setIsLoading] = useState(false);
+
+  const handleReload = async () => {
+    if (!accessToken) {
+      message.error("No access token available");
+      return;
+    }
+
+    setIsLoading(true);
+    try {
+      const response = await reloadModelCostMap(accessToken);
+      
+      if (response.status === "success") {
+        message.success(
+          `Price data reloaded successfully! ${response.models_count || 0} models updated.`
+        );
+        onReloadSuccess?.();
+      } else {
+        message.error("Failed to reload price data");
+      }
+    } catch (error) {
+      console.error("Error reloading price data:", error);
+      message.error("Failed to reload price data. Please try again.");
+    } finally {
+      setIsLoading(false);
+    }
+  };
+
+  return (
+    <Popconfirm
+      title="Reload Price Data"
+      description="This will fetch the latest pricing information from the remote source. Continue?"
+      onConfirm={handleReload}
+      okText="Yes"
+      cancelText="No"
+      okButtonProps={{
+        style: {
+          backgroundColor: "#6366f1",
+          borderColor: "#6366f1",
+          color: "white",
+          fontWeight: "500",
+          borderRadius: "0.375rem",
+          padding: "0.375rem 0.75rem",
+          height: "auto",
+          fontSize: "0.875rem",
+          lineHeight: "1.25rem",
+          transition: "all 0.2s ease-in-out",
+        },
+        onMouseEnter: (e) => {
+          e.currentTarget.style.backgroundColor = "#4f46e5";
+          e.currentTarget.style.borderColor = "#4f46e5";
+        },
+        onMouseLeave: (e) => {
+          e.currentTarget.style.backgroundColor = "#6366f1";
+          e.currentTarget.style.borderColor = "#6366f1";
+        },
+      }}
+    >
+      <Tooltip title="Reload latest pricing data from remote source">
+        <Button
+          type={type}
+          size={size}
+          loading={isLoading}
+          className={className}
+          style={{
+            backgroundColor: "#6366f1", // Tremor primary color
+            borderColor: "#6366f1",
+            color: "white",
+            fontWeight: "500",
+            borderRadius: "0.5rem",
+            padding: "0.5rem 1rem",
+            height: "auto",
+            display: "inline-flex",
+            alignItems: "center",
+            justifyContent: "center",
+            gap: "0.5rem",
+            fontSize: "0.875rem",
+            lineHeight: "1.25rem",
+            transition: "all 0.2s ease-in-out",
+            boxShadow: "0 1px 3px 0 rgba(0, 0, 0, 0.1), 0 1px 2px 0 rgba(0, 0, 0, 0.06)",
+          }}
+          onMouseEnter={(e) => {
+            e.currentTarget.style.backgroundColor = "#4f46e5";
+            e.currentTarget.style.borderColor = "#4f46e5";
+          }}
+          onMouseLeave={(e) => {
+            e.currentTarget.style.backgroundColor = "#6366f1";
+            e.currentTarget.style.borderColor = "#6366f1";
+          }}
+        >
+          {showIcon ? "↻ " : ""}{buttonText}
+        </Button>
+      </Tooltip>
+    </Popconfirm>
+  );
+};
+
+export default PriceDataReload; 
\ No newline at end of file

From 60306d34a0a635a61675eef19b4207e9748807b3 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Sat, 9 Aug 2025 15:35:45 -0700
Subject: [PATCH 09/32] [Bug Fix] Allow using Swagger for /chat/completions 
 (#13469)

* fix get_openapi_schema

* fixes for ProxyChatCompletionRequest

* TestSwaggerChatCompletions

* fix working request body

* fix - add "messages"

* fix messages

* TestSwaggerChatCompletions

* test_messages_field_has_example

* ruff check fix
---
 litellm/proxy/_types.py                       |  52 ++-
 .../proxy/common_utils/custom_openapi_spec.py |  92 +++++-
 litellm/proxy/proxy_server.py                 |   8 +
 .../proxy/test_swagger_chat_completions.py    | 310 ++++++++++++++++++
 4 files changed, 447 insertions(+), 15 deletions(-)
 create mode 100644 tests/test_litellm/proxy/test_swagger_chat_completions.py

diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py
index 85e96e22cb..6a7006ea8d 100644
--- a/litellm/proxy/_types.py
+++ b/litellm/proxy/_types.py
@@ -16,11 +16,7 @@ from pydantic import (
 from typing_extensions import Required, TypedDict
 
 from litellm.types.integrations.slack_alerting import AlertType
-from litellm.types.llms.openai import (
-    AllMessageValues,
-    ChatCompletionRequest,
-    OpenAIFileObject,
-)
+from litellm.types.llms.openai import AllMessageValues, OpenAIFileObject
 from litellm.types.mcp import (
     MCPAuthType,
     MCPSpecVersion,
@@ -576,13 +572,47 @@ class LiteLLMPromptInjectionParams(LiteLLMPydanticObjectBase):
 
 
 ######### Request Class Definition ######
-class ProxyChatCompletionRequest(ChatCompletionRequest):
+class ProxyChatCompletionRequest(LiteLLMPydanticObjectBase):
+    """
+    Pydantic model for chat completion requests that includes both OpenAI standard fields 
+    and LiteLLM-specific parameters. This replaces the previous TypedDict version.
+    """
+    # Required fields (from ChatCompletionRequest)
+    model: str
+    messages: List[AllMessageValues]
+    
+    # Standard OpenAI completion parameters (all optional)
+    frequency_penalty: Optional[float] = None
+    logit_bias: Optional[Dict[str, float]] = None
+    logprobs: Optional[bool] = None
+    top_logprobs: Optional[int] = None
+    max_tokens: Optional[int] = None
+    n: Optional[int] = None
+    presence_penalty: Optional[float] = None
+    response_format: Optional[Dict[str, Any]] = None
+    seed: Optional[int] = None
+    service_tier: Optional[str] = None
+    stop: Optional[Union[str, List[str]]] = None
+    stream_options: Optional[Dict[str, Any]] = None
+    temperature: Optional[float] = None
+    top_p: Optional[float] = None
+    tools: Optional[List[Dict[str, Any]]] = None
+    tool_choice: Optional[Union[str, Dict[str, Any]]] = None
+    parallel_tool_calls: Optional[bool] = None
+    function_call: Optional[Union[str, Dict[str, Any]]] = None
+    functions: Optional[List[Dict[str, Any]]] = None
+    user: Optional[str] = None
+    stream: Optional[bool] = None
+    
+    # LiteLLM-specific metadata param (from original ChatCompletionRequest)
+    metadata: Optional[Dict[str, Any]] = None
+    
     # Optional LiteLLM params
-    guardrails: Optional[List[str]]
-    caching: Optional[bool]
-    num_retries: Optional[int]
-    context_window_fallback_dict: Optional[Dict[str, str]]
-    fallbacks: Optional[List[str]]
+    guardrails: Optional[List[str]] = None
+    caching: Optional[bool] = None
+    num_retries: Optional[int] = None
+    context_window_fallback_dict: Optional[Dict[str, str]] = None
+    fallbacks: Optional[List[str]] = None
 
 
 class ModelInfoDelete(LiteLLMPydanticObjectBase):
diff --git a/litellm/proxy/common_utils/custom_openapi_spec.py b/litellm/proxy/common_utils/custom_openapi_spec.py
index f2960bac29..5bd8534a9a 100644
--- a/litellm/proxy/common_utils/custom_openapi_spec.py
+++ b/litellm/proxy/common_utils/custom_openapi_spec.py
@@ -72,7 +72,8 @@ class CustomOpenAPISpec:
     @staticmethod
     def add_request_body_to_paths(openapi_schema: Dict[str, Any], paths: List[str], schema_ref: str) -> None:
         """
-        Add request body schema reference to specified paths.
+        Add request body with expanded form fields for better Swagger UI display.
+        This keeps the request body but expands it to show individual fields in the UI.
         
         Args:
             openapi_schema: The OpenAPI schema dict to modify
@@ -81,16 +82,99 @@ class CustomOpenAPISpec:
         """
         for path in paths:
             if path in openapi_schema.get("paths", {}) and "post" in openapi_schema["paths"][path]:
+                # Get the actual schema to extract ALL field definitions
+                schema_name = schema_ref.split("/")[-1]  # Extract "ProxyChatCompletionRequest" from the ref
+                actual_schema = openapi_schema.get("components", {}).get("schemas", {}).get(schema_name, {})
+                schema_properties = actual_schema.get("properties", {})
+                required_fields = actual_schema.get("required", [])
+                
+                # Create an expanded inline schema instead of just a $ref
+                # This makes Swagger UI show all individual fields in the request body editor
+                expanded_schema = {
+                    "type": "object",
+                    "required": required_fields,
+                    "properties": {}
+                }
+                
+                # Add all properties with their full definitions
+                for field_name, field_def in schema_properties.items():
+                    expanded_field = CustomOpenAPISpec._expand_field_definition(field_def)
+                    
+                    # Add a simple example for the messages field
+                    if field_name == "messages":
+                        expanded_field["example"] = [
+                            {"role": "user", "content": "Hello, how are you?"}
+                        ]
+                    
+                    expanded_schema["properties"][field_name] = expanded_field
+                
+                # Include $defs from the original schema to support complex types like AllMessageValues
+                # This ensures that message types and other complex union types work properly
+                if "$defs" in actual_schema:
+                    expanded_schema["$defs"] = actual_schema["$defs"]
+                
+                # Set the request body with the expanded schema
                 openapi_schema["paths"][path]["post"]["requestBody"] = {
                     "required": True,
                     "content": {
                         "application/json": {
-                            "schema": {
-                                "$ref": schema_ref
-                            }
+                            "schema": expanded_schema
                         }
                     }
                 }
+                
+                # Keep any existing parameters (like path parameters) but remove conflicting query params
+                if "parameters" in openapi_schema["paths"][path]["post"]:
+                    existing_params = openapi_schema["paths"][path]["post"]["parameters"]
+                    # Only keep path parameters, remove query params that conflict with request body
+                    filtered_params = [
+                        param for param in existing_params 
+                        if param.get("in") == "path"
+                    ]
+                    openapi_schema["paths"][path]["post"]["parameters"] = filtered_params
+    
+    @staticmethod
+    def _extract_field_schema(field_def: Dict[str, Any]) -> Dict[str, Any]:
+        """
+        Extract a simple schema from a Pydantic field definition for parameter display.
+        
+        Args:
+            field_def: Pydantic field definition
+            
+        Returns:
+            Simplified schema for OpenAPI parameter
+        """
+        # Handle simple types
+        if "type" in field_def:
+            return {"type": field_def["type"]}
+        
+        # Handle anyOf (Optional fields in Pydantic v2)
+        if "anyOf" in field_def:
+            any_of = field_def["anyOf"]
+            # Find the non-null type
+            for option in any_of:
+                if option.get("type") != "null":
+                    return option
+            # Fallback to string if all else fails
+            return {"type": "string"}
+        
+        # Default fallback
+        return {"type": "string"}
+    
+    @staticmethod
+    def _expand_field_definition(field_def: Dict[str, Any]) -> Dict[str, Any]:
+        """
+        Expand a Pydantic field definition for inline use in OpenAPI schema.
+        This creates a full field definition that Swagger UI can render as individual form fields.
+        
+        Args:
+            field_def: Pydantic field definition
+            
+        Returns:
+            Expanded field definition for OpenAPI schema
+        """
+        # Return the field definition as-is since Pydantic already provides proper schemas
+        return field_def.copy()
     
     @staticmethod
     def add_request_schema(
diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index ef9ef3cb33..f29ab7c588 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -731,6 +731,11 @@ def get_openapi_schema():
             }
         }
 
+    # Add LLM API request schema bodies for documentation
+    from litellm.proxy.common_utils.custom_openapi_spec import CustomOpenAPISpec
+
+    openapi_schema = CustomOpenAPISpec.add_llm_api_request_schema_body(openapi_schema)
+
     app.openapi_schema = openapi_schema
     return app.openapi_schema
 
@@ -759,6 +764,9 @@ def custom_openapi():
 
 if os.getenv("DOCS_FILTERED", "False") == "True" and premium_user:
     app.openapi = custom_openapi  # type: ignore
+else:
+    # For regular users, use get_openapi_schema to include LLM API schemas
+    app.openapi = get_openapi_schema  # type: ignore
 
 
 class UserAPIKeyCacheTTLEnum(enum.Enum):
diff --git a/tests/test_litellm/proxy/test_swagger_chat_completions.py b/tests/test_litellm/proxy/test_swagger_chat_completions.py
new file mode 100644
index 0000000000..b973eab621
--- /dev/null
+++ b/tests/test_litellm/proxy/test_swagger_chat_completions.py
@@ -0,0 +1,310 @@
+"""
+Unit test to validate that /chat/completions has the expected schema in Swagger after add_llm_api_request_schema_body runs.
+
+This test ensures that the ProxyChatCompletionRequest Pydantic model is properly added to the OpenAPI schema
+for the /chat/completions endpoint, showing all expected fields in the Swagger documentation.
+"""
+
+from unittest.mock import Mock, patch
+
+import pytest
+from fastapi.testclient import TestClient
+
+from litellm.proxy.common_utils.custom_openapi_spec import CustomOpenAPISpec
+from litellm.proxy.proxy_server import app
+
+
+class TestSwaggerChatCompletions:
+    """Test suite for validating /chat/completions schema in Swagger documentation."""
+
+    @pytest.fixture
+    def client(self):
+        """FastAPI test client for the proxy server."""
+        return TestClient(app)
+
+    def test_openapi_schema_includes_chat_completions_request_body(self, client):
+        """
+        Test that the OpenAPI schema includes ProxyChatCompletionRequest schema 
+        for /chat/completions endpoints after add_llm_api_request_schema_body runs.
+        """
+        # Clear any cached schema to ensure we get the latest version
+        from litellm.proxy.proxy_server import app
+        app.openapi_schema = None
+        
+        # Get the OpenAPI schema from the running app
+        response = client.get("/openapi.json")
+        assert response.status_code == 200
+        
+        openapi_schema = response.json()
+        
+        # Verify the schema has the expected structure
+        assert "openapi" in openapi_schema
+        assert "paths" in openapi_schema
+        assert "components" in openapi_schema
+        assert "schemas" in openapi_schema["components"]
+        
+        # Check that ProxyChatCompletionRequest schema is in components
+        assert "ProxyChatCompletionRequest" in openapi_schema["components"]["schemas"]
+        
+        # Get the ProxyChatCompletionRequest schema
+        chat_completion_schema = openapi_schema["components"]["schemas"]["ProxyChatCompletionRequest"]
+        
+        # Verify it has the expected properties structure
+        assert "properties" in chat_completion_schema
+        properties = chat_completion_schema["properties"]
+        
+        # Check for core OpenAI chat completion fields
+        expected_core_fields = [
+            "model",
+            "messages", 
+            "temperature",
+            "top_p",
+            "max_tokens",
+            "stream",
+            "stop",
+            "presence_penalty",
+            "frequency_penalty",
+            "logit_bias",
+            "user",
+            "response_format",
+            "seed",
+            "tools",
+            "tool_choice",
+            "logprobs",
+            "top_logprobs"
+        ]
+        
+        for field in expected_core_fields:
+            assert field in properties, f"Expected field '{field}' not found in ProxyChatCompletionRequest schema"
+        
+        # Check for LiteLLM-specific fields added by ProxyChatCompletionRequest
+        expected_litellm_fields = [
+            "guardrails",
+            "caching", 
+            "num_retries",
+            "context_window_fallback_dict",
+            "fallbacks"
+        ]
+        
+        for field in expected_litellm_fields:
+            assert field in properties, f"Expected LiteLLM field '{field}' not found in ProxyChatCompletionRequest schema"
+        
+        # Verify model and messages are required fields
+        if "required" in chat_completion_schema:
+            required_fields = chat_completion_schema["required"]
+            assert "model" in required_fields, "Field 'model' should be required"
+            assert "messages" in required_fields, "Field 'messages' should be required"
+
+    def test_chat_completions_endpoints_have_expanded_request_body(self, client):
+        """
+        Test that /chat/completions endpoint has an expanded request body schema 
+        with all individual fields visible (not just a $ref).
+        """
+        # Clear any cached schema to ensure we get the latest version
+        from litellm.proxy.proxy_server import app
+        app.openapi_schema = None
+        
+        # Get the OpenAPI schema
+        response = client.get("/openapi.json")
+        assert response.status_code == 200
+        
+        openapi_schema = response.json()
+        paths = openapi_schema["paths"]
+        
+        # Check main chat completion path
+        path_to_check = "/chat/completions"
+        assert path_to_check in paths, f"Path {path_to_check} not found in OpenAPI schema"
+        assert "post" in paths[path_to_check], f"POST method not found for path {path_to_check}"
+        
+        post_spec = paths[path_to_check]["post"]
+        
+        # Should have request body with expanded schema (not just $ref)
+        assert "requestBody" in post_spec, f"Path {path_to_check} should have requestBody"
+        request_body = post_spec["requestBody"]
+        
+        # Check request body structure
+        assert "content" in request_body
+        assert "application/json" in request_body["content"]
+        json_content = request_body["content"]["application/json"]
+        assert "schema" in json_content
+        
+        schema_def = json_content["schema"]
+        
+        # Should be an expanded object schema, not a $ref
+        assert schema_def.get("type") == "object", "Schema should be an expanded object type"
+        assert "properties" in schema_def, "Schema should have expanded properties"
+        assert "$ref" not in schema_def, "Schema should not be a reference (should be expanded inline)"
+        
+        # Should have all Pydantic fields as individual properties
+        properties = schema_def["properties"]
+        assert len(properties) >= 25, f"Expected at least 25 properties, got {len(properties)}"
+        
+        # Should have core OpenAI fields
+        core_fields = ["model", "messages", "temperature", "max_tokens", "stream"]
+        for field in core_fields:
+            assert field in properties, f"Core field '{field}' should be in expanded properties"
+        
+        # Should have LiteLLM-specific fields  
+        litellm_fields = ["guardrails", "caching", "fallbacks", "num_retries"]
+        for field in litellm_fields:
+            assert field in properties, f"LiteLLM field '{field}' should be in expanded properties"
+        
+        # Check required fields
+        required_fields = schema_def.get("required", [])
+        assert "model" in required_fields, "Model should be marked as required"
+        assert "messages" in required_fields, "Messages should be marked as required"
+        
+        # Should have minimal parameters (only path parameters)
+        parameters = post_spec.get("parameters", [])
+        # All parameters should be path parameters, no query parameters
+        for param in parameters:
+            assert param.get("in") == "path", f"Only path parameters expected, found {param.get('in')} parameter: {param.get('name')}"
+
+    @patch('litellm.proxy.common_utils.custom_openapi_spec.CustomOpenAPISpec.add_chat_completion_request_schema')
+    def test_add_llm_api_request_schema_body_calls_chat_completion_method(self, mock_add_chat):
+        """
+        Test that add_llm_api_request_schema_body calls add_chat_completion_request_schema.
+        """
+        # Create a mock schema
+        mock_schema = {
+            "openapi": "3.0.0",
+            "info": {"title": "Test API", "version": "1.0.0"},
+            "paths": {}
+        }
+        
+        # Configure the mock to return the schema
+        mock_add_chat.return_value = mock_schema
+        
+        # Call the main method
+        result = CustomOpenAPISpec.add_llm_api_request_schema_body(mock_schema)
+        
+        # Verify the chat completion method was called
+        mock_add_chat.assert_called_once_with(mock_schema)
+        assert result == mock_schema
+
+    def test_custom_openapi_spec_chat_completion_paths_constant(self):
+        """
+        Test that the CHAT_COMPLETION_PATHS constant includes all expected endpoints.
+        """
+        expected_paths = [
+            "/v1/chat/completions",
+            "/chat/completions", 
+            "/engines/{model}/chat/completions",
+            "/openai/deployments/{model}/chat/completions"
+        ]
+        
+        assert hasattr(CustomOpenAPISpec, 'CHAT_COMPLETION_PATHS')
+        actual_paths = CustomOpenAPISpec.CHAT_COMPLETION_PATHS
+        
+        for expected_path in expected_paths:
+            assert expected_path in actual_paths, f"Expected path '{expected_path}' not found in CHAT_COMPLETION_PATHS"
+
+    def test_proxy_chat_completion_request_pydantic_model_works(self):
+        """
+        Test that ProxyChatCompletionRequest properly generates schemas
+        and includes the expected LiteLLM-specific fields.
+        """
+        from litellm.proxy._types import ProxyChatCompletionRequest
+
+        # Check that we can get the schema
+        try:
+            # Try Pydantic v2 method first
+            schema = ProxyChatCompletionRequest.model_json_schema()
+        except AttributeError:
+            try:
+                # Fallback to Pydantic v1 method
+                schema = ProxyChatCompletionRequest.schema()
+            except AttributeError:
+                pytest.fail("Could not get schema from ProxyChatCompletionRequest using either Pydantic v1 or v2 methods")
+        
+        # Verify schema has properties
+        assert "properties" in schema
+        properties = schema["properties"]
+        
+        # Check for core required fields
+        assert "model" in properties, "Field 'model' should be in schema"
+        assert "messages" in properties, "Field 'messages' should be in schema"
+        
+        # Check for LiteLLM-specific fields
+        litellm_fields = ["guardrails", "caching", "num_retries", "context_window_fallback_dict", "fallbacks"]
+        for field in litellm_fields:
+            assert field in properties, f"LiteLLM field '{field}' should be in ProxyChatCompletionRequest schema"
+
+    def test_messages_field_has_example(self, client):
+        """
+        Test that the messages field in the expanded request body includes a helpful example.
+        """
+        # Clear any cached schema to ensure we get the latest version
+        from litellm.proxy.proxy_server import app
+        app.openapi_schema = None
+        
+        # Get the OpenAPI schema
+        response = client.get("/openapi.json")
+        assert response.status_code == 200
+        
+        openapi_schema = response.json()
+        
+        # Navigate to the chat completions request body schema
+        chat_completions_post = openapi_schema["paths"]["/chat/completions"]["post"]
+        request_body = chat_completions_post["requestBody"]
+        schema_def = request_body["content"]["application/json"]["schema"]
+        
+        # Check that messages field has an example
+        messages_field = schema_def["properties"]["messages"]
+        assert "example" in messages_field, "Messages field should have an example"
+        
+        # Verify the example structure
+        example = messages_field["example"]
+        assert isinstance(example, list), "Messages example should be a list"
+        assert len(example) >= 1, "Messages example should have at least 1 message"
+        
+        # Check that example messages have proper structure
+        for message in example:
+            assert "role" in message, "Each example message should have a role"
+            assert "content" in message, "Each example message should have content"
+            assert message["role"] in ["user", "assistant", "system"], f"Invalid role: {message['role']}"
+            assert isinstance(message["content"], str), "Message content should be a string"
+
+    def test_request_body_accepts_actual_chat_request(self, client):
+        """
+        Test that the expanded request body schema accepts a real chat completion request.
+        This ensures our schema modifications don't break actual API functionality.
+        """
+        # Test data that should be valid according to our expanded schema
+        test_request = {
+            "model": "gpt-4o",
+            "messages": [
+                {"role": "user", "content": "Hello, how are you?"},
+                {"role": "assistant", "content": "I'm doing well, thank you!"}
+            ],
+            "temperature": 0.7,
+            "max_tokens": 100,
+            "guardrails": ["no-harmful-content"],
+            "caching": True
+        }
+        
+        # This should validate against our schema without errors
+        # Note: We're not actually calling the endpoint (which would require API keys)
+        # but testing that the request structure is accepted by the schema
+        
+        # Get the OpenAPI schema to verify our test data matches
+        response = client.get("/openapi.json")
+        assert response.status_code == 200
+        
+        openapi_schema = response.json()
+        chat_completions_post = openapi_schema["paths"]["/chat/completions"]["post"]
+        
+        # Should have expanded request body (not just $ref)
+        assert "requestBody" in chat_completions_post
+        request_body = chat_completions_post["requestBody"]
+        schema_def = request_body["content"]["application/json"]["schema"]
+        
+        # Verify our test request has fields that exist in the schema
+        properties = schema_def["properties"]
+        for field_name in test_request.keys():
+            assert field_name in properties, f"Field '{field_name}' should be in expanded schema properties"
+        
+        # Verify required fields are present in test request
+        required_fields = schema_def.get("required", [])
+        for required_field in required_fields:
+            assert required_field in test_request, f"Required field '{required_field}' should be in test request"
\ No newline at end of file

From 1c8761111fdbb5ee11cb09593dbae8fff11f1407 Mon Sep 17 00:00:00 2001
From: Krish Dholakia <krrishdholakia@gmail.com>
Date: Sat, 9 Aug 2025 16:09:51 -0700
Subject: [PATCH 10/32] Router - reduce p99 latency w/ redis enabled by 50% +
 OTEL - track pre_call hook latency (#13362)

* feat(proxy/utils.py): track pre-call hooks in OTEL

some pre call hooks can cause latency in high traffic - make sure this is tracked

* fix(router.py): move redis call on deployment_callback_on_success to pipeline operation

reduces p99 latency by half when redis is enabled

* fix(parallel_request_limiter_v3.py): only run check if any item has rate limits set

Prevents unnecessary latency added by rate limit checks

* test: add unit tests

* Latency Improvements: only track tpm/rpm usage when set on deployment+ LLM Caching - use an in-memory cache to reduce redis calls + OTEL - track time spent on LLM caching (#13472)

* fix(router.py): only track usage for deployments with tpm/rpm set

ensures additional latency avoided for non-tpm/rpm models

* fix(caching_handler.py): log time spent on request get cache to OTEL

enables easy debugging of call latency

* fix(caching_handler.py): use dual cache object for in-memory caching + trace redis call within caching handler

* fix(caching_handler.py): working in-memory cache for redis calls

ensures dual cache works when redis cache setup for llm calls

makes calls quicker by only checking redis when in-memory cache missed for llm api call

* test: remove redundant test

* test: add unit tests
---
 litellm/caching/caching.py                    |  74 ++++---
 litellm/caching/caching_handler.py            |  72 ++++--
 litellm/caching/redis_cache.py                | 103 ++++++---
 litellm/proxy/_experimental/mcp_server/db.py  |  22 +-
 litellm/proxy/_new_secret_config.yaml         |  25 ++-
 .../hooks/parallel_request_limiter_v3.py      |  85 ++++---
 litellm/proxy/proxy_server.py                 |  18 +-
 litellm/proxy/utils.py                        |  93 +++++---
 litellm/router.py                             |  62 +++++-
 .../test_amazing_vertex_completion.py         |   6 +-
 tests/local_testing/test_router_utils.py      |  40 ++--
 .../hooks/test_parallel_request_limiter_v3.py | 207 ++++++++++++++++++
 12 files changed, 627 insertions(+), 180 deletions(-)

diff --git a/litellm/caching/caching.py b/litellm/caching/caching.py
index 1455e011bc..175eaa112a 100644
--- a/litellm/caching/caching.py
+++ b/litellm/caching/caching.py
@@ -28,13 +28,13 @@ from .azure_blob_cache import AzureBlobCache
 from .base_cache import BaseCache
 from .disk_cache import DiskCache
 from .dual_cache import DualCache  # noqa
+from .gcs_cache import GCSCache
 from .in_memory_cache import InMemoryCache
 from .qdrant_semantic_cache import QdrantSemanticCache
 from .redis_cache import RedisCache
 from .redis_cluster_cache import RedisClusterCache
 from .redis_semantic_cache import RedisSemanticCache
 from .s3_cache import S3Cache
-from .gcs_cache import GCSCache
 
 
 def print_verbose(print_statement):
@@ -177,7 +177,7 @@ class Cache:
                     cluster_kwargs["gcp_service_account"] = gcp_service_account
                 if gcp_ssl_ca_certs is not None:
                     cluster_kwargs["gcp_ssl_ca_certs"] = gcp_ssl_ca_certs
-                
+
                 self.cache: BaseCache = RedisClusterCache(**cluster_kwargs)
             else:
                 self.cache = RedisCache(
@@ -481,7 +481,7 @@ class Cache:
             return cached_response
         return cached_result
 
-    def get_cache(self, **kwargs):
+    def get_cache(self, dynamic_cache_object: Optional[BaseCache] = None, **kwargs):
         """
         Retrieves the cached result for the given arguments.
 
@@ -507,8 +507,12 @@ class Cache:
                     or cache_control_args.get("s-max-age")
                     or float("inf")
                 )
-                cached_result = self.cache.get_cache(cache_key, messages=messages)
-                cached_result = self.cache.get_cache(cache_key, messages=messages)
+                if dynamic_cache_object is not None:
+                    cached_result = dynamic_cache_object.get_cache(
+                        cache_key, messages=messages
+                    )
+                else:
+                    cached_result = self.cache.get_cache(cache_key, messages=messages)
                 return self._get_cache_logic(
                     cached_result=cached_result, max_age=max_age
                 )
@@ -516,7 +520,9 @@ class Cache:
             print_verbose(f"An exception occurred: {traceback.format_exc()}")
             return None
 
-    async def async_get_cache(self, **kwargs):
+    async def async_get_cache(
+        self, dynamic_cache_object: Optional[BaseCache] = None, **kwargs
+    ):
         """
         Async get cache implementation.
 
@@ -537,7 +543,14 @@ class Cache:
                 max_age = cache_control_args.get(
                     "s-max-age", cache_control_args.get("s-maxage", float("inf"))
                 )
-                cached_result = await self.cache.async_get_cache(cache_key, **kwargs)
+                if dynamic_cache_object is not None:
+                    cached_result = await dynamic_cache_object.async_get_cache(
+                        cache_key, **kwargs
+                    )
+                else:
+                    cached_result = await self.cache.async_get_cache(
+                        cache_key, **kwargs
+                    )
                 return self._get_cache_logic(
                     cached_result=cached_result, max_age=max_age
                 )
@@ -596,7 +609,9 @@ class Cache:
         except Exception as e:
             verbose_logger.exception(f"LiteLLM Cache: Excepton add_cache: {str(e)}")
 
-    async def async_add_cache(self, result, **kwargs):
+    async def async_add_cache(
+        self, result, dynamic_cache_object: Optional[BaseCache], **kwargs
+    ):
         """
         Async implementation of add_cache
         """
@@ -610,12 +625,18 @@ class Cache:
                 cache_key, cached_data, kwargs = self._add_cache_logic(
                     result=result, **kwargs
                 )
-
-                await self.cache.async_set_cache(cache_key, cached_data, **kwargs)
+                if dynamic_cache_object is not None:
+                    await dynamic_cache_object.async_set_cache(
+                        cache_key, cached_data, **kwargs
+                    )
+                else:
+                    await self.cache.async_set_cache(cache_key, cached_data, **kwargs)
         except Exception as e:
             verbose_logger.exception(f"LiteLLM Cache: Excepton add_cache: {str(e)}")
 
-    def _convert_to_cached_embedding(self, embedding_response: Any, model: Optional[str]) -> CachedEmbedding:
+    def _convert_to_cached_embedding(
+        self, embedding_response: Any, model: Optional[str]
+    ) -> CachedEmbedding:
         """
         Convert any embedding response into the standardized CachedEmbedding TypedDict format.
         """
@@ -627,7 +648,7 @@ class Cache:
                     "object": embedding_response.get("object"),
                     "model": model,
                 }
-            elif hasattr(embedding_response, 'model_dump'):
+            elif hasattr(embedding_response, "model_dump"):
                 data = embedding_response.model_dump()
                 return {
                     "embedding": data.get("embedding"),
@@ -646,7 +667,6 @@ class Cache:
         except KeyError as e:
             raise ValueError(f"Missing expected key in embedding response: {e}")
 
-
     def add_embedding_response_to_cache(
         self,
         result: EmbeddingResponse,
@@ -657,18 +677,22 @@ class Cache:
         preset_cache_key = self.get_cache_key(**{**kwargs, "input": input})
         kwargs["cache_key"] = preset_cache_key
         embedding_response = result.data[idx_in_result_data]
-        
+
         # Always convert to properly typed CachedEmbedding
         model_name = result.model
-        embedding_dict: CachedEmbedding = self._convert_to_cached_embedding(embedding_response, model_name)
-            
+        embedding_dict: CachedEmbedding = self._convert_to_cached_embedding(
+            embedding_response, model_name
+        )
+
         cache_key, cached_data, kwargs = self._add_cache_logic(
             result=embedding_dict,
             **kwargs,
         )
         return cache_key, cached_data, kwargs
 
-    async def async_add_cache_pipeline(self, result, **kwargs):
+    async def async_add_cache_pipeline(
+        self, result, dynamic_cache_object: Optional[BaseCache], **kwargs
+    ):
         """
         Async implementation of add_cache for Embedding calls
 
@@ -697,14 +721,14 @@ class Cache:
                 )
                 cache_list.append((cache_key, cached_data))
 
-            await self.cache.async_set_cache_pipeline(cache_list=cache_list, **kwargs)
-            # if async_set_cache_pipeline:
-            #     await async_set_cache_pipeline(cache_list=cache_list, **kwargs)
-            # else:
-            #     tasks = []
-            #     for val in cache_list:
-            #         tasks.append(self.cache.async_set_cache(val[0], val[1], **kwargs))
-            #     await asyncio.gather(*tasks)
+            if dynamic_cache_object is not None:
+                await dynamic_cache_object.async_set_cache_pipeline(
+                    cache_list=cache_list, **kwargs
+                )
+            else:
+                await self.cache.async_set_cache_pipeline(
+                    cache_list=cache_list, **kwargs
+                )
         except Exception as e:
             verbose_logger.exception(f"LiteLLM Cache: Excepton add_cache: {str(e)}")
 
diff --git a/litellm/caching/caching_handler.py b/litellm/caching/caching_handler.py
index dcc59b2071..f41b745bb1 100644
--- a/litellm/caching/caching_handler.py
+++ b/litellm/caching/caching_handler.py
@@ -1,5 +1,5 @@
 """
-This contains LLMCachingHandler 
+This contains LLMCachingHandler
 
 This exposes two methods:
     - async_get_cache
@@ -18,6 +18,7 @@ import asyncio
 import datetime
 import inspect
 import threading
+from functools import lru_cache, wraps
 from typing import (
     TYPE_CHECKING,
     Any,
@@ -35,11 +36,13 @@ from pydantic import BaseModel
 
 import litellm
 from litellm._logging import print_verbose, verbose_logger
+from litellm._service_logger import ServiceLogging
+from litellm.caching import InMemoryCache
 from litellm.caching.caching import S3Cache
-from litellm.types.caching import CachedEmbedding
 from litellm.litellm_core_utils.logging_utils import (
     _assemble_complete_response_from_streaming_chunks,
 )
+from litellm.types.caching import CachedEmbedding
 from litellm.types.rerank import RerankResponse
 from litellm.types.utils import (
     CallTypes,
@@ -68,7 +71,12 @@ class CachingHandlerResponse(BaseModel):
 
     cached_result: Optional[Any] = None
     final_embedding_cached_response: Optional[EmbeddingResponse] = None
-    embedding_all_elements_cache_hit: bool = False  # this is set to True when all elements in the list have a cache hit in the embedding cache, if true return the final_embedding_cached_response no need to make an API call
+    embedding_all_elements_cache_hit: bool = (
+        False  # this is set to True when all elements in the list have a cache hit in the embedding cache, if true return the final_embedding_cached_response no need to make an API call
+    )
+
+
+in_memory_cache_obj = InMemoryCache()
 
 
 class LLMCachingHandler:
@@ -78,11 +86,20 @@ class LLMCachingHandler:
         request_kwargs: Dict[str, Any],
         start_time: datetime.datetime,
     ):
+        from litellm.caching import DualCache, RedisCache
+
         self.async_streaming_chunks: List[ModelResponse] = []
         self.sync_streaming_chunks: List[ModelResponse] = []
         self.request_kwargs = request_kwargs
         self.original_function = original_function
         self.start_time = start_time
+        if litellm.cache is not None and isinstance(litellm.cache.cache, RedisCache):
+            self.dual_cache: Optional[DualCache] = DualCache(
+                redis_cache=litellm.cache.cache,
+                in_memory_cache=in_memory_cache_obj,
+            )
+        else:
+            self.dual_cache = None
         pass
 
     async def _async_get_cache(
@@ -115,10 +132,16 @@ class LLMCachingHandler:
         Raises:
             None
         """
+        from litellm.litellm_core_utils.core_helpers import (
+            _get_parent_otel_span_from_kwargs,
+        )
         from litellm.utils import CustomStreamWrapper
 
+        kwargs = kwargs.copy()
         args = args or ()
 
+        parent_otel_span = _get_parent_otel_span_from_kwargs(kwargs)
+        kwargs["parent_otel_span"] = parent_otel_span
         final_embedding_cached_response: Optional[EmbeddingResponse] = None
         embedding_all_elements_cache_hit: bool = False
         cached_result: Optional[Any] = None
@@ -306,13 +329,15 @@ class LLMCachingHandler:
         else:
             raise ValueError("input must be a string or a list")
 
-    def _extract_model_from_cached_results(self, non_null_list: List[Tuple[int, CachedEmbedding]]) -> Optional[str]:
+    def _extract_model_from_cached_results(
+        self, non_null_list: List[Tuple[int, CachedEmbedding]]
+    ) -> Optional[str]:
         """
         Helper method to extract the model name from cached results.
-        
+
         Args:
             non_null_list: List of (idx, cr) tuples where cr is the cached result dict
-            
+
         Returns:
             Optional[str]: The model name if found, None otherwise
         """
@@ -558,7 +583,12 @@ class LLMCachingHandler:
                 preset_cache_key = litellm.cache.get_cache_key(
                     **{**new_kwargs, "input": i}
                 )
-                tasks.append(litellm.cache.async_get_cache(cache_key=preset_cache_key))
+                tasks.append(
+                    litellm.cache.async_get_cache(
+                        cache_key=preset_cache_key,
+                        dynamic_cache_object=self.dual_cache,
+                    )
+                )
             cached_result = await asyncio.gather(*tasks)
             ## check if cached result is None ##
             if cached_result is not None and isinstance(cached_result, list):
@@ -567,9 +597,14 @@ class LLMCachingHandler:
                     cached_result = None
         else:
             if litellm.cache._supports_async() is True:
-                cached_result = await litellm.cache.async_get_cache(**new_kwargs)
+                ## check if dual cache is supported ##
+                cached_result = await litellm.cache.async_get_cache(
+                    dynamic_cache_object=self.dual_cache, **new_kwargs
+                )
             else:  # for s3 caching. [NOT RECOMMENDED IN PROD - this will slow down responses since boto3 is sync]
-                cached_result = litellm.cache.get_cache(**new_kwargs)
+                cached_result = litellm.cache.get_cache(
+                    dynamic_cache_object=self.dual_cache, **new_kwargs
+                )
         return cached_result
 
     def _convert_cached_result_to_model_response(
@@ -735,6 +770,9 @@ class LLMCachingHandler:
         Raises:
             None
         """
+        from litellm.litellm_core_utils.core_helpers import (
+            _get_parent_otel_span_from_kwargs,
+        )
 
         if litellm.cache is None:
             return
@@ -746,6 +784,8 @@ class LLMCachingHandler:
                 args,
             )
         )
+        parent_otel_span = _get_parent_otel_span_from_kwargs(new_kwargs)
+        new_kwargs["parent_otel_span"] = parent_otel_span
         # [OPTIONAL] ADD TO CACHE
         if self._should_store_result_in_cache(
             original_function=original_function, kwargs=new_kwargs
@@ -764,7 +804,9 @@ class LLMCachingHandler:
                     )  # s3 doesn't support bulk writing. Exclude.
                 ):
                     asyncio.create_task(
-                        litellm.cache.async_add_cache_pipeline(result, **new_kwargs)
+                        litellm.cache.async_add_cache_pipeline(
+                            result, dynamic_cache_object=self.dual_cache, **new_kwargs
+                        )
                     )
                 elif isinstance(litellm.cache.cache, S3Cache):
                     threading.Thread(
@@ -775,7 +817,9 @@ class LLMCachingHandler:
                 else:
                     asyncio.create_task(
                         litellm.cache.async_add_cache(
-                            result.model_dump_json(), **new_kwargs
+                            result.model_dump_json(),
+                            dynamic_cache_object=self.dual_cache,
+                            **new_kwargs,
                         )
                     )
             else:
@@ -933,9 +977,9 @@ class LLMCachingHandler:
         }
 
         if litellm.cache is not None:
-            litellm_params[
-                "preset_cache_key"
-            ] = litellm.cache._get_preset_cache_key_from_kwargs(**kwargs)
+            litellm_params["preset_cache_key"] = (
+                litellm.cache._get_preset_cache_key_from_kwargs(**kwargs)
+            )
         else:
             litellm_params["preset_cache_key"] = None
 
diff --git a/litellm/caching/redis_cache.py b/litellm/caching/redis_cache.py
index b8091187bf..47bc0222ed 100644
--- a/litellm/caching/redis_cache.py
+++ b/litellm/caching/redis_cache.py
@@ -43,6 +43,45 @@ else:
     Span = Any
 
 
+def _get_call_stack_info(num_frames: int = 2) -> str:
+    """
+    Get the function names from the previous 1-2 functions in the call stack.
+
+    Args:
+        num_frames: Number of previous frames to include (default: 2)
+
+    Returns:
+        A string with format "current_function <- caller_function [<- grandparent_function]"
+    """
+    try:
+        current_frame = inspect.currentframe()
+        if current_frame is None:
+            return "unknown"
+
+        # Skip this function and the immediate caller (which sets call_type)
+        f_back = current_frame.f_back
+        if f_back is None:
+            return "unknown"
+        frame = f_back.f_back
+        if frame is None:
+            return "unknown"
+        function_names = []
+
+        for _ in range(num_frames):
+            if frame is None:
+                break
+            func_name = frame.f_code.co_name
+            function_names.append(func_name)
+            frame = frame.f_back
+
+        if not function_names:
+            return "unknown"
+
+        return " <- ".join(function_names)
+    except Exception:
+        return "unknown"
+
+
 class RedisCache(BaseCache):
     # if users don't provider one, use the default litellm cache
 
@@ -181,7 +220,7 @@ class RedisCache(BaseCache):
             self.service_logger_obj.service_success_hook(
                 service=ServiceTypes.REDIS,
                 duration=_duration,
-                call_type="set_cache",
+                call_type=f"set_cache <- {_get_call_stack_info()}",
                 start_time=start_time,
                 end_time=end_time,
             )
@@ -205,7 +244,7 @@ class RedisCache(BaseCache):
             self.service_logger_obj.service_success_hook(
                 service=ServiceTypes.REDIS,
                 duration=_duration,
-                call_type="increment_cache",
+                call_type=f"increment_cache <- {_get_call_stack_info()}",
                 start_time=start_time,
                 end_time=end_time,
             )
@@ -219,7 +258,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="increment_cache_ttl",
+                    call_type=f"increment_cache_ttl <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                 )
@@ -232,7 +271,7 @@ class RedisCache(BaseCache):
                     self.service_logger_obj.service_success_hook(
                         service=ServiceTypes.REDIS,
                         duration=_duration,
-                        call_type="increment_cache_expire",
+                        call_type=f"increment_cache_expire <- {_get_call_stack_info()}",
                         start_time=start_time,
                         end_time=end_time,
                     )
@@ -271,7 +310,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_scan_iter",
+                    call_type=f"async_scan_iter <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                 )
@@ -287,7 +326,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_scan_iter",
+                    call_type=f"async_scan_iter <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                 )
@@ -341,7 +380,7 @@ class RedisCache(BaseCache):
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=_get_parent_otel_span_from_kwargs(kwargs),
-                    call_type="async_set_cache",
+                    call_type=f"async_set_cache <- {_get_call_stack_info()}",
                 )
             )
             verbose_logger.error(
@@ -374,7 +413,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_set_cache",
+                    call_type=f"async_set_cache <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=_get_parent_otel_span_from_kwargs(kwargs),
@@ -390,7 +429,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_set_cache",
+                    call_type=f"async_set_cache <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=_get_parent_otel_span_from_kwargs(kwargs),
@@ -463,7 +502,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_set_cache_pipeline",
+                    call_type=f"async_set_cache_pipeline <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=_get_parent_otel_span_from_kwargs(kwargs),
@@ -479,7 +518,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_set_cache_pipeline",
+                    call_type=f"async_set_cache_pipeline <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=_get_parent_otel_span_from_kwargs(kwargs),
@@ -528,7 +567,7 @@ class RedisCache(BaseCache):
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=_get_parent_otel_span_from_kwargs(kwargs),
-                    call_type="async_set_cache_sadd",
+                    call_type=f"async_set_cache_sadd <- {_get_call_stack_info()}",
                 )
             )
             # NON blocking - notify users Redis is throwing an exception
@@ -554,7 +593,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_set_cache_sadd",
+                    call_type=f"async_set_cache_sadd <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=_get_parent_otel_span_from_kwargs(kwargs),
@@ -568,7 +607,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_set_cache_sadd",
+                    call_type=f"async_set_cache_sadd <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=_get_parent_otel_span_from_kwargs(kwargs),
@@ -620,7 +659,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_increment",
+                    call_type=f"async_increment <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=parent_otel_span,
@@ -636,7 +675,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_increment",
+                    call_type=f"async_increment <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=parent_otel_span,
@@ -683,7 +722,7 @@ class RedisCache(BaseCache):
             self.service_logger_obj.service_success_hook(
                 service=ServiceTypes.REDIS,
                 duration=_duration,
-                call_type="get_cache",
+                call_type=f"get_cache <- {_get_call_stack_info()}",
                 start_time=start_time,
                 end_time=end_time,
                 parent_otel_span=parent_otel_span,
@@ -745,7 +784,7 @@ class RedisCache(BaseCache):
             self.service_logger_obj.service_success_hook(
                 service=ServiceTypes.REDIS,
                 duration=_duration,
-                call_type="batch_get_cache",
+                call_type=f"batch_get_cache <- {_get_call_stack_info()}",
                 start_time=start_time,
                 end_time=end_time,
                 parent_otel_span=parent_otel_span,
@@ -790,7 +829,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_get_cache",
+                    call_type=f"async_get_cache <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=parent_otel_span,
@@ -806,7 +845,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_get_cache",
+                    call_type=f"async_get_cache <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=parent_otel_span,
@@ -851,7 +890,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_batch_get_cache",
+                    call_type=f"async_batch_get_cache <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=parent_otel_span,
@@ -879,7 +918,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_batch_get_cache",
+                    call_type=f"async_batch_get_cache <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=parent_otel_span,
@@ -903,7 +942,7 @@ class RedisCache(BaseCache):
             self.service_logger_obj.service_success_hook(
                 service=ServiceTypes.REDIS,
                 duration=_duration,
-                call_type="sync_ping",
+                call_type=f"sync_ping <- {_get_call_stack_info()}",
                 start_time=start_time,
                 end_time=end_time,
             )
@@ -917,7 +956,7 @@ class RedisCache(BaseCache):
                 service=ServiceTypes.REDIS,
                 duration=_duration,
                 error=e,
-                call_type="sync_ping",
+                call_type=f"sync_ping <- {_get_call_stack_info()}",
             )
             verbose_logger.error(
                 f"LiteLLM Redis Cache PING: - Got exception from REDIS : {str(e)}"
@@ -938,7 +977,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_ping",
+                    call_type=f"async_ping <- {_get_call_stack_info()}",
                 )
             )
             return response
@@ -952,7 +991,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_ping",
+                    call_type=f"async_ping <- {_get_call_stack_info()}",
                 )
             )
             verbose_logger.error(
@@ -1051,7 +1090,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_increment_pipeline",
+                    call_type=f"async_increment_pipeline <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=_get_parent_otel_span_from_kwargs(kwargs),
@@ -1067,7 +1106,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_increment_pipeline",
+                    call_type=f"async_increment_pipeline <- {_get_call_stack_info()}",
                     start_time=start_time,
                     end_time=end_time,
                     parent_otel_span=_get_parent_otel_span_from_kwargs(kwargs),
@@ -1131,7 +1170,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_rpush",
+                    call_type=f"async_rpush <- {_get_call_stack_info()}",
                 )
             )
             return response
@@ -1145,7 +1184,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_rpush",
+                    call_type=f"async_rpush <- {_get_call_stack_info()}",
                 )
             )
             verbose_logger.error(
@@ -1202,7 +1241,7 @@ class RedisCache(BaseCache):
                 self.service_logger_obj.async_service_success_hook(
                     service=ServiceTypes.REDIS,
                     duration=_duration,
-                    call_type="async_lpop",
+                    call_type=f"async_lpop <- {_get_call_stack_info()}",
                 )
             )
 
@@ -1230,7 +1269,7 @@ class RedisCache(BaseCache):
                     service=ServiceTypes.REDIS,
                     duration=_duration,
                     error=e,
-                    call_type="async_lpop",
+                    call_type=f"async_lpop <- {_get_call_stack_info()}",
                 )
             )
             verbose_logger.error(
diff --git a/litellm/proxy/_experimental/mcp_server/db.py b/litellm/proxy/_experimental/mcp_server/db.py
index 3d90c99eee..d5d9f97890 100644
--- a/litellm/proxy/_experimental/mcp_server/db.py
+++ b/litellm/proxy/_experimental/mcp_server/db.py
@@ -1,6 +1,7 @@
 import uuid
 from typing import Any, Dict, Iterable, List, Optional, Set, Union
 
+from litellm._logging import verbose_proxy_logger
 from litellm.proxy._types import (
     LiteLLM_MCPServerTable,
     LiteLLM_ObjectPermissionTable,
@@ -53,11 +54,20 @@ async def get_all_mcp_servers(
     """
     Returns all of the mcp servers from the db
     """
-    mcp_servers = await prisma_client.db.litellm_mcpservertable.find_many()
+    try:
+        mcp_servers = await prisma_client.db.litellm_mcpservertable.find_many()
 
-    return [
-        LiteLLM_MCPServerTable(**mcp_server.model_dump()) for mcp_server in mcp_servers
-    ]
+        return [
+            LiteLLM_MCPServerTable(**mcp_server.model_dump())
+            for mcp_server in mcp_servers
+        ]
+    except Exception as e:
+        verbose_proxy_logger.debug(
+            "litellm.proxy._experimental.mcp_server.db.py::get_all_mcp_servers - {}".format(
+                str(e)
+            )
+        )
+        return []
 
 
 async def get_mcp_server(
@@ -91,9 +101,7 @@ async def get_mcp_servers(
     )
     final_mcp_servers: List[LiteLLM_MCPServerTable] = []
     for _mcp_server in _mcp_servers:
-        final_mcp_servers.append(
-            LiteLLM_MCPServerTable(**_mcp_server.model_dump())
-        )
+        final_mcp_servers.append(LiteLLM_MCPServerTable(**_mcp_server.model_dump()))
 
     return final_mcp_servers
 
diff --git a/litellm/proxy/_new_secret_config.yaml b/litellm/proxy/_new_secret_config.yaml
index b587913a08..cb41dfbd75 100644
--- a/litellm/proxy/_new_secret_config.yaml
+++ b/litellm/proxy/_new_secret_config.yaml
@@ -1,5 +1,24 @@
+general_settings:
+  store_model_in_db: true
+  database_connection_pool_limit: 20
+  store_prompts_in_spend_logs: true
+  maximum_spend_logs_retention_period: "14d"
+
 model_list:
-  - model_name: openai-test
+  - model_name: fake-openai-endpoint
     litellm_params:
-      model: gpt-3.5-turbo
-      api_key: os.environ/OPENAI_API_KEY
\ No newline at end of file
+      model: openai/my-fake-model
+      api_key: my-fake-key
+      api_base: https://exampleopenaiendpoint-production.up.railway.app/
+  - model_name: bedrock-thinking-us.anthropic.claude-3-7-sonnet-20250219-v1:0
+    litellm_params:
+      model: bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0
+      thinking: {"type": "enabled", "budget_tokens": 1024}
+      max_tokens: 1080
+      merge_reasoning_content_in_choices: true
+
+litellm_settings:
+  return_response_headers: true
+  store_audit_logs: true
+  callbacks: ["prometheus", "resend_email", "otel"]
+  cache: true
\ No newline at end of file
diff --git a/litellm/proxy/hooks/parallel_request_limiter_v3.py b/litellm/proxy/hooks/parallel_request_limiter_v3.py
index b5fd819eb2..dde0542c7d 100644
--- a/litellm/proxy/hooks/parallel_request_limiter_v3.py
+++ b/litellm/proxy/hooks/parallel_request_limiter_v3.py
@@ -1,8 +1,9 @@
 """
-This is a rate limiter implementation based on a similar one by Envoy proxy. 
+This is a rate limiter implementation based on a similar one by Envoy proxy.
 
 This is currently in development and not yet ready for production.
 """
+
 import os
 from datetime import datetime
 from typing import (
@@ -309,13 +310,15 @@ class _PROXY_MaxParallelRequestsHandler_v3(CustomLogger):
                 continue
 
             key_metadata[window_key] = {
-                "requests_limit": int(requests_limit)
-                if requests_limit is not None
-                else None,
+                "requests_limit": (
+                    int(requests_limit) if requests_limit is not None else None
+                ),
                 "tokens_limit": int(tokens_limit) if tokens_limit is not None else None,
-                "max_parallel_requests_limit": int(max_parallel_requests_limit)
-                if max_parallel_requests_limit is not None
-                else None,
+                "max_parallel_requests_limit": (
+                    int(max_parallel_requests_limit)
+                    if max_parallel_requests_limit is not None
+                    else None
+                ),
                 "window_size": int(window_size),
                 "descriptor_key": descriptor_key,
             }
@@ -394,7 +397,11 @@ class _PROXY_MaxParallelRequestsHandler_v3(CustomLogger):
         descriptors = []
 
         # API Key rate limits
-        if user_api_key_dict.api_key:
+        if user_api_key_dict.api_key and (
+            user_api_key_dict.rpm_limit is not None
+            or user_api_key_dict.tpm_limit is not None
+            or user_api_key_dict.max_parallel_requests is not None
+        ):
             descriptors.append(
                 RateLimitDescriptor(
                     key="api_key",
@@ -409,7 +416,10 @@ class _PROXY_MaxParallelRequestsHandler_v3(CustomLogger):
             )
 
         # User rate limits
-        if user_api_key_dict.user_id:
+        if user_api_key_dict.user_id and (
+            user_api_key_dict.user_rpm_limit is not None
+            or user_api_key_dict.user_tpm_limit is not None
+        ):
             descriptors.append(
                 RateLimitDescriptor(
                     key="user",
@@ -423,7 +433,10 @@ class _PROXY_MaxParallelRequestsHandler_v3(CustomLogger):
             )
 
         # Team rate limits
-        if user_api_key_dict.team_id:
+        if user_api_key_dict.team_id and (
+            user_api_key_dict.team_rpm_limit is not None
+            or user_api_key_dict.team_tpm_limit is not None
+        ):
             descriptors.append(
                 RateLimitDescriptor(
                     key="team",
@@ -437,7 +450,10 @@ class _PROXY_MaxParallelRequestsHandler_v3(CustomLogger):
             )
 
         # End user rate limits
-        if user_api_key_dict.end_user_id:
+        if user_api_key_dict.end_user_id and (
+            user_api_key_dict.end_user_rpm_limit is not None
+            or user_api_key_dict.end_user_tpm_limit is not None
+        ):
             descriptors.append(
                 RateLimitDescriptor(
                     key="end_user",
@@ -483,28 +499,29 @@ class _PROXY_MaxParallelRequestsHandler_v3(CustomLogger):
                     )
                 )
 
-        # Check rate limits
-        response = await self.should_rate_limit(
-            descriptors=descriptors,
-            parent_otel_span=user_api_key_dict.parent_otel_span,
-        )
+        # Only check rate limits if we have descriptors with actual limits
+        if descriptors:
+            response = await self.should_rate_limit(
+                descriptors=descriptors,
+                parent_otel_span=user_api_key_dict.parent_otel_span,
+            )
 
-        if response["overall_code"] == "OVER_LIMIT":
-            # Find which descriptor hit the limit
-            for i, status in enumerate(response["statuses"]):
-                if status["code"] == "OVER_LIMIT":
-                    descriptor = descriptors[i]
-                    raise HTTPException(
-                        status_code=429,
-                        detail=f"Rate limit exceeded for {descriptor['key']}: {descriptor['value']}. Remaining: {status['limit_remaining']}",
-                        headers={
-                            "retry-after": str(self.window_size)
-                        },  # Retry after 1 minute
-                    )
+            if response["overall_code"] == "OVER_LIMIT":
+                # Find which descriptor hit the limit
+                for i, status in enumerate(response["statuses"]):
+                    if status["code"] == "OVER_LIMIT":
+                        descriptor = descriptors[i]
+                        raise HTTPException(
+                            status_code=429,
+                            detail=f"Rate limit exceeded for {descriptor['key']}: {descriptor['value']}. Remaining: {status['limit_remaining']}",
+                            headers={
+                                "retry-after": str(self.window_size)
+                            },  # Retry after 1 minute
+                        )
 
-        else:
-            # add descriptors to request headers
-            data["litellm_proxy_rate_limit_response"] = response
+            else:
+                # add descriptors to request headers
+                data["litellm_proxy_rate_limit_response"] = response
 
     def _create_pipeline_operations(
         self,
@@ -690,9 +707,9 @@ class _PROXY_MaxParallelRequestsHandler_v3(CustomLogger):
         from litellm.types.caching import RedisPipelineIncrementOperation
 
         try:
-            litellm_parent_otel_span: Union[
-                Span, None
-            ] = _get_parent_otel_span_from_kwargs(kwargs)
+            litellm_parent_otel_span: Union[Span, None] = (
+                _get_parent_otel_span_from_kwargs(kwargs)
+            )
             user_api_key = kwargs["litellm_params"]["metadata"].get("user_api_key")
             pipeline_operations: List[RedisPipelineIncrementOperation] = []
 
diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index f29ab7c588..6b33e92c48 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -2720,7 +2720,10 @@ class ProxyConfig:
                 alert_types=general_settings["alert_types"], llm_router=llm_router
             )
 
-        if _general_settings is not None and "alert_to_webhook_url" in _general_settings:
+        if (
+            _general_settings is not None
+            and "alert_to_webhook_url" in _general_settings
+        ):
             general_settings["alert_to_webhook_url"] = _general_settings[
                 "alert_to_webhook_url"
             ]
@@ -2940,9 +2943,16 @@ class ProxyConfig:
     async def _init_prompts_in_db(self, prisma_client: PrismaClient):
         from litellm.proxy.prompts.prompt_registry import IN_MEMORY_PROMPT_REGISTRY
 
-        prompts_in_db = await prisma_client.db.litellm_prompttable.find_many()
-        for prompt in prompts_in_db:
-            IN_MEMORY_PROMPT_REGISTRY.initialize_prompt(prompt=prompt)
+        try:
+            prompts_in_db = await prisma_client.db.litellm_prompttable.find_many()
+            for prompt in prompts_in_db:
+                IN_MEMORY_PROMPT_REGISTRY.initialize_prompt(prompt=prompt)
+        except Exception as e:
+            verbose_proxy_logger.debug(
+                "litellm.proxy.proxy_server.py::ProxyConfig:_init_prompts_in_db - {}".format(
+                    str(e)
+                )
+            )
 
     async def _init_guardrails_in_db(self, prisma_client: PrismaClient):
         from litellm.proxy.guardrails.guardrail_registry import (
diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py
index 0e6b242bdb..f3affa707a 100644
--- a/litellm/proxy/utils.py
+++ b/litellm/proxy/utils.py
@@ -22,7 +22,7 @@ from typing import (
     overload,
 )
 
-from litellm.constants import MAX_TEAM_LIST_LIMIT, DEFAULT_MODEL_CREATED_AT_TIME
+from litellm.constants import DEFAULT_MODEL_CREATED_AT_TIME, MAX_TEAM_LIST_LIMIT
 from litellm.proxy._types import (
     DB_CONNECTION_ERROR_TYPES,
     CommonProxyErrors,
@@ -448,7 +448,6 @@ class ProxyLogging:
             litellm_parent_otel_span=None,
         )
 
-
     def _convert_user_api_key_auth_to_dict(self, user_api_key_auth_obj):
         """
         Helper function to convert UserAPIKeyAuth object to dictionary.
@@ -728,15 +727,19 @@ class ProxyLogging:
         }
         return result
 
-    def _create_mcp_request_object_from_kwargs(self, kwargs: dict) -> "MCPPreCallRequestObject":
+    def _create_mcp_request_object_from_kwargs(
+        self, kwargs: dict
+    ) -> "MCPPreCallRequestObject":
         """
         Helper function to create MCPPreCallRequestObject from kwargs for standard pre_call_hook.
         """
         from litellm.types.llms.base import HiddenParams
         from litellm.types.mcp import MCPPreCallRequestObject
 
-        user_api_key_auth_dict = self._convert_user_api_key_auth_to_dict(kwargs.get("user_api_key_auth"))
-        
+        user_api_key_auth_dict = self._convert_user_api_key_auth_to_dict(
+            kwargs.get("user_api_key_auth")
+        )
+
         return MCPPreCallRequestObject(
             tool_name=kwargs.get("name", ""),
             arguments=kwargs.get("arguments", {}),
@@ -745,22 +748,23 @@ class ProxyLogging:
             hidden_params=HiddenParams(),
         )
 
-    def _convert_mcp_hook_response_to_kwargs(self, response_data: Optional[dict], original_kwargs: dict) -> dict:
+    def _convert_mcp_hook_response_to_kwargs(
+        self, response_data: Optional[dict], original_kwargs: dict
+    ) -> dict:
         """
         Helper function to convert pre_call_hook response back to kwargs for MCP usage.
         """
         if not response_data:
             return original_kwargs
-        
+
         # Apply any argument modifications from the hook response
         modified_kwargs = original_kwargs.copy()
-        
+
         # If the response contains modified arguments, apply them
         if response_data.get("modified_arguments"):
             modified_kwargs["arguments"] = response_data["modified_arguments"]
-        
-        return modified_kwargs
 
+        return modified_kwargs
 
     async def process_pre_call_hook_response(self, response, data, call_type):
         if isinstance(response, Exception):
@@ -894,6 +898,7 @@ class ProxyLogging:
 
         try:
             for callback in litellm.callbacks:
+                start_time = time.time()
                 _callback = None
                 if isinstance(callback, str):
                     _callback = litellm.litellm_core_utils.litellm_logging.get_custom_logger_compatible_class(
@@ -903,15 +908,13 @@ class ProxyLogging:
                     _callback = callback  # type: ignore
                 if _callback is not None and isinstance(_callback, CustomGuardrail):
                     from litellm.types.guardrails import GuardrailEventHooks
-                    
+
                     event_type = GuardrailEventHooks.pre_call
                     if call_type == "mcp_call":
                         event_type = GuardrailEventHooks.pre_mcp_call
-                        
+
                     if (
-                        _callback.should_run_guardrail(
-                            data=data, event_type=event_type
-                        )
+                        _callback.should_run_guardrail(data=data, event_type=event_type)
                         is not True
                     ):
                         continue
@@ -936,7 +939,7 @@ class ProxyLogging:
                 ):
                     if call_type == "mcp_call" and user_api_key_dict is None:
                         continue
-                        
+
                     response = await _callback.async_pre_call_hook(
                         user_api_key_dict=user_api_key_dict,
                         cache=self.call_details["user_api_key_cache"],
@@ -948,6 +951,19 @@ class ProxyLogging:
                             response=response, data=data, call_type=call_type
                         )
 
+                end_time = time.time()
+                duration = end_time - start_time
+                if (
+                    hasattr(self, "service_logging_obj") and duration > 0.01
+                ):  # only if duration is non-negligible - don't spam the logs
+                    await self.service_logging_obj.async_service_success_hook(
+                        service=ServiceTypes.PROXY_PRE_CALL,
+                        duration=duration,
+                        call_type=f"{_callback.__class__.__name__}",
+                        parent_otel_span=user_api_key_dict.parent_otel_span,
+                        start_time=start_time,
+                        end_time=end_time,
+                    )
             return data
         except Exception as e:
             raise e
@@ -999,7 +1015,9 @@ class ProxyLogging:
                             continue
                     # Convert user_api_key_dict to proper format for async_moderation_hook
                     if call_type == "mcp_call":
-                        user_api_key_auth_dict = self._convert_user_api_key_auth_to_dict(user_api_key_dict)
+                        user_api_key_auth_dict = (
+                            self._convert_user_api_key_auth_to_dict(user_api_key_dict)
+                        )
                     else:
                         user_api_key_auth_dict = user_api_key_dict
 
@@ -3668,9 +3686,10 @@ def construct_database_url_from_env_vars() -> Optional[str]:
             database_url = f"postgresql://{database_username_enc}@{database_host}/{database_name_enc}"
 
         return database_url
-    
+
     return None
 
+
 async def count_tokens_with_anthropic_api(
     model_to_use: str,
     messages: Optional[List[Dict[str, Any]]],
@@ -3691,9 +3710,10 @@ async def count_tokens_with_anthropic_api(
         return None
 
     try:
-        import anthropic
         import os
 
+        import anthropic
+
         # Get Anthropic API key from deployment config
         anthropic_api_key = None
         if deployment is not None:
@@ -3712,7 +3732,7 @@ async def count_tokens_with_anthropic_api(
             response = client.beta.messages.count_tokens(
                 model=model_to_use,
                 messages=messages,  # type: ignore
-                betas=["token-counting-2024-11-01"]
+                betas=["token-counting-2024-11-01"],
             )
             total_tokens = response.input_tokens
             tokenizer_used = "anthropic_api"
@@ -3723,11 +3743,16 @@ async def count_tokens_with_anthropic_api(
             }
 
     except ImportError:
-        verbose_proxy_logger.warning("Anthropic library not available, falling back to LiteLLM tokenizer")
+        verbose_proxy_logger.warning(
+            "Anthropic library not available, falling back to LiteLLM tokenizer"
+        )
     except Exception as e:
-        verbose_proxy_logger.warning(f"Error calling Anthropic API: {e}, falling back to LiteLLM tokenizer")
+        verbose_proxy_logger.warning(
+            f"Error calling Anthropic API: {e}, falling back to LiteLLM tokenizer"
+        )
     return None
 
+
 async def get_available_models_for_user(
     user_api_key_dict: "UserAPIKeyAuth",
     llm_router: Optional["Router"],
@@ -3743,7 +3768,7 @@ async def get_available_models_for_user(
 ) -> List[str]:
     """
     Get the list of models available to a user based on their API key and team permissions.
-    
+
     Args:
         user_api_key_dict: User API key authentication object
         llm_router: LiteLLM router instance
@@ -3755,18 +3780,18 @@ async def get_available_models_for_user(
         include_model_access_groups: Whether to include model access groups
         only_model_access_groups: Whether to only return model access groups
         return_wildcard_routes: Whether to return wildcard routes
-        
+
     Returns:
         List of model names available to the user
     """
+    from litellm.proxy.auth.auth_checks import get_team_object
     from litellm.proxy.auth.model_checks import (
+        get_complete_model_list,
         get_key_models,
         get_team_models,
-        get_complete_model_list,
     )
-    from litellm.proxy.auth.auth_checks import get_team_object
     from litellm.proxy.management_endpoints.team_endpoints import validate_membership
-    
+
     # Get proxy model list and access groups
     if llm_router is None:
         proxy_model_list = []
@@ -3831,19 +3856,19 @@ def create_model_info_response(
 ) -> dict:
     """
     Create a standardized model info response.
-    
+
     Args:
         model_id: The model ID
         provider: The model provider
         include_metadata: Whether to include metadata
         fallback_type: Type of fallbacks to include
         llm_router: LiteLLM router instance
-        
+
     Returns:
         Dictionary containing model information
     """
     from litellm.proxy.auth.model_checks import get_all_fallbacks
-    
+
     model_info = {
         "id": model_id,
         "object": "model",
@@ -3886,16 +3911,18 @@ def validate_model_access(
 ) -> None:
     """
     Validate that a model is accessible to the user.
-    
+
     Args:
         model_id: The model ID to validate
         available_models: List of models available to the user
-        
+
     Raises:
         HTTPException: If the model is not accessible
     """
     if model_id not in available_models:
         raise HTTPException(
             status_code=404,
-            detail="The model `{}` does not exist or is not accessible".format(model_id)
+            detail="The model `{}` does not exist or is not accessible".format(
+                model_id
+            ),
         )
diff --git a/litellm/router.py b/litellm/router.py
index 3be88596b1..dbd5b4c6b2 100644
--- a/litellm/router.py
+++ b/litellm/router.py
@@ -4308,6 +4308,8 @@ class Router:
         """
         Track remaining tpm/rpm quota for model in model_list
         """
+        from litellm.types.caching import RedisPipelineIncrementOperation
+
         try:
             standard_logging_object: Optional[StandardLoggingPayload] = kwargs.get(
                 "standard_logging_object", None
@@ -4327,6 +4329,39 @@ class Router:
                 elif isinstance(id, int):
                     id = str(id)
 
+                ## get deployment info
+                deployment_info = self.get_deployment(model_id=id)
+
+                if deployment_info is None:
+                    return
+                else:
+                    deployment_model_info = self.get_router_model_info(
+                        deployment=deployment_info.model_dump(),
+                        received_model_name=model_group,
+                    )
+                    # get tpm/rpm from deployment info
+                    tpm = deployment_info.get("tpm", None)
+                    rpm = deployment_info.get("rpm", None)
+
+                    ## check tpm/rpm in litellm_params
+                    tpm_litellm_params = deployment_info.litellm_params.tpm
+                    rpm_litellm_params = deployment_info.litellm_params.rpm
+
+                    ## check tpm/rpm in model_info
+                    tpm_model_info = deployment_model_info.get("tpm", None)
+                    rpm_model_info = deployment_model_info.get("rpm", None)
+
+                    ## if all are none, return - no need to track current tpm/rpm usage for models with no tpm/rpm set
+                    if (
+                        tpm is None
+                        and rpm is None
+                        and tpm_litellm_params is None
+                        and rpm_litellm_params is None
+                        and tpm_model_info is None
+                        and rpm_model_info is None
+                    ):
+                        return
+
                 parent_otel_span = _get_parent_otel_span_from_kwargs(kwargs)
                 total_tokens: float = standard_logging_object.get("total_tokens", 0)
 
@@ -4346,23 +4381,32 @@ class Router:
                 # ------------
                 # update cache
 
+                pipeline_operations: List[RedisPipelineIncrementOperation] = []
+
                 ## TPM
-                await self.cache.async_increment_cache(
-                    key=tpm_key,
-                    value=total_tokens,
-                    parent_otel_span=parent_otel_span,
-                    ttl=RoutingArgs.ttl.value,
+                pipeline_operations.append(
+                    RedisPipelineIncrementOperation(
+                        key=tpm_key,
+                        increment_value=total_tokens,
+                        ttl=RoutingArgs.ttl.value,
+                    )
                 )
 
                 ## RPM
                 rpm_key = RouterCacheEnum.RPM.value.format(
                     id=id, current_minute=current_minute, model=deployment_name
                 )
-                await self.cache.async_increment_cache(
-                    key=rpm_key,
-                    value=1,
+                pipeline_operations.append(
+                    RedisPipelineIncrementOperation(
+                        key=rpm_key,
+                        increment_value=1,
+                        ttl=RoutingArgs.ttl.value,
+                    )
+                )
+
+                await self.cache.async_increment_cache_pipeline(
+                    increment_list=pipeline_operations,
                     parent_otel_span=parent_otel_span,
-                    ttl=RoutingArgs.ttl.value,
                 )
 
                 increment_deployment_successes_for_current_minute(
diff --git a/tests/local_testing/test_amazing_vertex_completion.py b/tests/local_testing/test_amazing_vertex_completion.py
index 398a57e340..23502a1434 100644
--- a/tests/local_testing/test_amazing_vertex_completion.py
+++ b/tests/local_testing/test_amazing_vertex_completion.py
@@ -167,7 +167,6 @@ async def test_get_response():
         pytest.fail(f"An error occurred - {str(e)}")
 
 
-
 @pytest.mark.skip(
     reason="Local test. Vertex AI Quota is low. Leads to rate limit errors on ci/cd."
 )
@@ -547,7 +546,6 @@ def test_completion_function_plus_pdf(load_pdf):
     except Exception as e:
         pytest.fail("Got={}".format(str(e)))
 
-
 def encode_image(image_path):
     import base64
 
@@ -765,9 +763,7 @@ def test_gemini_pro_grounding(value_in_dict):
 
 
 # @pytest.mark.skip(reason="exhausted vertex quota. need to refactor to mock the call")
-@pytest.mark.parametrize(
-    "model", ["vertex_ai_beta/gemini-1.5-pro"]
-)  # "vertex_ai",
+@pytest.mark.parametrize("model", ["vertex_ai_beta/gemini-1.5-pro"])  # "vertex_ai",
 @pytest.mark.parametrize("sync_mode", [True])  # "vertex_ai",
 @pytest.mark.asyncio
 @pytest.mark.flaky(retries=3, delay=1)
diff --git a/tests/local_testing/test_router_utils.py b/tests/local_testing/test_router_utils.py
index f3b0238be5..e5ead7a701 100644
--- a/tests/local_testing/test_router_utils.py
+++ b/tests/local_testing/test_router_utils.py
@@ -240,7 +240,7 @@ async def test_call_router_callbacks_on_success():
     )
 
     with patch.object(
-        router.cache, "async_increment_cache", new=AsyncMock()
+        router.cache, "async_increment_cache_pipeline", new=AsyncMock()
     ) as mock_callback:
         await router.acompletion(
             model="gemini/gemini-1.5-flash",
@@ -248,18 +248,22 @@ async def test_call_router_callbacks_on_success():
             mock_response="Hello, I'm good.",
         )
         await asyncio.sleep(1)
-        assert mock_callback.call_count == 2
+        assert mock_callback.call_count == 1
 
-        assert (
-            mock_callback.call_args_list[0]
-            .kwargs["key"]
-            .startswith("global_router:1:gemini/gemini-1.5-flash:tpm")
-        )
-        assert (
-            mock_callback.call_args_list[1]
-            .kwargs["key"]
-            .startswith("global_router:1:gemini/gemini-1.5-flash:rpm")
-        )
+        increment_list = mock_callback.call_args_list[0].kwargs["increment_list"]
+        assert len(increment_list) == 2
+
+        for increment in increment_list:
+            if "tpm" in increment["key"]:
+                assert increment["key"].startswith(
+                    "global_router:1:gemini/gemini-1.5-flash:tpm"
+                )
+                assert increment["increment_value"] == 30
+            elif "rpm" in increment["key"]:
+                assert increment["key"].startswith(
+                    "global_router:1:gemini/gemini-1.5-flash:rpm"
+                )
+                assert increment["increment_value"] == 1
 
 
 @pytest.mark.asyncio
@@ -456,7 +460,15 @@ def test_router_get_deployment_credentials():
 
 def test_router_get_deployment_model_info():
     router = Router(
-        model_list=[{"model_name": "gemini/*", "litellm_params": {"model": "gemini/*"}, "model_info": {"id": "1"}}]
+        model_list=[
+            {
+                "model_name": "gemini/*",
+                "litellm_params": {"model": "gemini/*"},
+                "model_info": {"id": "1"},
+            }
+        ]
+    )
+    model_info = router.get_deployment_model_info(
+        model_id="1", model_name="gemini/gemini-1.5-flash"
     )
-    model_info = router.get_deployment_model_info(model_id="1", model_name="gemini/gemini-1.5-flash")
     assert model_info is not None
diff --git a/tests/test_litellm/proxy/hooks/test_parallel_request_limiter_v3.py b/tests/test_litellm/proxy/hooks/test_parallel_request_limiter_v3.py
index 2ae1fea59d..f76bc225e5 100644
--- a/tests/test_litellm/proxy/hooks/test_parallel_request_limiter_v3.py
+++ b/tests/test_litellm/proxy/hooks/test_parallel_request_limiter_v3.py
@@ -1,6 +1,7 @@
 """
 Unit Tests for the max parallel request limiter v3 for the proxy
 """
+
 import asyncio
 import os
 import sys
@@ -515,3 +516,209 @@ async def test_async_log_failure_event_v3():
     assert op["key"] == f"{{api_key:{_api_key}}}:max_parallel_requests"
     assert op["increment_value"] == -1
     assert op["ttl"] == 60  # default window size
+
+
+@pytest.mark.asyncio
+async def test_should_rate_limit_only_called_when_limits_exist_v3():
+    """
+    Test that should_rate_limit is only called when actual rate limits are configured.
+    This verifies the optimization that avoids unnecessary rate limit checks.
+    """
+    _api_key = "sk-12345"
+    _api_key = hash_token(_api_key)
+    local_cache = DualCache()
+    parallel_request_handler = _PROXY_MaxParallelRequestsHandler(
+        internal_usage_cache=InternalUsageCache(local_cache)
+    )
+
+    # Mock should_rate_limit to track if it's called
+    should_rate_limit_called = False
+
+    async def mock_should_rate_limit(*args, **kwargs):
+        nonlocal should_rate_limit_called
+        should_rate_limit_called = True
+        return {"overall_code": "OK", "statuses": []}
+
+    parallel_request_handler.should_rate_limit = mock_should_rate_limit
+
+    # Test 1: No rate limits configured - should_rate_limit should NOT be called
+    should_rate_limit_called = False
+    user_api_key_dict_no_limits = UserAPIKeyAuth(
+        api_key=_api_key,
+        user_id="test_user",
+        team_id="test_team",
+        end_user_id="test_end_user",
+        # No rpm_limit, tpm_limit, max_parallel_requests, etc.
+    )
+
+    await parallel_request_handler.async_pre_call_hook(
+        user_api_key_dict=user_api_key_dict_no_limits,
+        cache=local_cache,
+        data={"model": "gpt-3.5-turbo"},
+        call_type="",
+    )
+
+    assert (
+        not should_rate_limit_called
+    ), "should_rate_limit should not be called when no rate limits are configured"
+
+    # Test 2: API key rate limits configured - should_rate_limit SHOULD be called
+    should_rate_limit_called = False
+    user_api_key_dict_with_api_limits = UserAPIKeyAuth(
+        api_key=_api_key,
+        rpm_limit=100,  # Rate limit configured
+    )
+
+    await parallel_request_handler.async_pre_call_hook(
+        user_api_key_dict=user_api_key_dict_with_api_limits,
+        cache=local_cache,
+        data={"model": "gpt-3.5-turbo"},
+        call_type="",
+    )
+
+    assert (
+        should_rate_limit_called
+    ), "should_rate_limit should be called when API key rate limits are configured"
+
+    # Test 3: User rate limits configured - should_rate_limit SHOULD be called
+    should_rate_limit_called = False
+    user_api_key_dict_with_user_limits = UserAPIKeyAuth(
+        api_key=_api_key,
+        user_id="test_user",
+        user_tpm_limit=1000,  # User rate limit configured
+    )
+
+    await parallel_request_handler.async_pre_call_hook(
+        user_api_key_dict=user_api_key_dict_with_user_limits,
+        cache=local_cache,
+        data={"model": "gpt-3.5-turbo"},
+        call_type="",
+    )
+
+    assert (
+        should_rate_limit_called
+    ), "should_rate_limit should be called when user rate limits are configured"
+
+    # Test 4: Team rate limits configured - should_rate_limit SHOULD be called
+    should_rate_limit_called = False
+    user_api_key_dict_with_team_limits = UserAPIKeyAuth(
+        api_key=_api_key,
+        team_id="test_team",
+        team_rpm_limit=500,  # Team rate limit configured
+    )
+
+    await parallel_request_handler.async_pre_call_hook(
+        user_api_key_dict=user_api_key_dict_with_team_limits,
+        cache=local_cache,
+        data={"model": "gpt-3.5-turbo"},
+        call_type="",
+    )
+
+    assert (
+        should_rate_limit_called
+    ), "should_rate_limit should be called when team rate limits are configured"
+
+    # Test 5: End user rate limits configured - should_rate_limit SHOULD be called
+    should_rate_limit_called = False
+    user_api_key_dict_with_end_user_limits = UserAPIKeyAuth(
+        api_key=_api_key,
+        end_user_id="test_end_user",
+        end_user_rpm_limit=200,  # End user rate limit configured
+    )
+
+    await parallel_request_handler.async_pre_call_hook(
+        user_api_key_dict=user_api_key_dict_with_end_user_limits,
+        cache=local_cache,
+        data={"model": "gpt-3.5-turbo"},
+        call_type="",
+    )
+
+    assert (
+        should_rate_limit_called
+    ), "should_rate_limit should be called when end user rate limits are configured"
+
+    # Test 6: Max parallel requests configured - should_rate_limit SHOULD be called
+    should_rate_limit_called = False
+    user_api_key_dict_with_parallel_limits = UserAPIKeyAuth(
+        api_key=_api_key,
+        max_parallel_requests=5,  # Max parallel requests configured
+    )
+
+    await parallel_request_handler.async_pre_call_hook(
+        user_api_key_dict=user_api_key_dict_with_parallel_limits,
+        cache=local_cache,
+        data={"model": "gpt-3.5-turbo"},
+        call_type="",
+    )
+
+    assert (
+        should_rate_limit_called
+    ), "should_rate_limit should be called when max parallel requests are configured"
+
+
+@pytest.mark.asyncio
+async def test_model_specific_rate_limits_only_called_when_configured_v3():
+    """
+    Test that model-specific rate limits only trigger should_rate_limit when actually configured for the requested model.
+    """
+    from litellm.proxy.auth.auth_utils import (
+        get_key_model_rpm_limit,
+        get_key_model_tpm_limit,
+    )
+
+    _api_key = "sk-12345"
+    _api_key = hash_token(_api_key)
+    local_cache = DualCache()
+    parallel_request_handler = _PROXY_MaxParallelRequestsHandler(
+        internal_usage_cache=InternalUsageCache(local_cache)
+    )
+
+    # Mock should_rate_limit to track if it's called
+    should_rate_limit_called = False
+
+    async def mock_should_rate_limit(*args, **kwargs):
+        nonlocal should_rate_limit_called
+        should_rate_limit_called = True
+        return {"overall_code": "OK", "statuses": []}
+
+    parallel_request_handler.should_rate_limit = mock_should_rate_limit
+
+    # Test 1: Model-specific rate limits configured but for different model - should NOT be called
+    should_rate_limit_called = False
+    user_api_key_dict_with_model_limits = UserAPIKeyAuth(
+        api_key=_api_key,
+        metadata={
+            "model_tpm_limit": {"gpt-4": 1000}
+        },  # Rate limit for gpt-4, not gpt-3.5-turbo
+    )
+
+    await parallel_request_handler.async_pre_call_hook(
+        user_api_key_dict=user_api_key_dict_with_model_limits,
+        cache=local_cache,
+        data={"model": "gpt-3.5-turbo"},  # Requesting different model
+        call_type="",
+    )
+
+    assert (
+        not should_rate_limit_called
+    ), "should_rate_limit should not be called when model-specific limits don't match requested model"
+
+    # Test 2: Model-specific rate limits configured for requested model - SHOULD be called
+    should_rate_limit_called = False
+    user_api_key_dict_with_matching_model_limits = UserAPIKeyAuth(
+        api_key=_api_key,
+        metadata={
+            "model_tpm_limit": {"gpt-3.5-turbo": 1000}
+        },  # Rate limit for requested model
+    )
+
+    await parallel_request_handler.async_pre_call_hook(
+        user_api_key_dict=user_api_key_dict_with_matching_model_limits,
+        cache=local_cache,
+        data={"model": "gpt-3.5-turbo"},  # Requesting same model
+        call_type="",
+    )
+
+    assert (
+        should_rate_limit_called
+    ), "should_rate_limit should be called when model-specific limits match requested model"

From 67833590d695a630c2f70ca84ce59c6515367dc3 Mon Sep 17 00:00:00 2001
From: "Jugal D. Bhatt" <55304795+jugaldb@users.noreply.github.com>
Date: Sat, 9 Aug 2025 16:12:13 -0700
Subject: [PATCH 11/32] [Proxy changes] Litellm add model price reload schedule
 for multi-pod (#13470)

* added mcp guardrails doc in mcp.md

* add button to reload models

* Added button changes

* added button for scheduling reload

* add multi pod support to reloading the model price json

* fix ruff
---
 litellm/proxy/proxy_server.py                 | 350 +++++++++++++++-
 tests/test_litellm/proxy/test_proxy_server.py | 312 +++++++++++++-
 ui/litellm-dashboard/package-lock.json        | 120 ++++++
 .../src/components/model_dashboard.tsx        |  48 ++-
 .../src/components/networking.tsx             |  72 ++++
 .../src/components/price_data_reload.tsx      | 385 ++++++++++++++----
 6 files changed, 1171 insertions(+), 116 deletions(-)

diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index 6b33e92c48..df6f734b98 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -11,6 +11,7 @@ import time
 import traceback
 import uuid
 import warnings
+from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
 from datetime import datetime, timedelta
 from typing import (
     TYPE_CHECKING,
@@ -981,6 +982,11 @@ proxy_logging_obj = ProxyLogging(
 async_result = None
 celery_app_conn = None
 celery_fn = None  # Redis Queue for handling requests
+
+# Global variables for model cost map reload scheduling
+scheduler = None
+last_model_cost_map_reload = None
+
 ### DB WRITER ###
 db_writer_client: Optional[AsyncHTTPHandler] = None
 ### logger ###
@@ -2939,6 +2945,91 @@ class ProxyConfig:
         await self._init_mcp_servers_in_db()
         await self._init_pass_through_endpoints_in_db()
         await self._init_prompts_in_db(prisma_client=prisma_client)
+        await self._check_and_reload_model_cost_map(prisma_client=prisma_client)
+
+    async def _check_and_reload_model_cost_map(self, prisma_client: PrismaClient):
+        """
+        Check if model cost map needs to be reloaded based on database configuration.
+        This function runs every 10 seconds as part of _init_non_llm_objects_in_db.
+        """
+        try:
+            # Get model cost map reload configuration from database
+            config_record = await prisma_client.db.litellm_config.find_unique(
+                where={"param_name": "model_cost_map_reload_config"}
+            )
+            
+            if config_record is None or config_record.param_value is None:
+                return  # No configuration found, skip reload
+            
+            config = config_record.param_value
+            interval_hours = config.get("interval_hours")
+            force_reload = config.get("force_reload", False)
+            
+            if interval_hours is None and force_reload is False: 
+                return  # No interval configured, skip reload
+            
+            current_time = datetime.utcnow()
+            
+            # Check if we need to reload based on interval or force reload
+            should_reload = False
+            
+            if force_reload:
+                should_reload = True
+                verbose_proxy_logger.info("Model cost map reload triggered by force reload flag")
+            elif interval_hours is not None:
+                # Use pod's in-memory last reload time
+                global last_model_cost_map_reload
+                if last_model_cost_map_reload is not None:
+                    try:
+                        last_reload_time = datetime.fromisoformat(last_model_cost_map_reload)
+                        time_since_last_reload = current_time - last_reload_time
+                        hours_since_last_reload = time_since_last_reload.total_seconds() / 3600
+                        
+                        if hours_since_last_reload >= interval_hours:
+                            should_reload = True
+                            verbose_proxy_logger.info(f"Model cost map reload triggered by interval. Hours since last reload: {hours_since_last_reload:.2f}, Interval: {interval_hours}")
+                    except Exception as e:
+                        verbose_proxy_logger.warning(f"Error parsing last reload time: {e}")
+                        # If we can't parse the last reload time, reload anyway
+                        should_reload = True
+                else:
+                    # No last reload time recorded, reload now
+                    should_reload = True
+                    verbose_proxy_logger.info("Model cost map reload triggered - no previous reload time recorded")
+            
+            if should_reload:
+                # Perform the reload
+                from litellm.litellm_core_utils.get_model_cost_map import get_model_cost_map
+                model_cost_map_url = litellm.model_cost_map_url
+                new_model_cost_map = get_model_cost_map(url=model_cost_map_url)
+                litellm.model_cost = new_model_cost_map
+                
+                # Update pod's in-memory last reload time
+                last_model_cost_map_reload = current_time.isoformat()
+                
+                # Clear force reload flag in database
+                await prisma_client.db.litellm_config.upsert(
+                    where={"param_name": "model_cost_map_reload_config"},
+                    data={
+                        "create": {
+                            "param_name": "model_cost_map_reload_config",
+                                                    "param_value": safe_dumps({
+                            "interval_hours": interval_hours,
+                            "force_reload": False
+                        })
+                        },
+                        "update": {
+                                                    "param_value": safe_dumps({
+                            "force_reload": False
+                        })
+                        }
+                    }
+                )
+                
+                verbose_proxy_logger.info(f"Model cost map reloaded successfully. Models count: {len(new_model_cost_map) if new_model_cost_map else 0}")
+                
+        except Exception as e:
+            verbose_proxy_logger.exception(f"Error in _check_and_reload_model_cost_map: {str(e)}")
 
     async def _init_prompts_in_db(self, prisma_client: PrismaClient):
         from litellm.proxy.prompts.prompt_registry import IN_MEMORY_PROMPT_REGISTRY
@@ -3537,6 +3628,7 @@ class ProxyStartupEvent:
             args=[prisma_client, db_writer_client, proxy_logging_obj],
         )
 
+
         ### ADD NEW MODELS ###
         store_model_in_db = (
             get_secret_bool("STORE_MODEL_IN_DB", store_model_in_db) or store_model_in_db
@@ -8919,24 +9011,51 @@ async def reload_model_cost_map(
         )
     
     try:
+        global prisma_client
+        if prisma_client is None:
+            raise HTTPException(
+                status_code=500,
+                detail="Database connection not available"
+            )
+        
+        # Immediately reload the model cost map in the current pod
         from litellm.litellm_core_utils.get_model_cost_map import get_model_cost_map
-        
-        # Get the current URL from litellm configuration
         model_cost_map_url = litellm.model_cost_map_url
-        
-        # Reload the model cost map
         new_model_cost_map = get_model_cost_map(url=model_cost_map_url)
-        
-        # Update the global model_cost variable
         litellm.model_cost = new_model_cost_map
         
-        verbose_proxy_logger.info("Model cost map reloaded successfully")
+        # Update pod's in-memory last reload time
+        global last_model_cost_map_reload
+        current_time = datetime.utcnow()
+        last_model_cost_map_reload = current_time.isoformat()
+        
+        # Set force reload flag in database for other pods
+        await prisma_client.db.litellm_config.upsert(
+            where={"param_name": "model_cost_map_reload_config"},
+            data={
+                "create": {
+                    "param_name": "model_cost_map_reload_config",
+                    "param_value": safe_dumps({
+                        "interval_hours": None,
+                        "force_reload": True
+                    })
+                },
+                "update": {
+                    "param_value": safe_dumps({
+                        "force_reload": True
+                    })
+                }
+            }
+        )
+        
+        models_count = len(new_model_cost_map) if new_model_cost_map else 0
+        verbose_proxy_logger.info(f"Model cost map reloaded successfully in current pod. Models count: {models_count}")
         
         return {
-            "message": "Model cost map reloaded successfully",
+            "message": f"Price data reloaded successfully! {models_count} models updated.",
             "status": "success",
-            "timestamp": datetime.utcnow().isoformat(),
-            "models_count": len(new_model_cost_map) if new_model_cost_map else 0
+            "models_count": models_count,
+            "timestamp": current_time.isoformat()
         }
     except Exception as e:
         verbose_proxy_logger.exception(f"Failed to reload model cost map: {str(e)}")
@@ -8946,6 +9065,217 @@ async def reload_model_cost_map(
         )
 
 
+@router.post(
+    "/schedule/model_cost_map_reload",
+    tags=["model management"],
+    dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
+)
+async def schedule_model_cost_map_reload(
+    hours: int,
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
+    """
+    ADMIN ONLY / MASTER KEY Only Endpoint
+    
+    Schedule periodic reload of the model cost map.
+    This will create a background job that reloads the model cost map every specified hours.
+    """
+    # Check if user is admin
+    if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN:
+        raise HTTPException(
+            status_code=403,
+            detail=f"Access denied. Admin role required. Current role: {user_api_key_dict.user_role}",
+        )
+    
+    if hours <= 0:
+        raise HTTPException(
+            status_code=400,
+            detail="Hours must be greater than 0"
+        )
+    
+    try:
+        global prisma_client
+        if prisma_client is None:
+            raise HTTPException(
+                status_code=500,
+                detail="Database connection not available"
+            )
+        
+        # Update database with new reload configuration
+        await prisma_client.db.litellm_config.upsert(
+            where={"param_name": "model_cost_map_reload_config"},
+            data={
+                "create": {
+                    "param_name": "model_cost_map_reload_config",
+                    "param_value": safe_dumps({
+                        "interval_hours": hours,
+                        "force_reload": False
+                    })
+                },
+                "update": {
+                    "param_value": safe_dumps({
+                        "interval_hours": hours,
+                        "force_reload": False
+                    })
+                }
+            }
+        )
+        
+        verbose_proxy_logger.info(f"Model cost map reload scheduled for every {hours} hours")
+        
+        return {
+            "message": f"Model cost map reload scheduled for every {hours} hours",
+            "status": "success",
+            "interval_hours": hours,
+            "timestamp": datetime.utcnow().isoformat()
+        }
+    except Exception as e:
+        verbose_proxy_logger.exception(f"Failed to schedule model cost map reload: {str(e)}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Failed to schedule model cost map reload: {str(e)}"
+        )
+
+
+@router.delete(
+    "/schedule/model_cost_map_reload",
+    tags=["model management"],
+    dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
+)
+async def cancel_model_cost_map_reload(
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
+    """
+    ADMIN ONLY / MASTER KEY Only Endpoint
+    
+    Cancel the scheduled periodic reload of the model cost map.
+    """
+    # Check if user is admin
+    if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN:
+        raise HTTPException(
+            status_code=403,
+            detail=f"Access denied. Admin role required. Current role: {user_api_key_dict.user_role}",
+        )
+    
+    try:
+        global prisma_client
+        if prisma_client is None:
+            raise HTTPException(
+                status_code=500,
+                detail="Database connection not available"
+            )
+        
+        # Remove reload configuration from database
+        await prisma_client.db.litellm_config.delete(
+            where={"param_name": "model_cost_map_reload_config"}
+        )
+        
+        verbose_proxy_logger.info("Model cost map reload schedule cancelled")
+        
+        return {
+            "message": "Model cost map reload schedule cancelled",
+            "status": "success",
+            "timestamp": datetime.utcnow().isoformat()
+        }
+    except Exception as e:
+        verbose_proxy_logger.exception(f"Failed to cancel model cost map reload: {str(e)}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Failed to cancel model cost map reload: {str(e)}"
+        )
+
+
+@router.get(
+    "/schedule/model_cost_map_reload/status",
+    tags=["model management"],
+    dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
+)
+async def get_model_cost_map_reload_status(
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
+    """
+    ADMIN ONLY / MASTER KEY Only Endpoint
+    
+    Get the status of the scheduled model cost map reload job.
+    """
+    # Check if user is admin
+    if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN:
+        raise HTTPException(
+            status_code=403,
+            detail=f"Access denied. Admin role required. Current role: {user_api_key_dict.user_role}",
+        )
+    
+    try:
+        global prisma_client, last_model_cost_map_reload
+        
+        verbose_proxy_logger.info(f"Checking model cost map reload status. Last reload: {last_model_cost_map_reload}")
+        
+        if prisma_client is None:
+            verbose_proxy_logger.info("No database connection, returning not scheduled")
+            return {
+                "scheduled": False,
+                "interval_hours": None,
+                "last_run": None,
+                "next_run": None
+            }
+        
+        # Get reload configuration from database
+        config_record = await prisma_client.db.litellm_config.find_unique(
+            where={"param_name": "model_cost_map_reload_config"}
+        )
+        
+        if config_record is None or config_record.param_value is None:
+            verbose_proxy_logger.info("No model cost map reload configuration found")
+            return {
+                "scheduled": False,
+                "interval_hours": None,
+                "last_run": None,
+                "next_run": None
+            }
+        
+        config = config_record.param_value
+        interval_hours = config.get("interval_hours")
+        
+        if interval_hours is None:
+            verbose_proxy_logger.info("No interval configured, returning not scheduled")
+            return {
+                "scheduled": False,
+                "interval_hours": None,
+                "last_run": None,
+                "next_run": None
+            }
+        
+        current_time = datetime.utcnow()
+        next_run = None
+        
+        # Use pod's in-memory last reload time
+        if last_model_cost_map_reload is not None:
+            try:
+                last_reload_time = datetime.fromisoformat(last_model_cost_map_reload)
+                time_since_last_reload = current_time - last_reload_time
+                hours_since_last_reload = time_since_last_reload.total_seconds() / 3600
+                
+                if hours_since_last_reload < interval_hours:
+                    next_run = (last_reload_time + timedelta(hours=interval_hours)).isoformat()
+            except Exception as e:
+                verbose_proxy_logger.warning(f"Error parsing last reload time: {e}")
+        
+        return {
+            "scheduled": True,
+            "interval_hours": interval_hours,
+            "last_run": last_model_cost_map_reload,
+            "next_run": next_run
+        }
+    except Exception as e:
+        verbose_proxy_logger.exception(f"Failed to get model cost map reload status: {str(e)}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Failed to get model cost map reload status: {str(e)}"
+        )
+
 @router.get("/", dependencies=[Depends(user_api_key_auth)])
 async def home(request: Request):
     return "LiteLLM: RUNNING"
diff --git a/tests/test_litellm/proxy/test_proxy_server.py b/tests/test_litellm/proxy/test_proxy_server.py
index feb3f154f3..c774602e5c 100644
--- a/tests/test_litellm/proxy/test_proxy_server.py
+++ b/tests/test_litellm/proxy/test_proxy_server.py
@@ -5,6 +5,7 @@ import os
 import socket
 import subprocess
 import sys
+from datetime import datetime
 from unittest import mock
 from unittest.mock import AsyncMock, MagicMock, mock_open, patch
 
@@ -1222,15 +1223,21 @@ class TestPriceDataReloadAPI:
         """Test that admin users can access the reload endpoint"""
         with patch('litellm.litellm_core_utils.get_model_cost_map.get_model_cost_map') as mock_get_map:
             mock_get_map.return_value = {"gpt-3.5-turbo": {"input_cost_per_token": 0.001}}
-            
-            response = client_with_auth.post("/reload/model_cost_map")
-            
-            assert response.status_code == 200
-            data = response.json()
-            assert data["status"] == "success"
-            assert "message" in data
-            assert "timestamp" in data
-            assert "models_count" in data
+            # Mock the database connection
+            with patch('litellm.proxy.proxy_server.prisma_client') as mock_prisma:
+                mock_prisma.db.litellm_config.upsert = AsyncMock(return_value=None)
+                
+                response = client_with_auth.post("/reload/model_cost_map")
+                
+                assert response.status_code == 200
+                data = response.json()
+                assert data["status"] == "success"
+                assert "message" in data
+                assert "timestamp" in data
+                assert "models_count" in data
+                # The new implementation immediately reloads and returns the count
+                assert "Price data reloaded successfully! 1 models updated." in data["message"]
+                assert data["models_count"] == 1
     
     def test_reload_model_cost_map_non_admin_access(self, client_with_auth):
         """Test that non-admin users cannot access the reload endpoint"""
@@ -1274,11 +1281,155 @@ class TestPriceDataReloadAPI:
         with patch('litellm.litellm_core_utils.get_model_cost_map.get_model_cost_map') as mock_get_map:
             mock_get_map.side_effect = Exception("Network error")
             
-            response = client_with_auth.post("/reload/model_cost_map")
-            
-            assert response.status_code == 500
+            # Mock the database connection
+            with patch('litellm.proxy.proxy_server.prisma_client') as mock_prisma:
+                mock_prisma.db.litellm_config.upsert = AsyncMock(return_value=None)
+                
+                response = client_with_auth.post("/reload/model_cost_map")
+                
+                assert response.status_code == 500  # The new implementation immediately reloads and fails on error
+                data = response.json()
+                assert "Failed to reload model cost map" in data["detail"]
+
+    def test_schedule_model_cost_map_reload_admin_access(self, client_with_auth):
+        """Test that admin users can schedule periodic reload"""
+        with patch('litellm.proxy.proxy_server.prisma_client') as mock_prisma:
+            # Mock database upsert
+            mock_prisma.db.litellm_config.upsert = AsyncMock(return_value=None)
+    
+            response = client_with_auth.post("/schedule/model_cost_map_reload?hours=6")
+    
+            assert response.status_code == 200
             data = response.json()
-            assert "Failed to reload model cost map" in data["detail"]
+            assert data["status"] == "success"
+            assert data["interval_hours"] == 6
+            assert "message" in data
+            assert "timestamp" in data
+
+    def test_schedule_model_cost_map_reload_non_admin_access(self, client_with_auth):
+        """Test that non-admin users cannot schedule periodic reload"""
+        # Mock non-admin user
+        mock_auth = MagicMock()
+        mock_auth.user_role = "user"  # Non-admin role
+        app.dependency_overrides[user_api_key_auth] = lambda: mock_auth
+        
+        response = client_with_auth.post("/schedule/model_cost_map_reload?hours=6")
+        
+        assert response.status_code == 403
+        data = response.json()
+        assert "Access denied" in data["detail"]
+        assert "Admin role required" in data["detail"]
+
+    def test_schedule_model_cost_map_reload_invalid_hours(self, client_with_auth):
+        """Test that invalid hours parameter is rejected"""
+        response = client_with_auth.post("/schedule/model_cost_map_reload?hours=0")
+        
+        assert response.status_code == 400
+        data = response.json()
+        assert "Hours must be greater than 0" in data["detail"]
+
+    def test_cancel_model_cost_map_reload_admin_access(self, client_with_auth):
+        """Test that admin users can cancel periodic reload"""
+        with patch('litellm.proxy.proxy_server.prisma_client') as mock_prisma:
+            # Mock database delete
+            mock_prisma.db.litellm_config.delete = AsyncMock(return_value=None)
+            
+            response = client_with_auth.delete("/schedule/model_cost_map_reload")
+            
+            assert response.status_code == 200
+            data = response.json()
+            assert data["status"] == "success"
+            assert "message" in data
+            assert "timestamp" in data
+
+    def test_cancel_model_cost_map_reload_non_admin_access(self, client_with_auth):
+        """Test that non-admin users cannot cancel periodic reload"""
+        # Mock non-admin user
+        mock_auth = MagicMock()
+        mock_auth.user_role = "user"  # Non-admin role
+        app.dependency_overrides[user_api_key_auth] = lambda: mock_auth
+        
+        response = client_with_auth.delete("/schedule/model_cost_map_reload")
+        
+        assert response.status_code == 403
+        data = response.json()
+        assert "Access denied" in data["detail"]
+        assert "Admin role required" in data["detail"]
+
+    def test_get_model_cost_map_reload_status_admin_access(self, client_with_auth):
+        """Test that admin users can get reload status"""
+        with patch('litellm.proxy.proxy_server.prisma_client') as mock_prisma:
+            # Mock database config record
+            mock_config = MagicMock()
+            mock_config.param_value = {
+                "interval_hours": 6,
+                "force_reload": False
+            }
+            mock_prisma.db.litellm_config.find_unique = AsyncMock(return_value=mock_config)
+            
+            # Mock the last reload time and current time
+            with patch('litellm.proxy.proxy_server.last_model_cost_map_reload', "2024-01-01T06:00:00"):
+                with patch('litellm.proxy.proxy_server.datetime') as mock_datetime:
+                    # Mock current time to be 1 hour after last reload
+                    mock_datetime.utcnow.return_value = datetime(2024, 1, 1, 7, 0, 0)
+                    mock_datetime.fromisoformat = datetime.fromisoformat
+                    
+                    response = client_with_auth.get("/schedule/model_cost_map_reload/status")
+                    
+                    assert response.status_code == 200
+                    data = response.json()
+                    assert data["scheduled"] == True
+                    assert data["interval_hours"] == 6
+                    assert data["last_run"] == "2024-01-01T06:00:00"
+                    assert data["next_run"] == "2024-01-01T12:00:00"
+
+    def test_get_model_cost_map_reload_status_non_admin_access(self, client_with_auth):
+        """Test that non-admin users cannot get reload status"""
+        # Mock non-admin user
+        mock_auth = MagicMock()
+        mock_auth.user_role = "user"  # Non-admin role
+        app.dependency_overrides[user_api_key_auth] = lambda: mock_auth
+        
+        response = client_with_auth.get("/schedule/model_cost_map_reload/status")
+        
+        assert response.status_code == 403
+        data = response.json()
+        assert "Access denied" in data["detail"]
+        assert "Admin role required" in data["detail"]
+
+    def test_get_model_cost_map_reload_status_no_config(self, client_with_auth):
+        """Test that status returns not scheduled when no config exists"""
+        with patch('litellm.proxy.proxy_server.prisma_client') as mock_prisma:
+            mock_prisma.db.litellm_config.find_unique = AsyncMock(return_value=None)
+            
+            response = client_with_auth.get("/schedule/model_cost_map_reload/status")
+            
+            assert response.status_code == 200
+            data = response.json()
+            assert data["scheduled"] == False
+            assert data["interval_hours"] == None
+            assert data["last_run"] == None
+            assert data["next_run"] == None
+
+    def test_get_model_cost_map_reload_status_no_interval(self, client_with_auth):
+        """Test that status returns not scheduled when no interval is configured"""
+        with patch('litellm.proxy.proxy_server.prisma_client') as mock_prisma:
+            # Mock config with no interval
+            mock_config = MagicMock()
+            mock_config.param_value = {
+                "interval_hours": None,
+                "force_reload": False
+            }
+            mock_prisma.db.litellm_config.find_unique = AsyncMock(return_value=mock_config)
+            
+            response = client_with_auth.get("/schedule/model_cost_map_reload/status")
+            
+            assert response.status_code == 200
+            data = response.json()
+            assert data["scheduled"] == False
+            assert data["interval_hours"] == None
+            assert data["last_run"] == None
+            assert data["next_run"] == None
 
 
 class TestPriceDataReloadIntegration:
@@ -1319,13 +1470,70 @@ class TestPriceDataReloadIntegration:
         with patch('litellm.litellm_core_utils.get_model_cost_map.get_model_cost_map') as mock_get_map:
             mock_get_map.return_value = mock_cost_map
             
-            # Test reload endpoint
-            response = client_with_auth.post("/reload/model_cost_map")
-            assert response.status_code == 200
+            # Mock the database connection
+            with patch('litellm.proxy.proxy_server.prisma_client') as mock_prisma:
+                mock_prisma.db.litellm_config.upsert = AsyncMock(return_value=None)
+                
+                # Test reload endpoint
+                response = client_with_auth.post("/reload/model_cost_map")
+                assert response.status_code == 200
+                
+                # Test get endpoint
+                response = client_with_auth.get("/get/litellm_model_cost_map")
+                assert response.status_code == 200
+    
+    def test_distributed_reload_check_function(self):
+        """Test the _check_and_reload_model_cost_map function"""
+        from litellm.proxy.proxy_server import ProxyConfig
+        
+        proxy_config = ProxyConfig()
+        
+        # Mock prisma client
+        mock_prisma = MagicMock()
+        
+        # Test case 1: No config in database
+        mock_prisma.db.litellm_config.find_unique = AsyncMock(return_value=None)
+        
+        # Should return early without reloading
+        asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma))
+        
+        # Test case 2: Config with interval but not time to reload
+        mock_config = MagicMock()
+        mock_config.param_value = {
+            "interval_hours": 6,
+            "force_reload": False
+        }
+        mock_prisma.db.litellm_config.find_unique = AsyncMock(return_value=mock_config)
+        
+        # Mock current time and last reload time
+        with patch('litellm.proxy.proxy_server.last_model_cost_map_reload', "2024-01-01T06:00:00"):
+            with patch('litellm.proxy.proxy_server.datetime') as mock_datetime:
+                mock_datetime.utcnow.return_value = datetime(2024, 1, 1, 7, 0, 0)  # 1 hour later
+                
+                # Should not reload (only 1 hour passed, need 6)
+                asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma))
+        
+        # Test case 3: Config with force reload
+        mock_config.param_value = {
+            "interval_hours": 6,
+            "force_reload": True
+        }
+        mock_prisma.db.litellm_config.find_unique = AsyncMock(return_value=mock_config)
+        mock_prisma.db.litellm_config.upsert = AsyncMock(return_value=None)
+        
+        with patch('litellm.litellm_core_utils.get_model_cost_map.get_model_cost_map') as mock_get_map:
+            mock_get_map.return_value = {"gpt-3.5-turbo": {"input_cost_per_token": 0.001}}
             
-            # Test get endpoint
-            response = client_with_auth.get("/get/litellm_model_cost_map")
-            assert response.status_code == 200
+            # Should reload due to force flag
+            asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma))
+            
+            # Verify force_reload was reset to False
+            mock_prisma.db.litellm_config.upsert.assert_called()
+            call_args = mock_prisma.db.litellm_config.upsert.call_args
+            # The param_value is now a JSON string, so we need to parse it
+            param_value_json = call_args[1]['data']['update']['param_value']
+            param_value_dict = json.loads(param_value_json)
+            assert param_value_dict['force_reload'] == False
     
     def test_config_file_parsing(self):
         """Test parsing of config file with reload settings"""
@@ -1354,3 +1562,69 @@ model_list:
         # Verify models are present
         assert "model_list" in config
         assert len(config["model_list"]) == 2
+    def test_database_config_storage(self):
+        """Test that configuration is properly stored in database"""
+        # Mock prisma client
+        mock_prisma = MagicMock()
+        
+        # Test the database upsert call that would be made by the schedule endpoint
+        mock_prisma.db.litellm_config.upsert = AsyncMock(return_value=None)
+        
+        # Simulate the database call that the schedule endpoint would make
+        asyncio.run(mock_prisma.db.litellm_config.upsert(
+            where={"param_name": "model_cost_map_reload_config"},
+            data={
+                "create": {
+                    "param_name": "model_cost_map_reload_config",
+                    "param_value": {
+                        "interval_hours": 6,
+                        "force_reload": False
+                    }
+                },
+                "update": {
+                    "param_value": {
+                        "interval_hours": 6,
+                        "force_reload": False
+                    }
+                }
+            }
+        ))
+        
+        # Verify database upsert was called with correct data
+        mock_prisma.db.litellm_config.upsert.assert_called_once()
+        call_args = mock_prisma.db.litellm_config.upsert.call_args
+        assert call_args[1]['where']['param_name'] == "model_cost_map_reload_config"
+        assert call_args[1]['data']['create']['param_value']['interval_hours'] == 6
+        assert call_args[1]['data']['create']['param_value']['force_reload'] == False
+
+    def test_manual_reload_force_flag(self):
+        """Test that manual reload sets force flag correctly"""
+        # Mock prisma client
+        mock_prisma = MagicMock()
+        
+        # Test the database upsert call that would be made by the manual reload endpoint
+        mock_prisma.db.litellm_config.upsert = AsyncMock(return_value=None)
+        
+        # Simulate the database call that the manual reload endpoint would make
+        asyncio.run(mock_prisma.db.litellm_config.upsert(
+            where={"param_name": "model_cost_map_reload_config"},
+            data={
+                "create": {
+                    "param_name": "model_cost_map_reload_config",
+                    "param_value": {
+                        "interval_hours": None,
+                        "force_reload": True
+                    }
+                },
+                "update": {
+                    "param_value": {
+                        "force_reload": True
+                    }
+                }
+            }
+        ))
+        
+        # Verify force_reload flag was set
+        mock_prisma.db.litellm_config.upsert.assert_called_once()
+        call_args = mock_prisma.db.litellm_config.upsert.call_args
+        assert call_args[1]['data']['update']['param_value']['force_reload'] == True
diff --git a/ui/litellm-dashboard/package-lock.json b/ui/litellm-dashboard/package-lock.json
index db4a360bab..a80d65485e 100644
--- a/ui/litellm-dashboard/package-lock.json
+++ b/ui/litellm-dashboard/package-lock.json
@@ -20484,6 +20484,126 @@
         "type": "github",
         "url": "https://github.com/sponsors/wooorm"
       }
+    },
+    "node_modules/@next/swc-darwin-x64": {
+      "version": "14.2.30",
+      "resolved": "https://registry.npmjs.org/@next/swc-darwin-x64/-/swc-darwin-x64-14.2.30.tgz",
+      "integrity": "sha512-TyO7Wz1IKE2kGv8dwQ0bmPL3s44EKVencOqwIY69myoS3rdpO1NPg5xPM5ymKu7nfX4oYJrpMxv8G9iqLsnL4A==",
+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-arm64-gnu": {
+      "version": "14.2.30",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-gnu/-/swc-linux-arm64-gnu-14.2.30.tgz",
+      "integrity": "sha512-I5lg1fgPJ7I5dk6mr3qCH1hJYKJu1FsfKSiTKoYwcuUf53HWTrEkwmMI0t5ojFKeA6Vu+SfT2zVy5NS0QLXV4Q==",
+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-arm64-musl": {
+      "version": "14.2.30",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-musl/-/swc-linux-arm64-musl-14.2.30.tgz",
+      "integrity": "sha512-8GkNA+sLclQyxgzCDs2/2GSwBc92QLMrmYAmoP2xehe5MUKBLB2cgo34Yu242L1siSkwQkiV4YLdCnjwc/Micw==",
+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-x64-gnu": {
+      "version": "14.2.30",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-gnu/-/swc-linux-x64-gnu-14.2.30.tgz",
+      "integrity": "sha512-8Ly7okjssLuBoe8qaRCcjGtcMsv79hwzn/63wNeIkzJVFVX06h5S737XNr7DZwlsbTBDOyI6qbL2BJB5n6TV/w==",
+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-x64-musl": {
+      "version": "14.2.30",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-musl/-/swc-linux-x64-musl-14.2.30.tgz",
+      "integrity": "sha512-dBmV1lLNeX4mR7uI7KNVHsGQU+OgTG5RGFPi3tBJpsKPvOPtg9poyav/BYWrB3GPQL4dW5YGGgalwZ79WukbKQ==",
+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-win32-arm64-msvc": {
+      "version": "14.2.30",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-arm64-msvc/-/swc-win32-arm64-msvc-14.2.30.tgz",
+      "integrity": "sha512-6MMHi2Qc1Gkq+4YLXAgbYslE1f9zMGBikKMdmQRHXjkGPot1JY3n5/Qrbg40Uvbi8//wYnydPnyvNhI1DMUW1g==",
+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-win32-ia32-msvc": {
+      "version": "14.2.30",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-ia32-msvc/-/swc-win32-ia32-msvc-14.2.30.tgz",
+      "integrity": "sha512-pVZMnFok5qEX4RT59mK2hEVtJX+XFfak+/rjHpyFh7juiT52r177bfFKhnlafm0UOSldhXjj32b+LZIOdswGTg==",
+      "cpu": [
+        "ia32"
+      ],
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-win32-x64-msvc": {
+      "version": "14.2.30",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-x64-msvc/-/swc-win32-x64-msvc-14.2.30.tgz",
+      "integrity": "sha512-4KCo8hMZXMjpTzs3HOqOGYYwAXymXIy7PEPAXNEcEOyKqkjiDlECumrWziy+JEF0Oi4ILHGxzgQ3YiMGG2t/Lg==",
+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
     }
   }
 }
diff --git a/ui/litellm-dashboard/src/components/model_dashboard.tsx b/ui/litellm-dashboard/src/components/model_dashboard.tsx
index a4c11560fa..cd4fd66e58 100644
--- a/ui/litellm-dashboard/src/components/model_dashboard.tsx
+++ b/ui/litellm-dashboard/src/components/model_dashboard.tsx
@@ -1045,30 +1045,14 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
     <div className="w-full mx-4 h-[75vh]">
       <Grid numItems={1} className="gap-2 p-8 w-full mt-2">
         <Col numColSpan={1} className="flex flex-col gap-2">
-          {/* Price Data Reload Section */}
+          {/* Model Management Header */}
           <div className="flex justify-between items-center mb-4">
             <div>
               <h2 className="text-lg font-semibold">Model Management</h2>
               <p className="text-sm text-gray-600">
-                Manage your models and pricing data
+                Manage your models and configurations
               </p>
             </div>
-            {all_admin_roles.includes(userRole) && (
-              <PriceDataReload
-                accessToken={accessToken}
-                onReloadSuccess={() => {
-                  // Refresh the model map after successful reload
-                  const fetchModelMap = async () => {
-                    const data = await modelCostMap(accessToken);
-                    setModelMap(data);
-                  };
-                  fetchModelMap();
-                }}
-                buttonText="Reload Price Data"
-                size="small"
-                type="primary"
-              />
-            )}
           </div>
           {selectedModelId ? (
             <ModelInfoView
@@ -1134,6 +1118,9 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
                   {all_admin_roles.includes(userRole) && (
                     <Tab>Model Group Alias</Tab>
                   )}
+                  {all_admin_roles.includes(userRole) && (
+                    <Tab>Price Data Reload</Tab>
+                  )}
                 </div>
 
                 <div className="flex items-center space-x-2">
@@ -1905,6 +1892,31 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
                     onAliasUpdate={setModelGroupAlias}
                   />
                 </TabPanel>
+                <TabPanel>
+                  <div className="p-6">
+                    <div className="mb-6">
+                      <Title>Price Data Management</Title>
+                      <Text className="text-tremor-content">
+                        Manage model pricing data and configure automatic reload schedules
+                      </Text>
+                    </div>
+                    <PriceDataReload
+                      accessToken={accessToken}
+                      onReloadSuccess={() => {
+                        // Refresh the model map after successful reload
+                        const fetchModelMap = async () => {
+                          const data = await modelCostMap(accessToken);
+                          setModelMap(data);
+                        };
+                        fetchModelMap();
+                      }}
+                      buttonText="Reload Price Data"
+                      size="middle"
+                      type="primary"
+                      className="w-full"
+                    />
+                  </div>
+                </TabPanel>
               </TabPanels>
             </TabGroup>
           )}
diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx
index 8097f9c497..12a3faa8ad 100644
--- a/ui/litellm-dashboard/src/components/networking.tsx
+++ b/ui/litellm-dashboard/src/components/networking.tsx
@@ -278,6 +278,78 @@ export const reloadModelCostMap = async (accessToken: string) => {
     throw error;
   }
 };
+
+export const scheduleModelCostMapReload = async (accessToken: string, hours: number) => {
+  try {
+    const url = proxyBaseUrl
+      ? `${proxyBaseUrl}/schedule/model_cost_map_reload?hours=${hours}`
+      : `/schedule/model_cost_map_reload?hours=${hours}`;
+    const response = await fetch(url, {
+      method: "POST",
+      headers: {
+        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
+        "Content-Type": "application/json",
+      },
+    });
+    const jsonData = await response.json();
+    console.log(`Schedule model cost map reload response: ${jsonData}`);
+    return jsonData;
+  } catch (error) {
+    console.error("Failed to schedule model cost map reload:", error);
+    throw error;
+  }
+};
+
+export const cancelModelCostMapReload = async (accessToken: string) => {
+  try {
+    const url = proxyBaseUrl
+      ? `${proxyBaseUrl}/schedule/model_cost_map_reload`
+      : `/schedule/model_cost_map_reload`;
+    const response = await fetch(url, {
+      method: "DELETE",
+      headers: {
+        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
+        "Content-Type": "application/json",
+      },
+    });
+    const jsonData = await response.json();
+    console.log(`Cancel model cost map reload response: ${jsonData}`);
+    return jsonData;
+  } catch (error) {
+    console.error("Failed to cancel model cost map reload:", error);
+    throw error;
+  }
+};
+
+export const getModelCostMapReloadStatus = async (accessToken: string) => {
+  try {
+    const url = proxyBaseUrl
+      ? `${proxyBaseUrl}/schedule/model_cost_map_reload/status`
+      : `/schedule/model_cost_map_reload/status`;
+    console.log("Fetching status from URL:", url);
+    const response = await fetch(url, {
+      method: "GET",
+      headers: {
+        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
+        "Content-Type": "application/json",
+      },
+    });
+    
+    if (!response.ok) {
+      console.error(`Status request failed with status: ${response.status}`);
+      const errorText = await response.text();
+      console.error("Error response:", errorText);
+      throw new Error(`HTTP ${response.status}: ${errorText}`);
+    }
+    
+    const jsonData = await response.json();
+    console.log(`Model cost map reload status:`, jsonData);
+    return jsonData;
+  } catch (error) {
+    console.error("Failed to get model cost map reload status:", error);
+    throw error;
+  }
+};
 export const modelCreateCall = async (
   accessToken: string,
   formValues: Model
diff --git a/ui/litellm-dashboard/src/components/price_data_reload.tsx b/ui/litellm-dashboard/src/components/price_data_reload.tsx
index e31fa7d37a..05d3a2e102 100644
--- a/ui/litellm-dashboard/src/components/price_data_reload.tsx
+++ b/ui/litellm-dashboard/src/components/price_data_reload.tsx
@@ -1,6 +1,17 @@
-import React, { useState } from "react";
-import { Button, message, Popconfirm, Tooltip } from "antd";
-import { reloadModelCostMap } from "./networking";
+import React, { useState, useEffect } from "react";
+import { Button, Popconfirm, message, Modal, InputNumber, Space, Typography, Tag, Card } from "antd";
+import { ReloadOutlined, ClockCircleOutlined, StopOutlined } from "@ant-design/icons";
+import { reloadModelCostMap, scheduleModelCostMapReload, cancelModelCostMapReload, getModelCostMapReloadStatus } from "./networking";
+
+const { Text } = Typography;
+
+interface ReloadStatus {
+  scheduled: boolean;
+  interval_hours: number | null;
+  last_run: string | null;
+  next_run: string | null;
+}
+
 
 interface PriceDataReloadProps {
   accessToken: string;
@@ -22,22 +33,65 @@ const PriceDataReload: React.FC<PriceDataReloadProps> = ({
   className = "",
 }) => {
   const [isLoading, setIsLoading] = useState(false);
+  const [isScheduling, setIsScheduling] = useState(false);
+  const [isCancelling, setIsCancelling] = useState(false);
+  const [showScheduleModal, setShowScheduleModal] = useState(false);
+  const [hours, setHours] = useState<number>(6);
+  const [reloadStatus, setReloadStatus] = useState<ReloadStatus | null>(null);
+  const [loadingStatus, setLoadingStatus] = useState(false);
 
-  const handleReload = async () => {
+  // Fetch status on component mount and periodically
+  useEffect(() => {
+    fetchReloadStatus();
+    
+    // Refresh status every 30 seconds to keep it up to date
+    const interval = setInterval(() => {
+      fetchReloadStatus();
+    }, 30000);
+    
+    return () => clearInterval(interval);
+  }, [accessToken]);
+
+  const fetchReloadStatus = async () => {
+    if (!accessToken) return;
+    
+    setLoadingStatus(true);
+    try {
+      console.log("Fetching reload status...");
+      const status = await getModelCostMapReloadStatus(accessToken);
+      console.log("Received status:", status);
+      setReloadStatus(status);
+    } catch (error) {
+      console.error("Failed to fetch reload status:", error);
+      // Set a default status to prevent UI issues
+      setReloadStatus({
+        scheduled: false,
+        interval_hours: null,
+        last_run: null,
+        next_run: null
+      });
+    } finally {
+      setLoadingStatus(false);
+    }
+  };
+
+  const handleHardRefresh = async () => {
     if (!accessToken) {
       message.error("No access token available");
       return;
     }
-
+    
     setIsLoading(true);
     try {
       const response = await reloadModelCostMap(accessToken);
-      
+
       if (response.status === "success") {
         message.success(
           `Price data reloaded successfully! ${response.models_count || 0} models updated.`
         );
         onReloadSuccess?.();
+        // Refresh status after successful reload
+        await fetchReloadStatus();
       } else {
         message.error("Failed to reload price data");
       }
@@ -48,73 +102,266 @@ const PriceDataReload: React.FC<PriceDataReloadProps> = ({
       setIsLoading(false);
     }
   };
+  const handleScheduleReload = async () => {
+    if (!accessToken) {
+      message.error("No access token available");
+      return;
+    }
+
+    if (hours <= 0) {
+      message.error("Hours must be greater than 0");
+      return;
+    }
+    
+    setIsScheduling(true);
+    try {
+      const response = await scheduleModelCostMapReload(accessToken, hours);
+      
+      if (response.status === "success") {
+        message.success(`Periodic reload scheduled for every ${hours} hours`);
+        setShowScheduleModal(false);
+        await fetchReloadStatus();
+      } else {
+        message.error("Failed to schedule periodic reload");
+      }
+    } catch (error) {
+      console.error("Error scheduling reload:", error);
+      message.error("Failed to schedule periodic reload. Please try again.");
+    } finally {
+      setIsScheduling(false);
+    }
+  };
+
+  const handleCancelReload = async () => {
+    if (!accessToken) {
+      message.error("No access token available");
+      return;
+    }
+    
+    setIsCancelling(true);
+    try {
+      const response = await cancelModelCostMapReload(accessToken);
+      
+      if (response.status === "success") {
+        message.success("Periodic reload cancelled successfully");
+        await fetchReloadStatus();
+      } else {
+        message.error("Failed to cancel periodic reload");
+      }
+    } catch (error) {
+      console.error("Error cancelling reload:", error);
+      message.error("Failed to cancel periodic reload. Please try again.");
+    } finally {
+      setIsCancelling(false);
+    }
+  };
+
+  const formatDateTime = (dateTimeString: string | null) => {
+    if (!dateTimeString) return "Never";
+    try {
+      return new Date(dateTimeString).toLocaleString();
+    } catch {
+      return dateTimeString;
+    }
+  };
+
+  const getStatusText = () => {
+    if (!reloadStatus?.scheduled) return 'Not scheduled';
+    if (!reloadStatus.last_run) return 'Ready';
+    return 'Active';
+  };
+
+  const getStatusColor = () => {
+    if (!reloadStatus?.scheduled) return 'default';
+    if (!reloadStatus.last_run) return 'processing';
+    return 'success';
+  };
 
   return (
-    <Popconfirm
-      title="Reload Price Data"
-      description="This will fetch the latest pricing information from the remote source. Continue?"
-      onConfirm={handleReload}
-      okText="Yes"
-      cancelText="No"
-      okButtonProps={{
-        style: {
-          backgroundColor: "#6366f1",
-          borderColor: "#6366f1",
-          color: "white",
-          fontWeight: "500",
-          borderRadius: "0.375rem",
-          padding: "0.375rem 0.75rem",
-          height: "auto",
-          fontSize: "0.875rem",
-          lineHeight: "1.25rem",
-          transition: "all 0.2s ease-in-out",
-        },
-        onMouseEnter: (e) => {
-          e.currentTarget.style.backgroundColor = "#4f46e5";
-          e.currentTarget.style.borderColor = "#4f46e5";
-        },
-        onMouseLeave: (e) => {
-          e.currentTarget.style.backgroundColor = "#6366f1";
-          e.currentTarget.style.borderColor = "#6366f1";
-        },
-      }}
-    >
-      <Tooltip title="Reload latest pricing data from remote source">
-        <Button
-          type={type}
-          size={size}
-          loading={isLoading}
-          className={className}
-          style={{
-            backgroundColor: "#6366f1", // Tremor primary color
-            borderColor: "#6366f1",
-            color: "white",
-            fontWeight: "500",
-            borderRadius: "0.5rem",
-            padding: "0.5rem 1rem",
-            height: "auto",
-            display: "inline-flex",
-            alignItems: "center",
-            justifyContent: "center",
-            gap: "0.5rem",
-            fontSize: "0.875rem",
-            lineHeight: "1.25rem",
-            transition: "all 0.2s ease-in-out",
-            boxShadow: "0 1px 3px 0 rgba(0, 0, 0, 0.1), 0 1px 2px 0 rgba(0, 0, 0, 0.06)",
-          }}
-          onMouseEnter={(e) => {
-            e.currentTarget.style.backgroundColor = "#4f46e5";
-            e.currentTarget.style.borderColor = "#4f46e5";
-          }}
-          onMouseLeave={(e) => {
-            e.currentTarget.style.backgroundColor = "#6366f1";
-            e.currentTarget.style.borderColor = "#6366f1";
+    <div className={className}>
+      {/* Action Buttons */}
+      <Space direction="horizontal" size="middle" style={{ marginBottom: 16 }}>
+        {/* Hard Refresh Button - Always visible */}
+        <Popconfirm
+          title="Hard Refresh Price Data"
+          description="This will immediately fetch the latest pricing information from the remote source. Continue?"
+          onConfirm={handleHardRefresh}
+          okText="Yes"
+          cancelText="No"
+          okButtonProps={{ 
+            style: {
+              backgroundColor: "#6366f1",
+              borderColor: "#6366f1",
+              color: "white",
+              fontWeight: "500",
+              borderRadius: "0.375rem",
+              padding: "0.375rem 0.75rem",
+              height: "auto",
+              fontSize: "0.875rem",
+              lineHeight: "1.25rem",
+              transition: "all 0.2s ease-in-out",
+            },
+            onMouseEnter: (e) => {
+              e.currentTarget.style.backgroundColor = "#4f46e5";
+            },
+            onMouseLeave: (e) => {
+              e.currentTarget.style.backgroundColor = "#6366f1";
+            },
           }}
         >
-          {showIcon ? "↻ " : ""}{buttonText}
-        </Button>
-      </Tooltip>
-    </Popconfirm>
+          <Button
+            type={type}
+            size={size}
+            loading={isLoading}
+            icon={showIcon ? <ReloadOutlined /> : undefined}
+            style={{
+              backgroundColor: "#6366f1",
+              borderColor: "#6366f1",
+              color: "white",
+              fontWeight: "500",
+              borderRadius: "0.375rem",
+              padding: "0.375rem 0.75rem",
+              height: "auto",
+              fontSize: "0.875rem",
+              lineHeight: "1.25rem",
+              transition: "all 0.2s ease-in-out",
+            }}
+            onMouseEnter={(e) => {
+              e.currentTarget.style.backgroundColor = "#4f46e5";
+            }}
+            onMouseLeave={(e) => {
+              e.currentTarget.style.backgroundColor = "#6366f1";
+            }}
+          >
+            {buttonText}
+          </Button>
+        </Popconfirm>
+
+        {/* Periodic Reload Controls */}
+        {!reloadStatus?.scheduled ? (
+          <Button
+            type="default"
+            size={size}
+            icon={<ClockCircleOutlined />}
+            onClick={() => setShowScheduleModal(true)}
+            style={{
+              borderColor: "#d9d9d9",
+              color: "#6366f1",
+              fontWeight: "500",
+              borderRadius: "0.375rem",
+              padding: "0.375rem 0.75rem",
+              height: "auto",
+              fontSize: "0.875rem",
+              lineHeight: "1.25rem",
+            }}
+          >
+            Set Up Periodic Reload
+          </Button>
+        ) : (
+          <Button
+            type="default"
+            size={size}
+            danger
+            icon={<StopOutlined />}
+            loading={isCancelling}
+            onClick={handleCancelReload}
+            style={{
+              borderColor: "#ff4d4f",
+              color: "#ff4d4f",
+              fontWeight: "500",
+              borderRadius: "0.375rem",
+              padding: "0.375rem 0.75rem",
+              height: "auto",
+              fontSize: "0.875rem",
+              lineHeight: "1.25rem",
+            }}
+          >
+            Cancel Periodic Reload
+          </Button>
+        )}
+      </Space>
+
+      {/* Status Card */}
+      {reloadStatus && (
+        <Card 
+          size="small" 
+          style={{ 
+            backgroundColor: '#f8f9fa', 
+            border: '1px solid #e9ecef',
+            borderRadius: 8
+          }}
+        >
+          <Space direction="vertical" size="small" style={{ width: '100%' }}>
+            {reloadStatus.scheduled ? (
+              <div>
+                <Tag color="green" icon={<ClockCircleOutlined />}>
+                  Scheduled every {reloadStatus.interval_hours} hours
+                </Tag>
+              </div>
+            ) : (
+              <Text type="secondary">No periodic reload scheduled</Text>
+            )}
+            
+            <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center' }}>
+              <Text type="secondary" style={{ fontSize: '12px' }}>Last run:</Text>
+              <Text style={{ fontSize: '12px' }}>{formatDateTime(reloadStatus.last_run)}</Text>
+            </div>
+            
+            {reloadStatus.scheduled && (
+              <>
+                {reloadStatus.next_run && (
+                  <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center' }}>
+                    <Text type="secondary" style={{ fontSize: '12px' }}>Next run:</Text>
+                    <Text style={{ fontSize: '12px' }}>{formatDateTime(reloadStatus.next_run)}</Text>
+                  </div>
+                )}
+                <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center' }}>
+                  <Text type="secondary" style={{ fontSize: '12px' }}>Status:</Text>
+                  <Tag color={getStatusColor()}>{getStatusText()}</Tag>
+                </div>
+              </>
+            )}
+          </Space>
+        </Card>
+      )}
+
+      {/* Schedule Modal */}
+      <Modal
+        title="Set Up Periodic Reload"
+        open={showScheduleModal}
+        onOk={handleScheduleReload}
+        onCancel={() => setShowScheduleModal(false)}
+        confirmLoading={isScheduling}
+        okText="Schedule"
+        cancelText="Cancel"
+        okButtonProps={{
+          style: {
+            backgroundColor: "#6366f1",
+            borderColor: "#6366f1",
+            color: "white",
+          },
+        }}
+      >
+        <div style={{ marginBottom: 16 }}>
+          <Text>Set up automatic reload of price data every:</Text>
+        </div>
+        <div style={{ marginBottom: 16 }}>
+          <InputNumber
+            min={1}
+            max={168} // 1 week max
+            value={hours}
+            onChange={(value) => setHours(value || 6)}
+            addonAfter="hours"
+            style={{ width: '100%' }}
+          />
+        </div>
+        <div>
+          <Text type="secondary">
+            This will automatically fetch the latest pricing data from the remote source every {hours} hours.
+          </Text>
+        </div>
+      </Modal>
+    </div>
   );
 };
 

From 95fbe59c46adfa7fc5356d94b0d0f4377e0a515a Mon Sep 17 00:00:00 2001
From: "Jugal D. Bhatt" <55304795+jugaldb@users.noreply.github.com>
Date: Sat, 9 Aug 2025 16:13:56 -0700
Subject: [PATCH 12/32] Add local storage auth (#13473)

---
 .../components/mcp_tools/mcp_auth_storage.ts  | 111 +++++++++++++++++
 .../src/components/mcp_tools/mcp_tools.tsx    | 115 ++++++++++++++----
 .../src/components/navbar.tsx                 |   2 +
 .../src/components/user_dashboard.tsx         |   3 +
 4 files changed, 210 insertions(+), 21 deletions(-)
 create mode 100644 ui/litellm-dashboard/src/components/mcp_tools/mcp_auth_storage.ts

diff --git a/ui/litellm-dashboard/src/components/mcp_tools/mcp_auth_storage.ts b/ui/litellm-dashboard/src/components/mcp_tools/mcp_auth_storage.ts
new file mode 100644
index 0000000000..751f25ea62
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/mcp_tools/mcp_auth_storage.ts
@@ -0,0 +1,111 @@
+// Utility functions for managing MCP server authentication tokens in localStorage
+
+const MCP_AUTH_STORAGE_KEY = 'litellm_mcp_auth_tokens';
+
+export interface MCPAuthToken {
+  serverId: string;
+  serverAlias?: string;
+  authValue: string;
+  authType: string;
+  timestamp: number;
+}
+
+export interface MCPAuthStorage {
+  [serverId: string]: MCPAuthToken;
+}
+
+/**
+ * Get all stored MCP authentication tokens
+ */
+export const getMCPAuthTokens = (): MCPAuthStorage => {
+  try {
+    const stored = localStorage.getItem(MCP_AUTH_STORAGE_KEY);
+    return stored ? JSON.parse(stored) : {};
+  } catch (error) {
+    console.error('Error reading MCP auth tokens from localStorage:', error);
+    return {};
+  }
+};
+
+/**
+ * Get authentication token for a specific MCP server
+ */
+export const getMCPAuthToken = (serverId: string, serverAlias?: string): string | null => {
+  try {
+    const tokens = getMCPAuthTokens();
+    const token = tokens[serverId];
+    
+    // If token exists, check if serverAlias matches (both can be undefined)
+    if (token && token.serverAlias === serverAlias) {
+      return token.authValue;
+    }
+    
+    // If no serverAlias was provided and token exists without serverAlias, return it
+    if (token && !serverAlias && !token.serverAlias) {
+      return token.authValue;
+    }
+    
+    return null;
+  } catch (error) {
+    console.error('Error getting MCP auth token:', error);
+    return null;
+  }
+};
+
+/**
+ * Store authentication token for an MCP server
+ */
+export const setMCPAuthToken = (
+  serverId: string, 
+  authValue: string, 
+  authType: string, 
+  serverAlias?: string
+): void => {
+  try {
+    const tokens = getMCPAuthTokens();
+    
+    tokens[serverId] = {
+      serverId,
+      serverAlias,
+      authValue,
+      authType,
+      timestamp: Date.now(),
+    };
+    
+    localStorage.setItem(MCP_AUTH_STORAGE_KEY, JSON.stringify(tokens));
+  } catch (error) {
+    console.error('Error storing MCP auth token:', error);
+  }
+};
+
+/**
+ * Remove authentication token for an MCP server
+ */
+export const removeMCPAuthToken = (serverId: string): void => {
+  try {
+    const tokens = getMCPAuthTokens();
+    delete tokens[serverId];
+    localStorage.setItem(MCP_AUTH_STORAGE_KEY, JSON.stringify(tokens));
+  } catch (error) {
+    console.error('Error removing MCP auth token:', error);
+  }
+};
+
+/**
+ * Clear all MCP authentication tokens (useful for logout)
+ */
+export const clearMCPAuthTokens = (): void => {
+  try {
+    localStorage.removeItem(MCP_AUTH_STORAGE_KEY);
+  } catch (error) {
+    console.error('Error clearing MCP auth tokens:', error);
+  }
+};
+
+/**
+ * Check if a token exists for a server
+ */
+export const hasMCPAuthToken = (serverId: string, serverAlias?: string): boolean => {
+  const token = getMCPAuthToken(serverId, serverAlias);
+  return token !== null;
+}; 
\ No newline at end of file
diff --git a/ui/litellm-dashboard/src/components/mcp_tools/mcp_tools.tsx b/ui/litellm-dashboard/src/components/mcp_tools/mcp_tools.tsx
index 7031679af9..b2ba26875f 100644
--- a/ui/litellm-dashboard/src/components/mcp_tools/mcp_tools.tsx
+++ b/ui/litellm-dashboard/src/components/mcp_tools/mcp_tools.tsx
@@ -1,4 +1,4 @@
-import React, { useState } from "react";
+import React, { useState, useEffect } from "react";
 import { useQuery, useMutation } from "@tanstack/react-query";
 import { ToolTestPanel } from "./ToolTestPanel";
 import {
@@ -8,8 +8,14 @@ import {
   mcpServerHasAuth,
 } from "./types";
 import { listMCPTools, callMCPTool } from "../networking";
+import { 
+  getMCPAuthToken, 
+  setMCPAuthToken, 
+  removeMCPAuthToken, 
+  hasMCPAuthToken 
+} from "./mcp_auth_storage";
 
-import { Modal, Input, Form } from "antd";
+import { Modal, Input, Form, message } from "antd";
 import { Button, Card, Title, Text } from "@tremor/react";
 import { RobotOutlined, ApiOutlined, KeyOutlined, SafetyOutlined, ToolOutlined } from "@ant-design/icons";
 
@@ -92,10 +98,12 @@ export const AuthModal = ({
 const AuthSection = ({ 
   authType, 
   onAuthSubmit,
+  onClearAuth,
   hasAuth
 }: {
   authType: string | null | undefined;
   onAuthSubmit: (value: string) => void;
+  onClearAuth: () => void;
   hasAuth: boolean;
 }) => {
   const [modalVisible, setModalVisible] = useState(false);
@@ -109,23 +117,39 @@ const AuthSection = ({
 
   const handleModalCancel = () => setModalVisible(false);
 
+  const handleClearAuth = () => {
+    onClearAuth();
+  };
+
   return (
     <div className="space-y-3">
       <div className="flex items-center justify-between">
         <Text className="text-sm font-medium text-gray-700">
           Authentication {hasAuth ? '✓' : ''}
         </Text>
-        <Button 
-          onClick={handleAddAuth}
-          size="sm"
-          variant="secondary"
-          className="text-xs"
-        >
-          {hasAuth ? 'Update' : 'Add Auth'}
-        </Button>
+        <div className="flex gap-2">
+          {hasAuth && (
+            <Button 
+              onClick={handleClearAuth}
+              size="sm"
+              variant="secondary"
+              className="text-xs text-red-600 hover:text-red-700"
+            >
+              Clear
+            </Button>
+          )}
+          <Button 
+            onClick={handleAddAuth}
+            size="sm"
+            variant="secondary"
+            className="text-xs"
+          >
+            {hasAuth ? 'Update' : 'Add Auth'}
+          </Button>
+        </div>
       </div>
       <Text className="text-xs text-gray-500">
-        {hasAuth ? 'Authentication configured' : 'Some tools may require authentication'}
+        {hasAuth ? 'Authentication configured and saved locally' : 'Some tools may require authentication'}
       </Text>
       <AuthModal
         visible={modalVisible}
@@ -150,6 +174,32 @@ const MCPToolsViewer = ({
   const [toolResult, setToolResult] = useState<CallMCPToolResponse | null>(null);
   const [toolError, setToolError] = useState<Error | null>(null);
 
+  // Load stored auth token on component mount
+  useEffect(() => {
+    if (mcpServerHasAuth(auth_type)) {
+      const storedAuthValue = getMCPAuthToken(serverId, serverAlias || undefined);
+      if (storedAuthValue) {
+        setMcpAuthValue(storedAuthValue);
+      }
+    }
+  }, [serverId, serverAlias, auth_type]);
+
+  // Function to handle auth submission with localStorage persistence
+  const handleAuthSubmit = (authValue: string) => {
+    setMcpAuthValue(authValue);
+    if (authValue && mcpServerHasAuth(auth_type)) {
+      setMCPAuthToken(serverId, authValue, auth_type || 'none', serverAlias || undefined);
+      message.success('Authentication token saved locally');
+    }
+  };
+
+  // Function to clear auth token
+  const handleClearAuth = () => {
+    setMcpAuthValue("");
+    removeMCPAuthToken(serverId);
+    message.info('Authentication token cleared');
+  };
+
   // Query to fetch MCP tools
   const { data: mcpToolsResponse, isLoading: isLoadingTools, error: mcpToolsError } = useQuery({
     queryKey: ["mcpTools", serverId, mcpAuthValue, serverAlias],
@@ -195,7 +245,7 @@ const MCPToolsViewer = ({
             <Title className="text-xl font-semibold mb-6 mt-2">MCP Tools</Title>
             
             <div className="flex flex-col flex-1">
-              {/* Tool Selection */}
+              {/* Tool Selection - Show tools first */}
               <div className="flex flex-col flex-1 min-h-0">
                 <Text className="font-medium block mb-3 text-gray-700 flex items-center">
                   <ToolOutlined className="mr-2" /> Available Tools
@@ -295,17 +345,40 @@ const MCPToolsViewer = ({
                 )}
               </div>
 
-              {/* Authentication Section */}
+              {/* Authentication Section - Below tools list */}
               {mcpServerHasAuth(auth_type) && (
                 <div className="pt-4 border-t border-gray-200 flex-shrink-0 mt-6">
-                  <Text className="font-medium block mb-3 text-gray-700 flex items-center">
-                    <SafetyOutlined className="mr-2" /> Authentication
-                  </Text>
-                  <AuthSection
-                    authType={auth_type}
-                    onAuthSubmit={(value) => setMcpAuthValue(value)}
-                    hasAuth={hasAuth}
-                  />
+                  {!hasAuth ? (
+                    /* Prominent display when auth required but not provided */
+                    <div className="p-4 bg-gradient-to-r from-orange-50 to-red-50 border border-orange-200 rounded-lg">
+                      <div className="flex items-center mb-3">
+                        <SafetyOutlined className="mr-2 text-orange-600 text-lg" />
+                        <Text className="font-semibold text-orange-800">Authentication Required</Text>
+                      </div>
+                      <Text className="text-sm text-orange-700 mb-4">
+                        This MCP server requires authentication. You must add your credentials below to access the tools.
+                      </Text>
+                      <AuthSection
+                        authType={auth_type}
+                        onAuthSubmit={handleAuthSubmit}
+                        onClearAuth={handleClearAuth}
+                        hasAuth={hasAuth}
+                      />
+                    </div>
+                  ) : (
+                    /* Subtle display when already authenticated */
+                    <>
+                      <Text className="font-medium block mb-3 text-gray-700 flex items-center">
+                        <SafetyOutlined className="mr-2" /> Authentication
+                      </Text>
+                      <AuthSection
+                        authType={auth_type}
+                        onAuthSubmit={handleAuthSubmit}
+                        onClearAuth={handleClearAuth}
+                        hasAuth={hasAuth}
+                      />
+                    </>
+                  )}
                 </div>
               )}
             </div>
diff --git a/ui/litellm-dashboard/src/components/navbar.tsx b/ui/litellm-dashboard/src/components/navbar.tsx
index 0b5a277b9c..d6a797cc73 100644
--- a/ui/litellm-dashboard/src/components/navbar.tsx
+++ b/ui/litellm-dashboard/src/components/navbar.tsx
@@ -16,6 +16,7 @@ import {
 import { clearTokenCookies } from "@/utils/cookieUtils"
 import { fetchProxySettings } from "@/utils/proxyUtils"
 import { useTheme } from "@/contexts/ThemeContext"
+import { clearMCPAuthTokens } from "./mcp_tools/mcp_auth_storage"
 
 interface NavbarProps {
   userID: string | null;
@@ -65,6 +66,7 @@ const Navbar: React.FC<NavbarProps> = ({
 
   const handleLogout = () => {
     clearTokenCookies();
+    clearMCPAuthTokens(); // Clear MCP auth tokens on logout
     window.location.href = logoutUrl;
   };
 
diff --git a/ui/litellm-dashboard/src/components/user_dashboard.tsx b/ui/litellm-dashboard/src/components/user_dashboard.tsx
index cb929b0e2c..e1b9b2cd81 100644
--- a/ui/litellm-dashboard/src/components/user_dashboard.tsx
+++ b/ui/litellm-dashboard/src/components/user_dashboard.tsx
@@ -24,6 +24,7 @@ import { Team } from "./key_team_helpers/key_list"
 import { jwtDecode } from "jwt-decode"
 import { Typography } from "antd"
 import { clearTokenCookies } from "@/utils/cookieUtils"
+import { clearMCPAuthTokens } from "./mcp_tools/mcp_auth_storage"
 
 export interface ProxySettings {
   PROXY_BASE_URL: string | null
@@ -109,6 +110,8 @@ const UserDashboard: React.FC<UserDashboardProps> = ({
     window.addEventListener("beforeunload", function () {
       // Clear session storage
       sessionStorage.clear()
+      // Note: MCP auth tokens are persistent and should not be cleared on page refresh
+      // They are only cleared on logout
     })
   }
 

From f60a9cf908b30b75189d32f3fed7d30005df068a Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Sat, 9 Aug 2025 16:14:51 -0700
Subject: [PATCH 13/32] [Bug]: Fix JWTs access not working with model groups
 (#13474)

* fix can_team_access_model

* test_find_team_with_model_access_model_group
---
 litellm/proxy/auth/handle_jwt.py              |  3 +-
 .../proxy/auth/test_handle_jwt.py             | 68 ++++++++++++++++---
 2 files changed, 62 insertions(+), 9 deletions(-)

diff --git a/litellm/proxy/auth/handle_jwt.py b/litellm/proxy/auth/handle_jwt.py
index 60529f1e2f..b8b5683351 100644
--- a/litellm/proxy/auth/handle_jwt.py
+++ b/litellm/proxy/auth/handle_jwt.py
@@ -763,6 +763,7 @@ class JWTAuthManager:
         proxy_logging_obj: ProxyLogging,
     ) -> Tuple[Optional[str], Optional[LiteLLM_TeamTable]]:
         """Find first team with access to the requested model"""
+        from litellm.proxy.proxy_server import llm_router
 
         if not team_ids:
             if jwt_handler.litellm_jwtauth.enforce_team_based_model_access:
@@ -789,7 +790,7 @@ class JWTAuthManager:
                         or can_team_access_model(
                             model=requested_model,
                             team_object=team_object,
-                            llm_router=None,
+                            llm_router=llm_router,
                             team_model_aliases=None,
                         )
                     ):
diff --git a/tests/test_litellm/proxy/auth/test_handle_jwt.py b/tests/test_litellm/proxy/auth/test_handle_jwt.py
index 5627b9aaf9..17efbdcf4b 100644
--- a/tests/test_litellm/proxy/auth/test_handle_jwt.py
+++ b/tests/test_litellm/proxy/auth/test_handle_jwt.py
@@ -459,9 +459,9 @@ async def test_nested_jwt_field_access():
     2. Backward compatibility is maintained for flat field names
     3. Missing nested paths return appropriate defaults
     """
-    from litellm.proxy.auth.handle_jwt import JWTHandler
     from litellm.proxy._types import LiteLLM_JWTAuth
-    
+    from litellm.proxy.auth.handle_jwt import JWTHandler
+
     # Create JWT handler
     jwt_handler = JWTHandler()
     
@@ -536,7 +536,7 @@ async def test_nested_jwt_field_access():
     assert jwt_handler.get_org_id(flat_token, None) == "org456"
 
     # Test 5: object_id_jwt_field with nested access (requires role_mappings)
-    from litellm.proxy._types import RoleMapping, LitellmUserRoles
+    from litellm.proxy._types import LitellmUserRoles, RoleMapping
     jwt_handler.litellm_jwtauth = LiteLLM_JWTAuth(
         object_id_jwt_field="profile.object_id",
         role_mappings=[RoleMapping(role="admin", internal_role=LitellmUserRoles.INTERNAL_USER)]
@@ -588,9 +588,9 @@ async def test_nested_jwt_field_missing_paths():
     2. Partial paths that exist but don't have the final key return defaults
     3. team_id_default fallback works with nested fields
     """
-    from litellm.proxy.auth.handle_jwt import JWTHandler
     from litellm.proxy._types import LiteLLM_JWTAuth
-    
+    from litellm.proxy.auth.handle_jwt import JWTHandler
+
     # Create JWT handler
     jwt_handler = JWTHandler()
     
@@ -626,7 +626,7 @@ async def test_nested_jwt_field_missing_paths():
     assert jwt_handler.get_org_id(incomplete_token, "default_org") == "default_org"
 
     # Test 5: Missing profile.object_id should return default (requires role_mappings)
-    from litellm.proxy._types import RoleMapping, LitellmUserRoles
+    from litellm.proxy._types import LitellmUserRoles, RoleMapping
     jwt_handler.litellm_jwtauth = LiteLLM_JWTAuth(
         object_id_jwt_field="profile.object_id",
         role_mappings=[RoleMapping(role="admin", internal_role=LitellmUserRoles.INTERNAL_USER)]
@@ -663,9 +663,9 @@ async def test_metadata_prefix_handling_in_nested_fields():
     
     The get_nested_value function should remove metadata. prefix before traversing
     """
-    from litellm.proxy.auth.handle_jwt import JWTHandler
     from litellm.proxy._types import LiteLLM_JWTAuth
-    
+    from litellm.proxy.auth.handle_jwt import JWTHandler
+
     # Create JWT handler
     jwt_handler = JWTHandler()
     
@@ -685,3 +685,55 @@ async def test_metadata_prefix_handling_in_nested_fields():
     # Test 2: user.sub should work normally without metadata prefix
     jwt_handler.litellm_jwtauth = LiteLLM_JWTAuth(user_id_jwt_field="sub")
     assert jwt_handler.get_user_id(token, None) == "u123"
+
+
+@pytest.mark.asyncio
+async def test_find_team_with_model_access_model_group(monkeypatch):
+    from litellm.caching import DualCache
+    from litellm.proxy.utils import ProxyLogging
+    from litellm.router import Router
+
+    router = Router(
+        model_list=[
+            {
+                "model_name": "gpt-4o-mini",
+                "litellm_params": {"model": "gpt-4o-mini"},
+                "model_info": {"access_groups": ["test-group"]},
+            }
+        ]
+    )
+    import sys
+    import types
+
+    proxy_server_module = types.ModuleType("proxy_server")
+    proxy_server_module.llm_router = router
+    monkeypatch.setitem(sys.modules, "litellm.proxy.proxy_server", proxy_server_module)
+
+    team = LiteLLM_TeamTable(team_id="team-1", models=["test-group"])
+
+    async def mock_get_team_object(*args, **kwargs):  # type: ignore
+        return team
+
+    monkeypatch.setattr(
+        "litellm.proxy.auth.handle_jwt.get_team_object", mock_get_team_object
+    )
+
+    jwt_handler = JWTHandler()
+    jwt_handler.litellm_jwtauth = LiteLLM_JWTAuth()
+
+    user_api_key_cache = DualCache()
+    proxy_logging_obj = ProxyLogging(user_api_key_cache=user_api_key_cache)
+
+    team_id, team_obj = await JWTAuthManager.find_team_with_model_access(
+        team_ids={"team-1"},
+        requested_model="gpt-4o-mini",
+        route="/chat/completions",
+        jwt_handler=jwt_handler,
+        prisma_client=None,
+        user_api_key_cache=user_api_key_cache,
+        parent_otel_span=None,
+        proxy_logging_obj=proxy_logging_obj,
+    )
+
+    assert team_id == "team-1"
+    assert team_obj.team_id == "team-1"
\ No newline at end of file

From 0e53b1feab9c1ff0337d36bf0b7aae1ea9ba1a45 Mon Sep 17 00:00:00 2001
From: Sannan Nasir <36917391+msannan2@users.noreply.github.com>
Date: Sun, 10 Aug 2025 04:26:33 +0500
Subject: [PATCH 14/32] Add digitalocean provider (#12169)

* Add digitalocean provider

* Add digitalocean provider

* Revert "Add digitalocean provider"

This reverts commit 96dda40f45b3d12ea03e861d060ec81460b7759e.

* changes

* fixes

* Update transformation

* refactoring

* rename provider to Gradient AI

* fixes

* Incorporte review comments

* revert changes

* fix typo

* revert change

* incorporated review comments

* Revert "Incorporte review comments"

This reverts commit 37bd51bd54ef4fd52ccc12866e47f8de9476d597.

* changes

* Revert "Revert "Incorporte review comments"

This reverts commit 37bd51bd54ef4fd52ccc12866e47f8de9476d597."

This reverts commit 68c8a198ee0d6441c3a52f6c6a49c9c95a4cb0a8.

* changes

* fixes

* Update provider_specific_fields.tsx
---
 README.md                                     |  13 +-
 docs/my-website/docs/providers/gradient_ai.md |  79 ++++++
 docs/my-website/sidebars.js                   |  11 +-
 litellm/__init__.py                           |   8 +-
 litellm/constants.py                          |   1 +
 .../get_llm_provider_logic.py                 |   9 +
 .../llms/gradient_ai/chat/transformation.py   | 147 +++++++++++
 litellm/main.py                               |  19 ++
 litellm/types/utils.py                        |   3 +-
 litellm/utils.py                              |   2 +
 model_prices_and_context_window.json          | 124 ++++++++++
 .../test_gradient_ai_chat_transformation.py   |  91 +++++++
 .../out/assets/logos/gradientai.svg           | 229 ++++++++++++++++++
 .../add_model/provider_specific_fields.tsx    |  30 ++-
 .../src/components/provider_info_helpers.tsx  |  12 +-
 15 files changed, 752 insertions(+), 26 deletions(-)
 create mode 100644 docs/my-website/docs/providers/gradient_ai.md
 create mode 100644 litellm/llms/gradient_ai/chat/transformation.py
 create mode 100644 tests/litellm/llms/gradient_ai/chat/test_gradient_ai_chat_transformation.py
 create mode 100644 ui/litellm-dashboard/out/assets/logos/gradientai.svg

diff --git a/README.md b/README.md
index 528dd53581..47878747a6 100644
--- a/README.md
+++ b/README.md
@@ -47,7 +47,7 @@ Support for more providers. Missing a provider or LLM Platform, raise a [feature
 # Usage ([**Docs**](https://docs.litellm.ai/docs/))
 
 > [!IMPORTANT]
-> LiteLLM v1.0.0 now requires `openai>=1.0.0`. Migration guide [here](https://docs.litellm.ai/docs/migration)  
+> LiteLLM v1.0.0 now requires `openai>=1.0.0`. Migration guide [here](https://docs.litellm.ai/docs/migration)
 > LiteLLM v1.40.14+ now requires `pydantic>=2.0.0`. No changes required.
 
 <a target="_blank" href="https://colab.research.google.com/github/BerriAI/litellm/blob/main/cookbook/liteLLM_Getting_Started.ipynb">
@@ -132,7 +132,7 @@ print(response)
 
 ## Streaming ([Docs](https://docs.litellm.ai/docs/completion/stream))
 
-liteLLM supports streaming the model response back, pass `stream=True` to get a streaming iterator in response.  
+liteLLM supports streaming the model response back, pass `stream=True` to get a streaming iterator in response.
 Streaming is supported for all models (Bedrock, Huggingface, TogetherAI, Azure, OpenAI, etc.)
 
 ```python
@@ -234,7 +234,7 @@ $ litellm --model huggingface/bigcode/starcoder
 
 
 > [!IMPORTANT]
-> 💡 [Use LiteLLM Proxy with Langchain (Python, JS), OpenAI SDK (Python, JS) Anthropic SDK, Mistral SDK, LlamaIndex, Instructor, Curl](https://docs.litellm.ai/docs/proxy/user_keys)  
+> 💡 [Use LiteLLM Proxy with Langchain (Python, JS), OpenAI SDK (Python, JS) Anthropic SDK, Mistral SDK, LlamaIndex, Instructor, Curl](https://docs.litellm.ai/docs/proxy/user_keys)
 
 ```python
 import openai # openai v1.0.0+
@@ -266,7 +266,7 @@ echo 'LITELLM_MASTER_KEY="sk-1234"' > .env
 
 # Add the litellm salt key - you cannot change this after adding a model
 # It is used to encrypt / decrypt your LLM API Key credentials
-# We recommend - https://1password.com/password-generator/ 
+# We recommend - https://1password.com/password-generator/
 # password generator to get a random hash for litellm salt key
 echo 'LITELLM_SALT_KEY="sk-1234"' >> .env
 
@@ -340,6 +340,7 @@ curl 'http://0.0.0.0:4000/key/generate' \
 | [xinference [Xorbits Inference]](https://docs.litellm.ai/docs/providers/xinference) |                                                         |                                                                                 |                                                                                     |                                                                                   | ✅                                                                             |                                                                         |
 | [FriendliAI](https://docs.litellm.ai/docs/providers/friendliai)                              | ✅                                                       | ✅                                                                               | ✅                                                                                   | ✅                                                                                 |                                                                               |                                                                         |
 | [Galadriel](https://docs.litellm.ai/docs/providers/galadriel)                              | ✅                                                       | ✅                                                                               | ✅                                                                                   | ✅                                                                                 |                                                                               |                                                                         |
+| [GradientAI](https://docs.litellm.ai/docs/providers/gradient_ai)                              | ✅                                                       | ✅                                                                               |                                                                                   |                                                                                  |                                                                               |                                                                         |
 | [Novita AI](https://novita.ai/models/llm?utm_source=github_litellm&utm_medium=github_readme&utm_campaign=github_link)                     | ✅                                                       | ✅                                                                               | ✅                                                                                   | ✅                                                                                 |                                                                               |                                                                         |
 | [Featherless AI](https://docs.litellm.ai/docs/providers/featherless_ai)                              | ✅                                                       | ✅                                                                               | ✅                                                                                   | ✅                                                                                 |                                                                               |                                                                         |
 | [Nebius AI Studio](https://docs.litellm.ai/docs/providers/nebius)                             | ✅                                                       | ✅                                                                               | ✅                                                                                   | ✅                                                                                 | ✅                                                                             |                                                                         |
@@ -348,7 +349,7 @@ curl 'http://0.0.0.0:4000/key/generate' \
 
 ## Contributing
 
-Interested in contributing? Contributions to LiteLLM Python SDK, Proxy Server, and LLM integrations are both accepted and highly encouraged! 
+Interested in contributing? Contributions to LiteLLM Python SDK, Proxy Server, and LLM integrations are both accepted and highly encouraged!
 
 **Quick start:** `git clone` → `make install-dev` → `make format` → `make lint` → `make test-unit`
 
@@ -359,7 +360,7 @@ For companies that need better security, user management and professional suppor
 
 [Talk to founders](https://calendly.com/d/4mp-gd3-k5k/litellm-1-1-onboarding-chat)
 
-This covers: 
+This covers:
 - ✅ **Features under the [LiteLLM Commercial License](https://docs.litellm.ai/docs/proxy/enterprise):**
 - ✅ **Feature Prioritization**
 - ✅ **Custom Integrations**
diff --git a/docs/my-website/docs/providers/gradient_ai.md b/docs/my-website/docs/providers/gradient_ai.md
new file mode 100644
index 0000000000..7b5eef04dc
--- /dev/null
+++ b/docs/my-website/docs/providers/gradient_ai.md
@@ -0,0 +1,79 @@
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+# GradientAI
+https://digitalocean.com/products/gradientai
+
+
+LiteLLM provides native support for GradientAI models.
+To use a GradientAI model, specify it as `gradient_ai/<model-name>` in your LiteLLM requests.
+
+
+## API Key & Endpoint
+
+Set your credentials and endpoint as environment variables:
+
+```python
+import os
+os.environ['GRADIENT_AI_API_KEY'] = "your-api-key"
+os.environ['GRADIENT_AI_AGENT_ENDPOINT'] = "https://api.gradient_ai.com/api/v1/chat"  # default endpoint
+```
+
+## Sample Usage
+
+```python
+from litellm import completion
+import os
+
+os.environ['GRADIENT_AI_API_KEY'] = "your-api-key"
+response = completion(
+    model="gradient_ai/model-name",
+    messages=[
+        {"role": "user", "content": "Hello, how are you?"}
+    ],
+)
+print(response.choices[0].message.content)
+```
+
+## Streaming Example
+
+```python
+from litellm import completion
+import os
+
+os.environ['GRADIENT_AI_API_KEY'] = "your-api-key"
+response = completion(
+    model="gradient_ai/model-name",
+    messages=[
+        {"role": "user", "content": "Write a story about a robot learning to love"}
+    ],
+    stream=True,
+)
+
+for chunk in response:
+    print(chunk.choices[0].delta.content or "", end="")
+```
+
+## Supported Parameters
+
+| Parameter                        | Type         | Description                                                        |
+|-----------------------------------|--------------|--------------------------------------------------------------------|
+| `temperature`                     | float        | Controls randomness (0.0-2.0)                                      |
+| `top_p`                           | float        | Nucleus sampling parameter (0.0-1.0)                               |
+| `max_tokens`                      | int          | Maximum tokens to generate                                         |
+| `max_completion_tokens`           | int          | Alternative to max_tokens                                          |
+| `stream`                          | bool         | Whether to stream the response                                     |
+| `k`                               | int          | Top results to return from knowledge bases                         |
+| `retrieval_method`                | string       | Retrieval strategy (rewrite/step_back/sub_queries/none)            |
+| `frequency_penalty`               | float        | Penalizes repeated tokens (-2.0 to 2.0)                            |
+| `presence_penalty`                | float        | Penalizes tokens based on presence (-2.0 to 2.0)                   |
+| `stop`                            | string/list  | Sequences to stop generation                                       |
+| `kb_filters`                      | List[Dict]   | Filters for knowledge base retrieval                               |
+| `instruction_override`            | string       | Override agent's default instruction                               |
+| `include_retrieval_info`          | bool         | Include document retrieval metadata                                |
+| `include_guardrails_info`         | bool         | Include guardrail trigger metadata                                 |
+| `provide_citations`               | bool         | Include citations in response                                      |
+
+---
+
+For more details, see [DigitalOcean GradientAI documentation](https://digitalocean.com/products/gradientai).
\ No newline at end of file
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index 14dc2a6252..419afcd546 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -82,12 +82,12 @@ const sidebars = {
         "tutorials/cost_tracking_coding",
       ]
     },
-    
+
   ],
   // But you can create a sidebar manually
   tutorialSidebar: [
     { type: "doc", id: "index" }, // NEW
-    
+
     {
       type: "category",
       label: "LiteLLM Proxy Server",
@@ -214,7 +214,7 @@ const sidebars = {
             "proxy/dynamic_logging"
           ],
         },
-        
+
         {
           type: "category",
           label: "Secret Managers",
@@ -467,6 +467,7 @@ const sidebars = {
         "providers/custom_llm_server",
         "providers/petals",
         "providers/snowflake",
+        "providers/gradient_ai",
         "providers/featherless_ai",
         "providers/nebius",
         "providers/dashscope",
@@ -505,7 +506,7 @@ const sidebars = {
 
       ]
     },
-    
+
     {
       type: "category",
       label: "Routing, Loadbalancing & Fallbacks",
@@ -536,7 +537,7 @@ const sidebars = {
         },
       ],
     },
-    
+
     {
       type: "category",
       label: "Load Testing",
diff --git a/litellm/__init__.py b/litellm/__init__.py
index bb53fd3a4d..d1f0648889 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -231,6 +231,7 @@ aleph_alpha_key: Optional[str] = None
 nlp_cloud_key: Optional[str] = None
 novita_api_key: Optional[str] = None
 snowflake_key: Optional[str] = None
+gradient_ai_api_key: Optional[str] = None
 nebius_key: Optional[str] = None
 common_cloud_provider_auth_params: dict = {
     "params": ["project", "region_name", "token"],
@@ -520,6 +521,7 @@ sambanova_models: List = []
 novita_models: List = []
 assemblyai_models: List = []
 snowflake_models: List = []
+gradient_ai_models: List = []
 llama_models: List = []
 nscale_models: List = []
 nebius_models: List = []
@@ -703,6 +705,8 @@ def add_known_models():
             jina_ai_models.append(key)
         elif value.get("litellm_provider") == "snowflake":
             snowflake_models.append(key)
+        elif value.get("litellm_provider") == "gradient_ai":
+            gradient_ai_models.append(key)
         elif value.get("litellm_provider") == "featherless_ai":
             featherless_ai_models.append(key)
         elif value.get("litellm_provider") == "deepgram":
@@ -802,6 +806,7 @@ model_list = (
     + assemblyai_models
     + jina_ai_models
     + snowflake_models
+    + gradient_ai_models
     + llama_models
     + featherless_ai_models
     + nscale_models
@@ -875,6 +880,7 @@ models_by_provider: dict = {
     "assemblyai": assemblyai_models,
     "jina_ai": jina_ai_models,
     "snowflake": snowflake_models,
+    "gradient_ai": gradient_ai_models,
     "meta_llama": llama_models,
     "nscale": nscale_models,
     "featherless_ai": featherless_ai_models,
@@ -1141,7 +1147,7 @@ from .llms.openai.chat.o_series_transformation import (
 )
 
 from .llms.snowflake.chat.transformation import SnowflakeConfig
-
+from .llms.gradient_ai.chat.transformation import GradientAIConfig
 openaiOSeriesConfig = OpenAIOSeriesConfig()
 from .llms.openai.chat.gpt_transformation import (
     OpenAIGPTConfig,
diff --git a/litellm/constants.py b/litellm/constants.py
index c7404f10a7..61a4af41be 100644
--- a/litellm/constants.py
+++ b/litellm/constants.py
@@ -270,6 +270,7 @@ LITELLM_CHAT_PROVIDERS = [
     "llamafile",
     "lm_studio",
     "galadriel",
+    "gradient_ai",
     "github_copilot",  # GitHub Copilot Chat API
     "novita",
     "meta_llama",
diff --git a/litellm/litellm_core_utils/get_llm_provider_logic.py b/litellm/litellm_core_utils/get_llm_provider_logic.py
index 702196a7f0..cc39b7b590 100644
--- a/litellm/litellm_core_utils/get_llm_provider_logic.py
+++ b/litellm/litellm_core_utils/get_llm_provider_logic.py
@@ -351,6 +351,8 @@ def get_llm_provider(  # noqa: PLR0915
             custom_llm_provider = "openai"
         elif model in litellm.empower_models:
             custom_llm_provider = "empower"
+        elif model in litellm.gradient_ai_models:
+            custom_llm_provider = "gradient_ai"
         elif model == "*":
             custom_llm_provider = "openai"
         # bytez models
@@ -664,6 +666,13 @@ def _get_openai_compatible_provider_info(  # noqa: PLR0915
             or f"https://{get_secret('SNOWFLAKE_ACCOUNT_ID')}.snowflakecomputing.com/api/v2/cortex/inference:complete"
         )  # type: ignore
         dynamic_api_key = api_key or get_secret_str("SNOWFLAKE_JWT")
+    elif custom_llm_provider == "gradient_ai":
+        (
+            api_base,
+            dynamic_api_key,
+        ) = litellm.GradientAIConfig()._get_openai_compatible_provider_info(
+            api_base, api_key
+        )
     elif custom_llm_provider == "featherless_ai":
         (
             api_base,
diff --git a/litellm/llms/gradient_ai/chat/transformation.py b/litellm/llms/gradient_ai/chat/transformation.py
new file mode 100644
index 0000000000..d631affdef
--- /dev/null
+++ b/litellm/llms/gradient_ai/chat/transformation.py
@@ -0,0 +1,147 @@
+from typing import List, Optional, Tuple, Union, Dict, Literal
+
+from litellm.secret_managers.main import get_secret_str
+from litellm.types.llms.openai import (
+    AllMessageValues,
+)
+
+from ...openai_like.chat.transformation import OpenAILikeChatConfig
+
+# Default GradientAI endpoint
+GRADIENT_AI_SERVERLESS_ENDPOINT = "https://inference.do-ai.run"
+
+
+class GradientAIConfig(OpenAILikeChatConfig):
+
+    k: Optional[int] = None
+    kb_filters: Optional[List[Dict]] = None
+    filter_kb_content_by_query_metadata: Optional[bool] = None
+    instruction_override: Optional[str] = None
+    include_functions_info: Optional[bool] = None
+    include_retrieval_info: Optional[bool] = None
+    include_guardrails_info: Optional[bool] = None
+    provide_citations: Optional[bool] = None
+    retrieval_method: Optional[Literal["rewrite", "step_back", "sub_queries", "none"]] = None
+
+    def __init__(
+        self,
+        frequency_penalty: Optional[float] = None,
+        max_tokens: Optional[int] = None,
+        max_completion_tokens: Optional[int] = None,
+        presence_penalty: Optional[float] = None,
+        retrieval_method: Optional[str] = None,
+        stop: Optional[Union[str, List[str]]] = None,
+        stream: Optional[bool] = None,
+        temperature: Optional[float] = None,
+        top_p: Optional[float] = None,
+        k: Optional[int] = None,
+        kb_filters: Optional[List[Dict]] = None,
+        filter_kb_content_by_query_metadata: Optional[bool] = None,
+        instruction_override: Optional[str] = None,
+        include_functions_info: Optional[bool] = None,
+        include_retrieval_info: Optional[bool] = None,
+        include_guardrails_info: Optional[bool] = None,
+        provide_citations: Optional[bool] = None,
+    ) -> None:
+        locals_ = locals().copy()
+        for key, value in locals_.items():
+            if key != "self" and value is not None:
+                setattr(self.__class__, key, value)
+
+    @classmethod
+    def get_config(cls):
+        return super().get_config()
+
+    def get_supported_openai_params(self, model: str) -> list:
+        supported_params = [
+            "frequency_penalty",
+            "max_tokens",
+            "max_completion_tokens",
+            "presence_penalty",
+            "stop",
+            "stream",
+            "stream_options",
+            "temperature",
+            "top_p",
+            # GradientAI specific parameters
+            "k",
+            "kb_filters",
+            "filter_kb_content_by_query_metadata",
+            "instruction_override",
+            "include_functions_info",
+            "include_retrieval_info",
+            "include_guardrails_info",
+            "provide_citations",
+            "retrieval_method",
+        ]
+        return supported_params
+
+    def validate_environment(self,
+                             headers: dict,
+                             model: str,
+                             messages: List[AllMessageValues],
+                             optional_params: dict,
+                             litellm_params: dict,
+                             api_key: Optional[str] = None,
+                             api_base: Optional[str] = None):
+        api_key = api_key or get_secret_str("GRADIENT_AI_API_KEY")
+        if api_key is None:
+            raise ValueError("GradientAI API key not found")
+        if headers is None:
+            headers = {}
+        headers["Authorization"] = f"Bearer {api_key}"
+        headers["Content-Type"] = "application/json"
+        return headers
+
+    def get_complete_url(
+        self,
+        api_base: Optional[str],
+        api_key: Optional[str],
+        model: str,
+        optional_params: dict,
+        litellm_params: dict,
+        stream: Optional[bool] = None,
+    ) -> str:
+        gradient_ai_endpoint = get_secret_str("GRADIENT_AI_AGENT_ENDPOINT")
+        complete_url = f"{GRADIENT_AI_SERVERLESS_ENDPOINT}/v1/chat/completions"
+
+        if api_base and api_base != GRADIENT_AI_SERVERLESS_ENDPOINT:
+            complete_url = f"{api_base}/api/v1/chat/completions"
+        elif gradient_ai_endpoint and gradient_ai_endpoint != GRADIENT_AI_SERVERLESS_ENDPOINT:
+            complete_url = f"{gradient_ai_endpoint}/api/v1/chat/completions"
+
+        return complete_url
+
+    def _get_openai_compatible_provider_info(
+        self, api_base: Optional[str], api_key: Optional[str]
+    ) -> Tuple[Optional[str], Optional[str]]:
+        gradient_ai_endpoint = get_secret_str("GRADIENT_AI_AGENT_ENDPOINT")
+
+        if not api_base and not gradient_ai_endpoint:
+            api_base = GRADIENT_AI_SERVERLESS_ENDPOINT
+        else:
+            api_base = api_base or gradient_ai_endpoint
+
+        dynamic_api_key = api_key or get_secret_str("GRADIENT_AI_API_KEY")
+        return api_base, dynamic_api_key
+
+    def map_openai_params(
+        self,
+        non_default_params: dict,
+        optional_params: dict,
+        model: str,
+        drop_params: bool = False,
+        replace_max_completion_tokens_with_max_tokens: bool = False,
+    ) -> dict:
+        supported_openai_params = self.get_supported_openai_params(model=model)
+        for param, value in non_default_params.items():
+            if param in supported_openai_params:
+                optional_params[param] = value
+            elif not drop_params:
+                from litellm.utils import UnsupportedParamsError
+                raise UnsupportedParamsError(
+                    status_code=400,
+                    message=f"GradientAI does not support parameter '{param}'. To drop unsupported params, set `drop_params=True`."
+                )
+
+        return optional_params
diff --git a/litellm/main.py b/litellm/main.py
index 124652fcb5..e2479b073c 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -3303,6 +3303,25 @@ def completion(  # type: ignore # noqa: PLR0915
                     additional_args={"headers": headers},
                 )
                 raise e
+        elif custom_llm_provider == "gradient_ai":
+
+            api_base = litellm.api_base or api_base
+            response = base_llm_http_handler.completion(
+                model=model,
+                stream=stream,
+                messages=messages,
+                acompletion=acompletion,
+                api_base=api_base,
+                model_response=model_response,
+                optional_params=optional_params,
+                litellm_params=litellm_params,
+                custom_llm_provider="gradient_ai",
+                timeout=timeout,
+                headers=headers,
+                encoding=encoding,
+                api_key=api_key,
+                logging_obj=logging,
+            )
 
         elif custom_llm_provider == "bytez":
             api_key = (
diff --git a/litellm/types/utils.py b/litellm/types/utils.py
index 75c7d28460..e68a9b9ae3 100644
--- a/litellm/types/utils.py
+++ b/litellm/types/utils.py
@@ -1618,7 +1618,7 @@ class ImageResponse(OpenAIImageResponse, BaseLiteLLMOpenAIResponseObject):
 
     usage: Optional[ImageUsage] = None  # type: ignore
     """
-    Users might use litellm with older python versions, we don't want this to break for them. 
+    Users might use litellm with older python versions, we don't want this to break for them.
     Happens when their OpenAIImageResponse has the old OpenAI usage class.
     """
 
@@ -2324,6 +2324,7 @@ class LlmProviders(str, Enum):
     ASSEMBLYAI = "assemblyai"
     GITHUB_COPILOT = "github_copilot"
     SNOWFLAKE = "snowflake"
+    GRADIENT_AI = "gradient_ai"
     LLAMA = "meta_llama"
     NSCALE = "nscale"
     PG_VECTOR = "pg_vector"
diff --git a/litellm/utils.py b/litellm/utils.py
index 667625b68b..17d10b04b6 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -6963,6 +6963,8 @@ class ProviderConfigManager:
             return litellm.LiteLLMProxyChatConfig()
         elif litellm.LlmProviders.OPENAI == provider:
             return litellm.OpenAIGPTConfig()
+        elif litellm.LlmProviders.GRADIENT_AI == provider:
+            return litellm.GradientAIConfig()
         elif litellm.LlmProviders.NSCALE == provider:
             return litellm.NscaleConfig()
         elif litellm.LlmProviders.OCI == provider:
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 1bd7b460d6..7cfc9dea5a 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -17098,6 +17098,130 @@
         "litellm_provider": "snowflake",
         "mode": "chat"
     },
+    "gradient_ai/anthropic-claude-3.7-sonnet": {
+        "input_cost_per_token": 3e-06,
+        "output_cost_per_token": 15e-06,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 1024,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/anthropic-claude-3.5-sonnet": {
+        "input_cost_per_token": 3e-06,
+        "output_cost_per_token": 15e-06,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 1024,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/anthropic-claude-3.5-haiku": {
+        "input_cost_per_token": 8e-07,
+        "output_cost_per_token": 4e-06,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 1024,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/anthropic-claude-3-opus": {
+        "input_cost_per_token": 15e-06,
+        "output_cost_per_token": 75e-06,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 1024,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/deepseek-r1-distill-llama-70b": {
+        "input_cost_per_token": 99e-08,
+        "output_cost_per_token": 99e-08,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 8000,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/llama3.3-70b-instruct": {
+        "input_cost_per_token": 65e-08,
+        "output_cost_per_token": 65e-08,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 2048,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/llama3-8b-instruct": {
+        "input_cost_per_token": 2e-07,
+        "output_cost_per_token": 2e-07,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 512,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/mistral-nemo-instruct-2407": {
+        "input_cost_per_token": 3e-07,
+        "output_cost_per_token": 3e-07,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 512,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/openai-o3": {
+        "input_cost_per_token": 2e-06,
+        "output_cost_per_token": 8e-06,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 100000,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/openai-o3-mini": {
+        "input_cost_per_token": 11e-07,
+        "output_cost_per_token": 44e-07,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 100000,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/openai-gpt-4o": {
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 16384,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/openai-gpt-4o-mini": {
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 16384,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/alibaba-qwen3-32b": {
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 2048,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
     "nscale/meta-llama/Llama-4-Scout-17B-16E-Instruct": {
         "input_cost_per_token": 9e-08,
         "output_cost_per_token": 2.9e-07,
diff --git a/tests/litellm/llms/gradient_ai/chat/test_gradient_ai_chat_transformation.py b/tests/litellm/llms/gradient_ai/chat/test_gradient_ai_chat_transformation.py
new file mode 100644
index 0000000000..66b4b36fcd
--- /dev/null
+++ b/tests/litellm/llms/gradient_ai/chat/test_gradient_ai_chat_transformation.py
@@ -0,0 +1,91 @@
+import os
+import sys
+import pytest
+
+sys.path.insert(
+    0, os.path.abspath("../../../../..")
+)  # Adds the parent directory to the system path
+
+from litellm.llms.gradient_ai.chat.transformation import GradientAIConfig, GRADIENT_AI_SERVERLESS_ENDPOINT
+
+DO_ENDPOINT_PATH = "/api/v1/chat/completions"
+DO_BASE_URL = "https://api.gradient_ai.com"
+
+@pytest.fixture
+def config():
+    return GradientAIConfig()
+
+def test_validate_environment_sets_headers(monkeypatch, config):
+    monkeypatch.setenv("GRADIENT_AI_API_KEY", "test-key")
+    headers = {}
+    result = config.validate_environment(
+        headers=headers,
+        model="gradient_ai/test-model",
+        messages=[],
+        optional_params={},
+        litellm_params={},
+        api_key=None,
+        api_base=None,
+    )
+    assert result["Authorization"] == "Bearer test-key"
+    assert result["Content-Type"] == "application/json"
+
+def test_get_complete_url_custom_base(config):
+    url = config.get_complete_url(
+        api_base=DO_BASE_URL,
+        api_key="test-key",
+        model="gradient_ai/test-model",
+        optional_params={},
+        litellm_params={},
+        stream=False,
+    )
+    assert url == f"{DO_BASE_URL}{DO_ENDPOINT_PATH}"
+
+def test_get_complete_url_default_serverless(monkeypatch, config):
+    monkeypatch.delenv("GRADIENT_AI_AGENT_ENDPOINT", raising=False)
+    url = config.get_complete_url(
+        api_base=None,
+        api_key="test-key",
+        model="gradient_ai/test-model",
+        optional_params={},
+        litellm_params={},
+        stream=False,
+    )
+    assert url == f"{GRADIENT_AI_SERVERLESS_ENDPOINT}/v1/chat/completions"
+
+def test_get_complete_url_with_env_endpoint(monkeypatch, config):
+    monkeypatch.setenv("GRADIENT_AI_AGENT_ENDPOINT", DO_BASE_URL)
+    url = config.get_complete_url(
+        api_base=None,
+        api_key="test-key",
+        model="gradient_ai/test-model",
+        optional_params={},
+        litellm_params={},
+        stream=False,
+    )
+    assert url == f"{DO_BASE_URL}{DO_ENDPOINT_PATH}"
+
+def test_transform_messages_handles_dicts_only(config):
+    messages = [
+        {"role": "assistant", "content": "Hello!"},
+        {"role": "user", "content": "Hi!"},
+    ]
+    out = config._transform_messages(messages, model="gradient_ai/test-model")
+    assert out[0]["role"] == "assistant"
+    assert out[0]["content"] == "Hello!"
+    assert out[1]["role"] == "user"
+    assert out[1]["content"] == "Hi!"
+
+def test_get_openai_compatible_provider_info_env(monkeypatch, config):
+    monkeypatch.setenv("GRADIENT_AI_AGENT_ENDPOINT", DO_BASE_URL)
+    monkeypatch.setenv("GRADIENT_AI_API_KEY", "env-key")
+    api_base, api_key = config._get_openai_compatible_provider_info(None, None)
+    assert api_base == DO_BASE_URL
+    assert api_key == "env-key"
+
+def test_get_openai_compatible_provider_info_default(monkeypatch, config):
+    monkeypatch.delenv("GRADIENT_AI_AGENT_ENDPOINT", raising=False)
+    monkeypatch.setenv("GRADIENT_AI_API_KEY", "env-key")
+    api_base, api_key = config._get_openai_compatible_provider_info(None, None)
+    assert api_base == GRADIENT_AI_SERVERLESS_ENDPOINT
+    assert api_key == "env-key"
\ No newline at end of file
diff --git a/ui/litellm-dashboard/out/assets/logos/gradientai.svg b/ui/litellm-dashboard/out/assets/logos/gradientai.svg
new file mode 100644
index 0000000000..7e99cdda8f
--- /dev/null
+++ b/ui/litellm-dashboard/out/assets/logos/gradientai.svg
@@ -0,0 +1,229 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   width="68.544662mm"
+   height="68.542419mm"
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+   version="1.1"
+   id="svg5"
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+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
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+     pagecolor="#ffffff"
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+     inkscape:pageshadow="2"
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+     inkscape:document-units="mm"
+     showgrid="false"
+     inkscape:zoom="0.90583672"
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+         id="path2776"
+         inkscape:connector-curvature="0" />
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+       clipPathUnits="userSpaceOnUse"
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+     inkscape:label="Layer 1"
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+        </g>
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+    </g>
+  </g>
+</svg>
diff --git a/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx b/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
index 8d910bc130..d74283ec97 100644
--- a/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
@@ -374,6 +374,20 @@ const PROVIDER_CREDENTIAL_FIELDS: Record<Providers, ProviderCredentialField[]> =
     type: "password",
     required: true
   }],
+  [Providers.GradientAI]: [
+    {
+      key: "api_base",
+      label: "GradientAI Endpoint",
+      placeholder: "https://...",
+      required: false
+    },
+    {
+      key: "api_key",
+      label: "GradientAI API Key",
+      type: "password",
+      required: true
+    }
+  ],
   [Providers.Triton]: [{
     key: "api_key",
     label: "API Key",
@@ -446,7 +460,7 @@ const ProviderSpecificFields: React.FC<ProviderSpecificFieldsProps> = ({
     onChange(info: any) {
       console.log("Upload onChange triggered in ProviderSpecificFields");
       console.log("Current form values:", form.getFieldsValue());
-      
+
       if (info.file.status !== "uploading") {
         console.log(info.file, info.fileList);
       }
@@ -465,7 +479,7 @@ const ProviderSpecificFields: React.FC<ProviderSpecificFieldsProps> = ({
             className={field.key === "vertex_credentials" ? "mb-0" : undefined}
           >
             {field.type === "select" ? (
-              <Select 
+              <Select
                 placeholder={field.placeholder}
                 defaultValue={field.defaultValue}
               >
@@ -476,14 +490,14 @@ const ProviderSpecificFields: React.FC<ProviderSpecificFieldsProps> = ({
                 ))}
               </Select>
             ) : field.type === "upload" ? (
-              <Upload 
+              <Upload
                 {...handleUpload}
                 onChange={(info) => {
                   // First call the original onChange
                   if (uploadProps?.onChange) {
                     uploadProps.onChange(info);
                   }
-                  
+
                   // Check the field value after a short delay
                   setTimeout(() => {
                     const value = form.getFieldValue(field.key);
@@ -494,9 +508,9 @@ const ProviderSpecificFields: React.FC<ProviderSpecificFieldsProps> = ({
                 <Button2 icon={<UploadOutlined />}>Click to Upload</Button2>
               </Upload>
             ) : (
-              <TextInput 
-                placeholder={field.placeholder} 
-                type={field.type === "password" ? "password" : "text"} 
+              <TextInput
+                placeholder={field.placeholder}
+                type={field.type === "password" ? "password" : "text"}
               />
             )}
           </Form.Item>
@@ -536,4 +550,4 @@ const ProviderSpecificFields: React.FC<ProviderSpecificFieldsProps> = ({
   );
 };
 
-export default ProviderSpecificFields;
\ No newline at end of file
+export default ProviderSpecificFields;
diff --git a/ui/litellm-dashboard/src/components/provider_info_helpers.tsx b/ui/litellm-dashboard/src/components/provider_info_helpers.tsx
index 0ca9e20b8e..1d42ac0974 100644
--- a/ui/litellm-dashboard/src/components/provider_info_helpers.tsx
+++ b/ui/litellm-dashboard/src/components/provider_info_helpers.tsx
@@ -17,6 +17,7 @@ export enum Providers {
   ElevenLabs = "ElevenLabs",            
   FireworksAI = "Fireworks AI",         
   Google_AI_Studio = "Google AI Studio",
+  GradientAI = "GradientAI",
   Groq = "Groq",                       
   JinaAI = "Jina AI",                 
   MistralAI = "Mistral AI",             
@@ -35,7 +36,7 @@ export enum Providers {
   Voyage = "Voyage AI",                
   xAI = "xAI",                          
 }
-  
+
 export const provider_map: Record<string, string> = {
     OpenAI: "openai",
     OpenAI_Text: "text-completion-openai",
@@ -61,6 +62,7 @@ export const provider_map: Record<string, string> = {
     TogetherAI: "together_ai",
     Openrouter: "openrouter",
     FireworksAI: "fireworks_ai",
+    GradientAI: "gradient_ai",
     Triton: "triton",
     Deepgram: "deepgram",
     ElevenLabs: "elevenlabs",
@@ -99,6 +101,7 @@ export const providerLogoMap: Record<string, string> = {
     [Providers.TogetherAI]: `${asset_logos_folder}togetherai.svg`,
     [Providers.Vertex_AI]: `${asset_logos_folder}google.svg`,
     [Providers.xAI]: `${asset_logos_folder}xai.svg`,
+    [Providers.GradientAI]: `${asset_logos_folder}gradientai.svg`,
     [Providers.Triton]: `${asset_logos_folder}nvidia_triton.png`,
     [Providers.Deepgram]: `${asset_logos_folder}deepgram.png`,
     [Providers.ElevenLabs]: `${asset_logos_folder}elevenlabs.png`,
@@ -169,9 +172,9 @@ export const getPlaceholder = (selectedProvider: string): string => {
     console.log(`Provider key: ${providerKey}`);
     let custom_llm_provider = provider_map[providerKey];
     console.log(`Provider mapped to: ${custom_llm_provider}`);
-    
+
     let providerModels: Array<string> = [];
-    
+
     if (providerKey && typeof modelMap === "object") {
       Object.entries(modelMap).forEach(([key, value]) => {
         if (
@@ -184,7 +187,6 @@ export const getPlaceholder = (selectedProvider: string): string => {
           providerModels.push(key);
         }
       });
-  
       // Special case for cohere
       // we need both cohere_chat and cohere models to show on dropdown
       if (providerKey == Providers.Cohere) {
@@ -217,6 +219,6 @@ export const getPlaceholder = (selectedProvider: string): string => {
         });
       }
     }
-  
+
     return providerModels;
   };

From 9f6f96d76c28f0297e3e074d6376dcd3b1967e09 Mon Sep 17 00:00:00 2001
From: Krish Dholakia <krrishdholakia@gmail.com>
Date: Sat, 9 Aug 2025 16:30:04 -0700
Subject: [PATCH 15/32] Litellm dev 08 07 2025 p1 (#13418)

* fix(router.py): support base model for model group usage

allows model group info to show accurate cost information for azure models

* fix(router.py): fix changes

* test: add unit tests

* build(pyproject.toml): bump openai version requirements

support custom tool from responses api

 Closes https://github.com/BerriAI/litellm/issues/13391

* docs(responses_api.md): add verbosity + free-form function calling parameters

* docs(responses_api.md): add cfg + minimal reasoning to docs

Closes https://github.com/BerriAI/litellm/issues/13391

* docs(responses_api.md): add proxy examples to docs

* refactor: fix ruff error
---
 .../docs/providers/openai/responses_api.md    | 352 +++++++++
 litellm/proxy/_new_secret_config.yaml         |   2 +-
 litellm/router.py                             |  17 +
 poetry.lock                                   | 668 ++++--------------
 tests/test_litellm/test_router.py             | 289 ++++++++
 5 files changed, 810 insertions(+), 518 deletions(-)

diff --git a/docs/my-website/docs/providers/openai/responses_api.md b/docs/my-website/docs/providers/openai/responses_api.md
index db2d781ca1..e96a2f9522 100644
--- a/docs/my-website/docs/providers/openai/responses_api.md
+++ b/docs/my-website/docs/providers/openai/responses_api.md
@@ -492,3 +492,355 @@ print(response_with_mcp_call)
 </Tabs>
 
 
+## Verbosity Parameter
+
+The `verbosity` parameter is supported for the `responses` API.
+
+<Tabs>
+<TabItem value="sdk" label="LiteLLM Python SDK">
+
+```python showLineNumbers title="Verbosity Parameter"
+from litellm import responses
+
+question = "Write a poem about a boy and his first pet dog."
+
+for verbosity in ["low", "medium", "high"]:
+    response = responses(
+        model="gpt-5-mini",
+        input=question,
+        text={"verbosity": verbosity}
+    )
+
+    print(response)
+```
+
+</TabItem>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+```python
+from openai import OpenAI
+import pandas as pd
+from IPython.display import display
+
+client = OpenAI(
+    base_url="http://localhost:4000",  # Your proxy URL
+    api_key="your-api-key"             # Your proxy API key
+)
+
+question = "Write a poem about a boy and his first pet dog."
+
+data = []
+
+for verbosity in ["low", "medium", "high"]:
+    response = client.responses.create(
+        model="gpt-5-mini",
+        input=question,
+        text={"verbosity": verbosity}
+    )
+
+    # Extract text
+    output_text = ""
+    for item in response.output:
+        if hasattr(item, "content"):
+            for content in item.content:
+                if hasattr(content, "text"):
+                    output_text += content.text
+
+    usage = response.usage
+    data.append({
+        "Verbosity": verbosity,
+        "Sample Output": output_text,
+        "Output Tokens": usage.output_tokens
+    })
+
+# Create DataFrame
+df = pd.DataFrame(data)
+
+# Display nicely with centered headers
+pd.set_option('display.max_colwidth', None)
+styled_df = df.style.set_table_styles(
+    [
+        {'selector': 'th', 'props': [('text-align', 'center')]},  # Center column headers
+        {'selector': 'td', 'props': [('text-align', 'left')]}     # Left-align table cells
+    ]
+)
+
+display(styled_df)
+
+```
+
+
+</TabItem>
+</Tabs>
+
+## Free-form Function Calling
+
+<Tabs>
+<TabItem value="sdk" label="LiteLLM Python SDK">
+
+
+```python showLineNumbers title="Free-form Function Calling"
+import litellm
+
+response = litellm.responses(
+    response = client.responses.create(
+    model="gpt-5-mini",
+    input="Please use the code_exec tool to calculate the area of a circle with radius equal to the number of 'r's in strawberry",
+    text={"format": {"type": "text"}},
+    tools=[
+        {
+            "type": "custom",
+            "name": "code_exec",
+            "description": "Executes arbitrary python code",
+        }
+    ]
+)
+print(response.output)
+```
+
+</TabItem>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+```python showLineNumbers title="Free-form Function Calling"
+from openai import OpenAI
+
+client = OpenAI(
+    base_url="http://localhost:4000",  # Your proxy URL
+    api_key="your-api-key"             # Your proxy API key
+)
+
+response = client.responses.create(
+    model="gpt-5-mini",
+    input="Please use the code_exec tool to calculate the area of a circle with radius equal to the number of 'r's in strawberry",
+    text={"format": {"type": "text"}},
+    tools=[
+        {
+            "type": "custom",
+            "name": "code_exec",
+            "description": "Executes arbitrary python code",
+        }
+    ]
+)
+print(response.output)
+```
+
+
+</TabItem>
+</Tabs>
+
+## Context-Free Grammar 
+
+<Tabs>
+<TabItem value="sdk" label="LiteLLM Python SDK">
+
+```python showLineNumbers title="Context-Free Grammar"
+import litellm
+
+import textwrap
+
+# ----------------- grammars for MS SQL dialect -----------------
+mssql_grammar = textwrap.dedent(r"""
+            // ---------- Punctuation & operators ----------
+            SP: " "
+            COMMA: ","
+            GT: ">"
+            EQ: "="
+            SEMI: ";"
+
+            // ---------- Start ----------
+            start: "SELECT" SP "TOP" SP NUMBER SP select_list SP "FROM" SP table SP "WHERE" SP amount_filter SP "AND" SP date_filter SP "ORDER" SP "BY" SP sort_cols SEMI
+
+            // ---------- Projections ----------
+            select_list: column (COMMA SP column)*
+            column: IDENTIFIER
+
+            // ---------- Tables ----------
+            table: IDENTIFIER
+
+            // ---------- Filters ----------
+            amount_filter: "total_amount" SP GT SP NUMBER
+            date_filter: "order_date" SP GT SP DATE
+
+            // ---------- Sorting ----------
+            sort_cols: "order_date" SP "DESC"
+
+            // ---------- Terminals ----------
+            IDENTIFIER: /[A-Za-z_][A-Za-z0-9_]*/
+            NUMBER: /[0-9]+/
+            DATE: /'[0-9]{4}-[0-9]{2}-[0-9]{2}'/
+    """)
+
+sql_prompt_mssql = (
+    "Call the mssql_grammar to generate a query for Microsoft SQL Server that retrieve the "
+    "five most recent orders per customer, showing customer_id, order_id, order_date, and total_amount, "
+    "where total_amount > 500 and order_date is after '2025-01-01'. "
+)
+
+
+response = litellm.responses(
+    model="gpt-5",
+    input=sql_prompt_mssql,
+    text={"format": {"type": "text"}},
+    tools=[
+        {
+            "type": "custom",
+            "name": "mssql_grammar",
+            "description": "Executes read-only Microsoft SQL Server queries limited to SELECT statements with TOP and basic WHERE/ORDER BY. YOU MUST REASON HEAVILY ABOUT THE QUERY AND MAKE SURE IT OBEYS THE GRAMMAR.",
+            "format": {
+                "type": "grammar",
+                "syntax": "lark",
+                "definition": mssql_grammar
+            }
+        },
+    ],
+    parallel_tool_calls=False
+)
+
+print("--- MS SQL Query ---")
+print(response_mssql.output[1].input)
+```
+
+</TabItem>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+```python showLineNumbers title="Context-Free Grammar"
+from openai import OpenAI
+
+client = OpenAI(
+    base_url="http://localhost:4000",  # Your proxy URL
+    api_key="your-api-key"             # Your proxy API key
+)
+
+import textwrap
+
+# ----------------- grammars for MS SQL dialect -----------------
+mssql_grammar = textwrap.dedent(r"""
+            // ---------- Punctuation & operators ----------
+            SP: " "
+            COMMA: ","
+            GT: ">"
+            EQ: "="
+            SEMI: ";"
+
+            // ---------- Start ----------
+            start: "SELECT" SP "TOP" SP NUMBER SP select_list SP "FROM" SP table SP "WHERE" SP amount_filter SP "AND" SP date_filter SP "ORDER" SP "BY" SP sort_cols SEMI
+
+            // ---------- Projections ----------
+            select_list: column (COMMA SP column)*
+            column: IDENTIFIER
+
+            // ---------- Tables ----------
+            table: IDENTIFIER
+
+            // ---------- Filters ----------
+            amount_filter: "total_amount" SP GT SP NUMBER
+            date_filter: "order_date" SP GT SP DATE
+
+            // ---------- Sorting ----------
+            sort_cols: "order_date" SP "DESC"
+
+            // ---------- Terminals ----------
+            IDENTIFIER: /[A-Za-z_][A-Za-z0-9_]*/
+            NUMBER: /[0-9]+/
+            DATE: /'[0-9]{4}-[0-9]{2}-[0-9]{2}'/
+    """)
+
+sql_prompt_mssql = (
+    "Call the mssql_grammar to generate a query for Microsoft SQL Server that retrieve the "
+    "five most recent orders per customer, showing customer_id, order_id, order_date, and total_amount, "
+    "where total_amount > 500 and order_date is after '2025-01-01'. "
+)
+
+
+response = client.responses.create(
+    model="gpt-5",
+    input=sql_prompt_mssql,
+    text={"format": {"type": "text"}},
+    tools=[
+        {
+            "type": "custom",
+            "name": "mssql_grammar",
+            "description": "Executes read-only Microsoft SQL Server queries limited to SELECT statements with TOP and basic WHERE/ORDER BY. YOU MUST REASON HEAVILY ABOUT THE QUERY AND MAKE SURE IT OBEYS THE GRAMMAR.",
+            "format": {
+                "type": "grammar",
+                "syntax": "lark",
+                "definition": mssql_grammar
+            }
+        },
+    ],
+    parallel_tool_calls=False
+)
+
+print("--- MS SQL Query ---")
+print(response_mssql.output[1].input)
+```
+
+</TabItem>
+</Tabs>
+
+## Minimal Reasoning
+
+<Tabs>
+<TabItem value="sdk" label="LiteLLM Python SDK">
+
+
+```python showLineNumbers title="Minimal Reasoning"
+import litellm
+
+response = litellm.responses(
+    model="gpt-5",
+    input= [{ 'role': 'developer', 'content': prompt }, 
+            { 'role': 'user', 'content': 'The food that the restaurant was great! I recommend it to everyone.' }],
+    reasoning = {
+        "effort": "minimal"
+    },
+)
+
+print(response)
+```
+</TabItem>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+```python showLineNumbers title="Minimal Reasoning"
+from openai import OpenAI
+
+client = OpenAI(
+    base_url="http://localhost:4000",  # Your proxy URL
+    api_key="your-api-key"             # Your proxy API key
+)
+
+
+prompt = "Classify sentiment of the review as positive|neutral|negative. Return one word only." 
+
+
+response = client.responses.create(
+    model="gpt-5",
+    input= [{ 'role': 'developer', 'content': prompt }, 
+            { 'role': 'user', 'content': 'The food that the restaurant was great! I recommend it to everyone.' }],
+    reasoning = {
+        "effort": "minimal"
+    },
+)
+
+# Extract model's text output
+output_text = ""
+for item in response.output:
+    if hasattr(item, "content"):
+        for content in item.content:
+            if hasattr(content, "text"):
+                output_text += content.text
+
+# Token usage details
+usage = response.usage
+
+print("--------------------------------")
+print("Output:")
+print(output_text)
+
+
+
+```
+
+
+</TabItem>
+</Tabs>
diff --git a/litellm/proxy/_new_secret_config.yaml b/litellm/proxy/_new_secret_config.yaml
index cb41dfbd75..c04c076661 100644
--- a/litellm/proxy/_new_secret_config.yaml
+++ b/litellm/proxy/_new_secret_config.yaml
@@ -21,4 +21,4 @@ litellm_settings:
   return_response_headers: true
   store_audit_logs: true
   callbacks: ["prometheus", "resend_email", "otel"]
-  cache: true
\ No newline at end of file
+  cache: true
diff --git a/litellm/router.py b/litellm/router.py
index dbd5b4c6b2..b5dac3263c 100644
--- a/litellm/router.py
+++ b/litellm/router.py
@@ -5540,6 +5540,23 @@ class Router:
         except Exception:
             pass
 
+        ## check for base model
+        try:
+            if custom_model_info is not None:
+                base_model = custom_model_info.get("base_model", None)
+                if base_model is not None:
+                    ## update litellm model info with base model info
+                    base_model_info = litellm.get_model_info(model=base_model)
+                    if base_model_info is not None:
+                        custom_model_info = custom_model_info or {}
+                        # Base model provides defaults, custom model info overrides
+                        custom_model_info = _update_dictionary(
+                            cast(dict, base_model_info),
+                            custom_model_info,
+                        )
+        except Exception:
+            pass
+
         if custom_model_info is not None and litellm_model_name_model_info is not None:
             model_info = cast(
                 ModelInfo,
diff --git a/poetry.lock b/poetry.lock
index a7781ff52f..133667d8da 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -6,7 +6,6 @@ version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
     {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
@@ -18,7 +17,6 @@ version = "3.10.11"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "aiohttp-3.10.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5077b1a5f40ffa3ba1f40d537d3bec4383988ee51fbba6b74aa8fb1bc466599e"},
     {file = "aiohttp-3.10.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8d6a14a4d93b5b3c2891fca94fa9d41b2322a68194422bef0dd5ec1e57d7d298"},
@@ -123,7 +121,7 @@ multidict = ">=4.5,<7.0"
 yarl = ">=1.12.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -131,7 +129,6 @@ version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"},
     {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"},
@@ -146,8 +143,6 @@ version = "0.7.13"
 description = "A configurable sidebar-enabled Sphinx theme"
 optional = true
 python-versions = ">=3.6"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
     {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
@@ -159,8 +154,6 @@ version = "1.16.4"
 description = "A database migration tool for SQLAlchemy."
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "alembic-1.16.4-py3-none-any.whl", hash = "sha256:b05e51e8e82efc1abd14ba2af6392897e145930c3e0a2faf2b0da2f7f7fd660d"},
     {file = "alembic-1.16.4.tar.gz", hash = "sha256:efab6ada0dd0fae2c92060800e0bf5c1dc26af15a10e02fb4babff164b4725e2"},
@@ -181,7 +174,6 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -196,7 +188,6 @@ version = "4.5.2"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "anyio-4.5.2-py3-none-any.whl", hash = "sha256:c011ee36bc1e8ba40e5a81cb9df91925c218fe9b778554e0b56a21e1b5d4716f"},
     {file = "anyio-4.5.2.tar.gz", hash = "sha256:23009af4ed04ce05991845451e11ef02fc7c5ed29179ac9a420e5ad0ac7ddc5b"},
@@ -210,7 +201,7 @@ typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21.0b1) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -219,8 +210,6 @@ version = "3.11.0"
 description = "In-process task scheduler with Cron-like capabilities"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "APScheduler-3.11.0-py3-none-any.whl", hash = "sha256:fc134ca32e50f5eadcc4938e3a4545ab19131435e851abb40b34d63d5141c6da"},
     {file = "apscheduler-3.11.0.tar.gz", hash = "sha256:4c622d250b0955a65d5d0eb91c33e6d43fd879834bf541e0a18661ae60460133"},
@@ -238,7 +227,7 @@ mongodb = ["pymongo (>=3.0)"]
 redis = ["redis (>=3.0)"]
 rethinkdb = ["rethinkdb (>=2.4.0)"]
 sqlalchemy = ["sqlalchemy (>=1.4)"]
-test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6 ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "anyio (>=4.5.2)", "gevent ; python_version < \"3.14\"", "pytest", "pytz", "twisted ; python_version < \"3.14\""]
+test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6", "anyio (>=4.5.2)", "gevent", "pytest", "pytz", "twisted"]
 tornado = ["tornado (>=4.3)"]
 twisted = ["twisted"]
 zookeeper = ["kazoo"]
@@ -247,10 +236,8 @@ zookeeper = ["kazoo"]
 name = "async-timeout"
 version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
-optional = true
+optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_full_version < \"3.11.3\" and (extra == \"extra-proxy\" or extra == \"proxy\") or python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -262,19 +249,18 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
 
 [package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "azure-core"
@@ -282,7 +268,6 @@ version = "1.33.0"
 description = "Microsoft Azure Core Library for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "azure_core-1.33.0-py3-none-any.whl", hash = "sha256:9b5b6d0223a1d38c37500e6971118c1e0f13f54951e6893968b38910bc9cda8f"},
     {file = "azure_core-1.33.0.tar.gz", hash = "sha256:f367aa07b5e3005fec2c1e184b882b0b039910733907d001c20fb08ebb8c0eb9"},
@@ -303,7 +288,6 @@ version = "1.21.0"
 description = "Microsoft Azure Identity Library for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "azure_identity-1.21.0-py3-none-any.whl", hash = "sha256:258ea6325537352440f71b35c3dffe9d240eae4a5126c1b7ce5efd5766bd9fd9"},
     {file = "azure_identity-1.21.0.tar.gz", hash = "sha256:ea22ce6e6b0f429bc1b8d9212d5b9f9877bd4c82f1724bfa910760612c07a9a6"},
@@ -322,8 +306,6 @@ version = "4.9.0"
 description = "Microsoft Azure Key Vault Secrets Client Library for Python"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"extra-proxy\""
 files = [
     {file = "azure_keyvault_secrets-4.9.0-py3-none-any.whl", hash = "sha256:33c7e2aca2cc2092cebc8c6e96eca36a5cc30c767e16ea429c5fa21270e9fba6"},
     {file = "azure_keyvault_secrets-4.9.0.tar.gz", hash = "sha256:2a03bb2ffd9a0d6c8ad1c330d9d0310113985a9de06607ece378fd72a5889fe1"},
@@ -340,8 +322,6 @@ version = "12.26.0"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "azure_storage_blob-12.26.0-py3-none-any.whl", hash = "sha256:8c5631b8b22b4f53ec5fff2f3bededf34cfef111e2af613ad42c9e6de00a77fe"},
     {file = "azure_storage_blob-12.26.0.tar.gz", hash = "sha256:5dd7d7824224f7de00bfeb032753601c982655173061e242f13be6e26d78d71f"},
@@ -362,8 +342,6 @@ version = "2.17.0"
 description = "Internationalization utilities"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
     {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
@@ -373,7 +351,7 @@ files = [
 pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
 
 [package.extras]
-dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
+dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
 
 [[package]]
 name = "backoff"
@@ -381,12 +359,10 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
-groups = ["main", "dev"]
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
 ]
-markers = {main = "python_version >= \"3.9\" and (extra == \"semantic-router\" or extra == \"proxy\") or extra == \"proxy\""}
 
 [[package]]
 name = "backports-zoneinfo"
@@ -394,8 +370,6 @@ version = "0.2.1"
 description = "Backport of the standard library zoneinfo module"
 optional = true
 python-versions = ">=3.6"
-groups = ["main"]
-markers = "extra == \"proxy\" and python_version < \"3.9\""
 files = [
     {file = "backports.zoneinfo-0.2.1-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc"},
     {file = "backports.zoneinfo-0.2.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:89a48c0d158a3cc3f654da4c2de1ceba85263fafb861b98b59040a5086259722"},
@@ -424,7 +398,6 @@ version = "23.12.1"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
 files = [
     {file = "black-23.12.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e0aaf6041986767a5e0ce663c7a2f0e9eaf21e6ff87a5f95cbf3675bfd4c41d2"},
     {file = "black-23.12.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c88b3711d12905b74206227109272673edce0cb29f27e1385f33b0163c414bba"},
@@ -461,7 +434,7 @@ typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4) ; sys_platform != \"win32\" or implementation_name != \"pypy\"", "aiohttp (>=3.7.4,!=3.9.0) ; sys_platform == \"win32\" and implementation_name == \"pypy\""]
+d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
@@ -471,8 +444,6 @@ version = "1.9.0"
 description = "Fast, simple object-to-object and broadcast signaling"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"},
     {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
@@ -484,8 +455,6 @@ version = "1.34.34"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">= 3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "boto3-1.34.34-py3-none-any.whl", hash = "sha256:33a8b6d9136fa7427160edb92d2e50f2035f04e9d63a2d1027349053e12626aa"},
     {file = "boto3-1.34.34.tar.gz", hash = "sha256:b2f321e20966f021ec800b7f2c01287a3dd04fc5965acdfbaa9c505a24ca45d1"},
@@ -505,8 +474,6 @@ version = "1.34.162"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "botocore-1.34.162-py3-none-any.whl", hash = "sha256:2d918b02db88d27a75b48275e6fb2506e9adaaddbec1ffa6a8a0898b34e769be"},
     {file = "botocore-1.34.162.tar.gz", hash = "sha256:adc23be4fb99ad31961236342b7cbf3c0bfc62532cd02852196032e8c0d682f3"},
@@ -529,8 +496,6 @@ version = "5.5.2"
 description = "Extensible memoizing collections and decorators"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"extra-proxy\") or extra == \"extra-proxy\""
 files = [
     {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
     {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
@@ -542,7 +507,6 @@ version = "2025.8.3"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"},
     {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"},
@@ -554,7 +518,6 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -624,7 +587,6 @@ files = [
     {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
     {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
 ]
-markers = {main = "platform_python_implementation != \"PyPy\" or extra == \"proxy\"", dev = "platform_python_implementation != \"PyPy\"", proxy-dev = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = "*"
@@ -635,7 +597,6 @@ version = "3.4.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "charset_normalizer-3.4.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7c48ed483eb946e6c04ccbe02c6b4d1d48e51944b6db70f697e089c193404941"},
     {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2d318c11350e10662026ad0eb71bb51c7812fc8590825304ae0bdd4ac283acd"},
@@ -737,7 +698,6 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -752,8 +712,6 @@ version = "3.1.1"
 description = "Pickler class to extend the standard pickle.Pickler functionality"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "cloudpickle-3.1.1-py3-none-any.whl", hash = "sha256:c8c5a44295039331ee9dad40ba100a9c7297b6f988e50e87ccdf3765a668350e"},
     {file = "cloudpickle-3.1.1.tar.gz", hash = "sha256:b216fa8ae4019d5482a8ac3c95d8f6346115d8835911fd4aefd1a445e4242c64"},
@@ -765,8 +723,6 @@ version = "4.57"
 description = "Python SDK for the Cohere API"
 optional = true
 python-versions = ">=3.8,<4.0"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"semantic-router\""
 files = [
     {file = "cohere-4.57-py3-none-any.whl", hash = "sha256:479bdea81ae119e53f671f1ae808fcff9df88211780525d7ef2f7b99dfb32e59"},
     {file = "cohere-4.57.tar.gz", hash = "sha256:71ace0204a92d1a2a8d4b949b88b353b4f22fc645486851924284cc5a0eb700d"},
@@ -786,12 +742,10 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "sys_platform == \"win32\" and (extra == \"utils\" or extra == \"semantic-router\") and python_version >= \"3.9\" or platform_system == \"Windows\" or sys_platform == \"win32\" and extra == \"utils\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\"", proxy-dev = "platform_system == \"Windows\""}
 
 [[package]]
 name = "coloredlogs"
@@ -799,8 +753,6 @@ version = "15.0.1"
 description = "Colored terminal output for Python's logging module"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\""
 files = [
     {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"},
     {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"},
@@ -818,8 +770,6 @@ version = "6.9.0"
 description = "Add colours to the output of Python's logging module."
 optional = true
 python-versions = ">=3.6"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"semantic-router\""
 files = [
     {file = "colorlog-6.9.0-py3-none-any.whl", hash = "sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff"},
     {file = "colorlog-6.9.0.tar.gz", hash = "sha256:bfba54a1b93b94f54e1f4fe48395725a3d92fd2a4af702f6bd70946bdc0c6ac2"},
@@ -837,8 +787,6 @@ version = "1.3.2"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = true
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "contourpy-1.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934"},
     {file = "contourpy-1.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989"},
@@ -915,7 +863,6 @@ version = "43.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "cryptography-43.0.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf7a1932ac4176486eab36a19ed4c0492da5d97123f1406cf15e41b05e787d2e"},
     {file = "cryptography-43.0.3-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:63efa177ff54aec6e1c0aefaa1a241232dcd37413835a9b674b6e3f0ae2bfd3e"},
@@ -965,8 +912,6 @@ version = "0.12.1"
 description = "Composable style cycles"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
     {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
@@ -978,15 +923,13 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "databricks-sdk"
-version = "0.61.0"
+version = "0.62.0"
 description = "Databricks SDK for Python (Beta)"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
-    {file = "databricks_sdk-0.61.0-py3-none-any.whl", hash = "sha256:709ac7c709f843567b04fba6cea8a53ee644b79314e9a9ac4db0c1b3c1d2d5fe"},
-    {file = "databricks_sdk-0.61.0.tar.gz", hash = "sha256:06e50663c2c87e94f5e505390b74bc5c7c5330f4b4be35616b7aed06cf940af0"},
+    {file = "databricks_sdk-0.62.0-py3-none-any.whl", hash = "sha256:79d4abe60306239985a5b718583923e13316c5417204017b0dadf74bccfcc6e1"},
+    {file = "databricks_sdk-0.62.0.tar.gz", hash = "sha256:12f8da735f74cba5265dcb0620c30941628f63787e6ea7e57cc5ed22d9e1b987"},
 ]
 
 [package.dependencies]
@@ -994,9 +937,9 @@ google-auth = ">=2.0,<3.0"
 requests = ">=2.28.1,<3"
 
 [package.extras]
-dev = ["autoflake", "black", "build", "databricks-connect", "httpx", "ipython", "ipywidgets", "isort", "langchain-openai ; python_version > \"3.7\"", "openai", "pycodestyle", "pyfakefs", "pytest", "pytest-cov", "pytest-mock", "pytest-rerunfailures", "pytest-xdist", "requests-mock", "wheel"]
+dev = ["autoflake", "black", "build", "databricks-connect", "httpx", "ipython", "ipywidgets", "isort", "langchain-openai", "openai", "pycodestyle", "pyfakefs", "pytest", "pytest-cov", "pytest-mock", "pytest-rerunfailures", "pytest-xdist", "requests-mock", "wheel"]
 notebook = ["ipython (>=8,<10)", "ipywidgets (>=8,<9)"]
-openai = ["httpx", "langchain-openai ; python_version > \"3.7\"", "openai"]
+openai = ["httpx", "langchain-openai", "openai"]
 
 [[package]]
 name = "deprecated"
@@ -1004,18 +947,16 @@ version = "1.2.18"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"},
     {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
 ]
-markers = {main = "python_version >= \"3.10\""}
 
 [package.dependencies]
 wrapt = ">=1.10,<2"
 
 [package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools ; python_version >= \"3.12\"", "tox"]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"]
 
 [[package]]
 name = "diskcache"
@@ -1023,8 +964,6 @@ version = "5.6.3"
 description = "Disk Cache -- Disk and file backed persistent cache."
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "extra == \"caching\""
 files = [
     {file = "diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19"},
     {file = "diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc"},
@@ -1036,7 +975,6 @@ version = "1.9.0"
 description = "Distro - an OS platform information API"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
 files = [
     {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
@@ -1048,8 +986,6 @@ version = "2.6.1"
 description = "DNS toolkit"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "dnspython-2.6.1-py3-none-any.whl", hash = "sha256:5ef3b9680161f6fa89daf8ad451b5f1a33b18ae8a1c6778cdf4b43f08c0a6e50"},
     {file = "dnspython-2.6.1.tar.gz", hash = "sha256:e8f0f9c23a7b7cb99ded64e6c3a6f3e701d78f50c55e002b839dea7225cff7cc"},
@@ -1070,8 +1006,6 @@ version = "7.1.0"
 description = "A Python library for the Docker Engine API."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"},
     {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"},
@@ -1094,8 +1028,6 @@ version = "0.20.1"
 description = "Docutils -- Python Documentation Utilities"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "docutils-0.20.1-py3-none-any.whl", hash = "sha256:96f387a2c5562db4476f09f13bbab2192e764cac08ebbf3a34a95d9b1e4a59d6"},
     {file = "docutils-0.20.1.tar.gz", hash = "sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b"},
@@ -1107,8 +1039,6 @@ version = "2.2.0"
 description = "A robust email address syntax and deliverability validation library."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"},
     {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"},
@@ -1124,8 +1054,6 @@ version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "proxy-dev"]
-markers = "python_version <= \"3.10\""
 files = [
     {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
     {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
@@ -1143,8 +1071,6 @@ version = "0.115.14"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"proxy\") or extra == \"proxy\""
 files = [
     {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"},
     {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"},
@@ -1165,8 +1091,6 @@ version = "0.16.0"
 description = "FastAPI plugin to enable SSO to most common providers (such as Facebook login, Google login and login via Microsoft Office 365 Account)"
 optional = true
 python-versions = "<4.0,>=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "fastapi_sso-0.16.0-py3-none-any.whl", hash = "sha256:3a66a942474ef9756d3a9d8b945d55bd9faf99781facdb9b87a40b73d6d6b0c3"},
     {file = "fastapi_sso-0.16.0.tar.gz", hash = "sha256:f3941f986347566b7d3747c710cf474a907f581bfb6697ff3bb3e44eb76b438c"},
@@ -1185,8 +1109,6 @@ version = "1.12.0"
 description = "Fast read/write of AVRO files"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"semantic-router\""
 files = [
     {file = "fastavro-1.12.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e38497bd24136aad2c47376ee958be4f5b775d6f03c11893fc636eea8c1c3b40"},
     {file = "fastavro-1.12.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e8d8401b021f4b3dfc05e6f82365f14de8d170a041fbe3345f992c9c13d4f0ff"},
@@ -1238,7 +1160,6 @@ version = "3.16.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"},
     {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"},
@@ -1247,7 +1168,7 @@ files = [
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"]
 testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
-typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
+typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
 name = "flake8"
@@ -1255,7 +1176,6 @@ version = "6.1.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.8.1"
-groups = ["dev"]
 files = [
     {file = "flake8-6.1.0-py2.py3-none-any.whl", hash = "sha256:ffdfce58ea94c6580c77888a86506937f9a1a227dfcd15f245d694ae20a6b6e5"},
     {file = "flake8-6.1.0.tar.gz", hash = "sha256:d5b3857f07c030bdb5bf41c7f53799571d75c4491748a3adcd47de929e34cd23"},
@@ -1272,8 +1192,6 @@ version = "3.1.1"
 description = "A simple framework for building complex web applications."
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "flask-3.1.1-py3-none-any.whl", hash = "sha256:07aae2bb5eaf77993ef57e357491839f5fd9f4dc281593a81a9e4d79a24f295c"},
     {file = "flask-3.1.1.tar.gz", hash = "sha256:284c7b8f2f58cb737f0cf1c30fd7eaf0ccfcde196099d24ecede3fc2005aa59e"},
@@ -1297,8 +1215,6 @@ version = "4.59.0"
 description = "Tools to manipulate font files"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "fonttools-4.59.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:524133c1be38445c5c0575eacea42dbd44374b310b1ffc4b60ff01d881fabb96"},
     {file = "fonttools-4.59.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:21e606b2d38fed938dde871c5736822dd6bda7a4631b92e509a1f5cd1b90c5df"},
@@ -1345,17 +1261,17 @@ files = [
 ]
 
 [package.extras]
-all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"]
+all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"]
 graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""]
+interpolatable = ["munkres", "pycairo", "scipy"]
 lxml = ["lxml (>=4.0)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
 repacker = ["uharfbuzz (>=0.23.0)"]
 symfont = ["sympy"]
-type1 = ["xattr ; sys_platform == \"darwin\""]
-unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""]
-woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"]
+type1 = ["xattr"]
+unicode = ["unicodedata2 (>=15.1.0)"]
+woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "frozenlist"
@@ -1363,7 +1279,6 @@ version = "1.5.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -1465,7 +1380,6 @@ version = "2025.3.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "fsspec-2025.3.0-py3-none-any.whl", hash = "sha256:efb87af3efa9103f94ca91a7f8cb7a4df91af9f74fc106c9c7ea0efd7277c1b3"},
     {file = "fsspec-2025.3.0.tar.gz", hash = "sha256:a935fd1ea872591f2b5148907d103488fc523295e6c64b835cfad8c3eca44972"},
@@ -1505,8 +1419,6 @@ version = "4.0.12"
 description = "Git Object Database"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "gitdb-4.0.12-py3-none-any.whl", hash = "sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf"},
     {file = "gitdb-4.0.12.tar.gz", hash = "sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571"},
@@ -1521,8 +1433,6 @@ version = "3.1.45"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "gitpython-3.1.45-py3-none-any.whl", hash = "sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77"},
     {file = "gitpython-3.1.45.tar.gz", hash = "sha256:85b0ee964ceddf211c41b9f27a49086010a190fd8132a24e21f362a4b36a791c"},
@@ -1533,7 +1443,7 @@ gitdb = ">=4.0.1,<5"
 
 [package.extras]
 doc = ["sphinx (>=7.1.2,<7.2)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
-test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
+test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"]
 
 [[package]]
 name = "google-api-core"
@@ -1541,8 +1451,6 @@ version = "2.25.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"extra-proxy\""
 files = [
     {file = "google_api_core-2.25.1-py3-none-any.whl", hash = "sha256:8a2a56c1fef82987a524371f99f3bd0143702fecc670c72e600c1cda6bf8dbb7"},
     {file = "google_api_core-2.25.1.tar.gz", hash = "sha256:d2aaa0b13c78c61cb3f4282c464c046e45fbd75755683c9c525e6e8f7ed0a5e8"},
@@ -1557,18 +1465,18 @@ grpcio = [
 ]
 grpcio-status = [
     {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.33.2,<2.0.0", optional = true, markers = "extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0.0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
 ]
 proto-plus = [
-    {version = ">=1.22.3,<2.0.0"},
     {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
+    {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""},
 ]
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"]
-grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""]
+grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0)", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0)"]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
 
@@ -1578,8 +1486,6 @@ version = "2.40.3"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"extra-proxy\") or extra == \"extra-proxy\""
 files = [
     {file = "google_auth-2.40.3-py2.py3-none-any.whl", hash = "sha256:1370d4593e86213563547f97a92752fc658456fe4514c809544f330fed45a7ca"},
     {file = "google_auth-2.40.3.tar.gz", hash = "sha256:500c3a29adedeb36ea9cf24b8d10858e152f2412e3ca37829b3fa18e33d63b77"},
@@ -1593,11 +1499,11 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
-pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
-pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+pyjwt = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
+pyopenssl = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0)"]
-testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
 urllib3 = ["packaging", "urllib3"]
 
 [[package]]
@@ -1606,8 +1512,6 @@ version = "2.19.1"
 description = "Google Cloud Iam API client library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"extra-proxy\""
 files = [
     {file = "google_cloud_iam-2.19.1-py3-none-any.whl", hash = "sha256:11b08b86d82510021f9dd9f0beb5a08219e070deab09e28d4c0ce49f8c70997d"},
     {file = "google_cloud_iam-2.19.1.tar.gz", hash = "sha256:f059c369ad98af6be3401f0f5d087775d775fb96833be1e9ab8048c422fb1bf4"},
@@ -1618,8 +1522,8 @@ google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0"
 grpc-google-iam-v1 = ">=0.12.4,<1.0.0"
 proto-plus = [
-    {version = ">=1.22.3,<2.0.0"},
     {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
+    {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""},
 ]
 protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 
@@ -1629,8 +1533,6 @@ version = "2.24.2"
 description = "Google Cloud Kms API client library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"extra-proxy\""
 files = [
     {file = "google_cloud_kms-2.24.2-py2.py3-none-any.whl", hash = "sha256:368209b035dfac691a467c1cf50986d8b1b26cac1166bdfbaa25d738df91ff7b"},
     {file = "google_cloud_kms-2.24.2.tar.gz", hash = "sha256:e9e18bbfafd1a4035c76c03fb5ff03f4f57f596d08e1a9ede7e69ec0151b27a1"},
@@ -1649,12 +1551,10 @@ version = "1.70.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "googleapis_common_protos-1.70.0-py3-none-any.whl", hash = "sha256:b8bfcca8c25a2bb253e0e0b0adaf8c00773e5e6af6fd92397576680b807e0fd8"},
     {file = "googleapis_common_protos-1.70.0.tar.gz", hash = "sha256:0e1b44e0ea153e6594f9f394fef15193a68aaaea2d843f83e2742717ca753257"},
 ]
-markers = {main = "extra == \"extra-proxy\""}
 
 [package.dependencies]
 grpcio = {version = ">=1.44.0,<2.0.0", optional = true, markers = "extra == \"grpc\""}
@@ -1669,8 +1569,6 @@ version = "3.4.3"
 description = "GraphQL Framework for Python"
 optional = true
 python-versions = "*"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "graphene-3.4.3-py2.py3-none-any.whl", hash = "sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71"},
     {file = "graphene-3.4.3.tar.gz", hash = "sha256:2a3786948ce75fe7e078443d37f609cbe5bb36ad8d6b828740ad3b95ed1a0aaa"},
@@ -1692,8 +1590,6 @@ version = "3.2.6"
 description = "GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL."
 optional = true
 python-versions = "<4,>=3.6"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
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     {file = "graphql_core-3.2.6.tar.gz", hash = "sha256:c08eec22f9e40f0bd61d805907e3b3b1b9a320bc606e23dc145eebca07c8fbab"},
@@ -1705,8 +1601,6 @@ version = "3.2.0"
 description = "Relay library for graphql-core"
 optional = true
 python-versions = ">=3.6,<4"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
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     {file = "graphql_relay-3.2.0-py3-none-any.whl", hash = "sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5"},
@@ -1717,72 +1611,70 @@ graphql-core = ">=3.2,<3.3"
 
 [[package]]
 name = "greenlet"
-version = "3.2.3"
+version = "3.2.4"
 description = "Lightweight in-process concurrent programming"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") and extra == \"mlflow\" and python_version < \"3.14\""
 files = [
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 ]
 
 [package.extras]
 docs = ["Sphinx", "furo"]
-test = ["objgraph", "psutil"]
+test = ["objgraph", "psutil", "setuptools"]
 
 [[package]]
 name = "grpc-google-iam-v1"
@@ -1790,8 +1682,6 @@ version = "0.14.2"
 description = "IAM API client library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"extra-proxy\""
 files = [
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@@ -1808,7 +1698,6 @@ version = "1.70.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "grpcio-1.70.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:95469d1977429f45fe7df441f586521361e235982a0b39e33841549143ae2851"},
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@@ -1866,7 +1755,6 @@ files = [
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     {file = "grpcio-1.70.0.tar.gz", hash = "sha256:8d1584a68d5922330025881e63a6c1b54cc8117291d382e4fa69339b6d914c56"},
 ]
-markers = {main = "extra == \"extra-proxy\""}
 
 [package.extras]
 protobuf = ["grpcio-tools (>=1.70.0)"]
@@ -1877,8 +1765,6 @@ version = "1.62.3"
 description = "Status proto mapping for gRPC"
 optional = true
 python-versions = ">=3.6"
-groups = ["main"]
-markers = "extra == \"extra-proxy\""
 files = [
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@@ -1895,8 +1781,6 @@ version = "23.0.0"
 description = "WSGI HTTP Server for UNIX"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "platform_system != \"Windows\" and (extra == \"mlflow\" or extra == \"proxy\") and python_version >= \"3.10\" or extra == \"proxy\""
 files = [
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     {file = "gunicorn-23.0.0.tar.gz", hash = "sha256:f014447a0101dc57e294f6c18ca6b40227a4c90e9bdb586042628030cba004ec"},
@@ -1918,7 +1802,6 @@ version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
     {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
@@ -1930,7 +1813,6 @@ version = "4.1.0"
 description = "HTTP/2 State-Machine based protocol implementation"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["proxy-dev"]
 files = [
     {file = "h2-4.1.0-py3-none-any.whl", hash = "sha256:03a46bcf682256c95b5fd9e9a99c1323584c3eec6440d379b9903d709476bc6d"},
     {file = "h2-4.1.0.tar.gz", hash = "sha256:a83aca08fbe7aacb79fec788c9c0bac936343560ed9ec18b82a13a12c28d2abb"},
@@ -1942,21 +1824,19 @@ hyperframe = ">=6.0,<7"
 
 [[package]]
 name = "hf-xet"
-version = "1.1.5"
+version = "1.1.7"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""
 files = [
-    {file = "hf_xet-1.1.5-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:f52c2fa3635b8c37c7764d8796dfa72706cc4eded19d638331161e82b0792e23"},
-    {file = "hf_xet-1.1.5-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:9fa6e3ee5d61912c4a113e0708eaaef987047616465ac7aa30f7121a48fc1af8"},
-    {file = "hf_xet-1.1.5-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc874b5c843e642f45fd85cda1ce599e123308ad2901ead23d3510a47ff506d1"},
-    {file = "hf_xet-1.1.5-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:dbba1660e5d810bd0ea77c511a99e9242d920790d0e63c0e4673ed36c4022d18"},
-    {file = "hf_xet-1.1.5-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ab34c4c3104133c495785d5d8bba3b1efc99de52c02e759cf711a91fd39d3a14"},
-    {file = "hf_xet-1.1.5-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:83088ecea236d5113de478acb2339f92c95b4fb0462acaa30621fac02f5a534a"},
-    {file = "hf_xet-1.1.5-cp37-abi3-win_amd64.whl", hash = "sha256:73e167d9807d166596b4b2f0b585c6d5bd84a26dea32843665a8b58f6edba245"},
-    {file = "hf_xet-1.1.5.tar.gz", hash = "sha256:69ebbcfd9ec44fdc2af73441619eeb06b94ee34511bbcf57cd423820090f5694"},
+    {file = "hf_xet-1.1.7-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:60dae4b44d520819e54e216a2505685248ec0adbdb2dd4848b17aa85a0375cde"},
+    {file = "hf_xet-1.1.7-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:b109f4c11e01c057fc82004c9e51e6cdfe2cb230637644ade40c599739067b2e"},
+    {file = "hf_xet-1.1.7-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6efaaf1a5a9fc3a501d3e71e88a6bfebc69ee3a716d0e713a931c8b8d920038f"},
+    {file = "hf_xet-1.1.7-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:751571540f9c1fbad9afcf222a5fb96daf2384bf821317b8bfb0c59d86078513"},
+    {file = "hf_xet-1.1.7-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:18b61bbae92d56ae731b92087c44efcac216071182c603fc535f8e29ec4b09b8"},
+    {file = "hf_xet-1.1.7-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:713f2bff61b252f8523739969f247aa354ad8e6d869b8281e174e2ea1bb8d604"},
+    {file = "hf_xet-1.1.7-cp37-abi3-win_amd64.whl", hash = "sha256:2e356da7d284479ae0f1dea3cf5a2f74fdf925d6dca84ac4341930d892c7cb34"},
+    {file = "hf_xet-1.1.7.tar.gz", hash = "sha256:20cec8db4561338824a3b5f8c19774055b04a8df7fff0cb1ff2cb1a0c1607b80"},
 ]
 
 [package.extras]
@@ -1968,7 +1848,6 @@ version = "4.0.0"
 description = "Pure-Python HPACK header compression"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["proxy-dev"]
 files = [
     {file = "hpack-4.0.0-py3-none-any.whl", hash = "sha256:84a076fad3dc9a9f8063ccb8041ef100867b1878b25ef0ee63847a5d53818a6c"},
     {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
@@ -1980,7 +1859,6 @@ version = "1.0.9"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
     {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
@@ -2002,7 +1880,6 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
@@ -2015,7 +1892,7 @@ httpcore = "==1.*"
 idna = "*"
 
 [package.extras]
-brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli", "brotlicffi"]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
@@ -2027,8 +1904,6 @@ version = "0.4.1"
 description = "Consume Server-Sent Event (SSE) messages with HTTPX."
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"proxy\""
 files = [
     {file = "httpx_sse-0.4.1-py3-none-any.whl", hash = "sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37"},
     {file = "httpx_sse-0.4.1.tar.gz", hash = "sha256:8f44d34414bc7b21bf3602713005c5df4917884f76072479b21f68befa4ea26e"},
@@ -2036,14 +1911,13 @@ files = [
 
 [[package]]
 name = "huggingface-hub"
-version = "0.34.3"
+version = "0.34.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main"]
 files = [
-    {file = "huggingface_hub-0.34.3-py3-none-any.whl", hash = "sha256:5444550099e2d86e68b2898b09e85878fbd788fc2957b506c6a79ce060e39492"},
-    {file = "huggingface_hub-0.34.3.tar.gz", hash = "sha256:d58130fd5aa7408480681475491c0abd7e835442082fbc3ef4d45b6c39f83853"},
+    {file = "huggingface_hub-0.34.4-py3-none-any.whl", hash = "sha256:9b365d781739c93ff90c359844221beef048403f1bc1f1c123c191257c3c890a"},
+    {file = "huggingface_hub-0.34.4.tar.gz", hash = "sha256:a4228daa6fb001be3f4f4bdaf9a0db00e1739235702848df00885c9b5742c85c"},
 ]
 
 [package.dependencies]
@@ -2057,16 +1931,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "mypy (>=1.14.1,<1.15.0)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "mypy (>=1.14.1,<1.15.0)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
 hf-xet = ["hf-xet (>=1.1.2,<2.0.0)"]
 inference = ["aiohttp"]
 mcp = ["aiohttp", "mcp (>=1.8.0)", "typer"]
 oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"]
-quality = ["libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)"]
+quality = ["libcst (>=1.4.0)", "mypy (==1.15.0)", "mypy (>=1.14.1,<1.15.0)", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
 testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
@@ -2079,8 +1953,6 @@ version = "10.0"
 description = "Human friendly output for text interfaces using Python"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\""
 files = [
     {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
     {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
@@ -2095,7 +1967,6 @@ version = "0.15.0"
 description = "A ASGI Server based on Hyper libraries and inspired by Gunicorn"
 optional = false
 python-versions = ">=3.7"
-groups = ["proxy-dev"]
 files = [
     {file = "hypercorn-0.15.0-py3-none-any.whl", hash = "sha256:5008944999612fd188d7a1ca02e89d20065642b89503020ac392dfed11840730"},
     {file = "hypercorn-0.15.0.tar.gz", hash = "sha256:d517f68d5dc7afa9a9d50ecefb0f769f466ebe8c1c18d2c2f447a24e763c9a63"},
@@ -2113,7 +1984,7 @@ wsproto = ">=0.14.0"
 docs = ["pydata_sphinx_theme", "sphinxcontrib_mermaid"]
 h3 = ["aioquic (>=0.9.0,<1.0)"]
 trio = ["exceptiongroup (>=1.1.0)", "trio (>=0.22.0)"]
-uvloop = ["uvloop ; platform_system != \"Windows\""]
+uvloop = ["uvloop"]
 
 [[package]]
 name = "hyperframe"
@@ -2121,7 +1992,6 @@ version = "6.0.1"
 description = "HTTP/2 framing layer for Python"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["proxy-dev"]
 files = [
     {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"},
     {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"},
@@ -2133,7 +2003,6 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -2148,8 +2017,6 @@ version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -2161,7 +2028,6 @@ version = "6.11.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "importlib_metadata-6.11.0-py3-none-any.whl", hash = "sha256:f0afba6205ad8f8947c7d338b5342d5db2afbfd82f9cbef7879a9539cc12eb9b"},
     {file = "importlib_metadata-6.11.0.tar.gz", hash = "sha256:1231cf92d825c9e03cfc4da076a16de6422c863558229ea0b22b675657463443"},
@@ -2173,7 +2039,7 @@ zipp = ">=0.5"
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7) ; platform_python_implementation != \"PyPy\"", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\"", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [[package]]
 name = "importlib-resources"
@@ -2181,8 +2047,6 @@ version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version < \"3.9\""
 files = [
     {file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"},
     {file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"},
@@ -2192,7 +2056,7 @@ files = [
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
@@ -2205,7 +2069,6 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -2217,8 +2080,6 @@ version = "0.7.2"
 description = "An ISO 8601 date/time/duration parser and formatter"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"extra-proxy\" or extra == \"proxy\""
 files = [
     {file = "isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15"},
     {file = "isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6"},
@@ -2230,8 +2091,6 @@ version = "2.2.0"
 description = "Safely pass data to untrusted environments and back."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"},
     {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"},
@@ -2243,7 +2102,6 @@ version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
     {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
@@ -2261,7 +2119,6 @@ version = "0.9.1"
 description = "Fast iterable JSON parser."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "jiter-0.9.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:c0163baa7ee85860fdc14cc39263014500df901eeffdf94c1eab9a2d713b2a9d"},
     {file = "jiter-0.9.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:514d4dd845e0af4da15112502e6fcb952f0721f27f17e530454e379472b90c14"},
@@ -2347,8 +2204,6 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
@@ -2360,8 +2215,6 @@ version = "1.5.1"
 description = "Lightweight pipelining with Python functions"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "joblib-1.5.1-py3-none-any.whl", hash = "sha256:4719a31f054c7d766948dcd83e9613686b27114f190f717cec7eaa2084f8a74a"},
     {file = "joblib-1.5.1.tar.gz", hash = "sha256:f4f86e351f39fe3d0d32a9f2c3d8af1ee4cec285aafcb27003dda5205576b444"},
@@ -2373,7 +2226,6 @@ version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
     {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
@@ -2397,7 +2249,6 @@ version = "2023.12.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"},
     {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"},
@@ -2413,8 +2264,6 @@ version = "1.4.8"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = true
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88c6f252f6816a73b1f8c904f7bbe02fd67c09a69f7cb8a0eecdbf5ce78e63db"},
     {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c72941acb7b67138f35b879bbe85be0f6c6a70cab78fe3ef6db9c024d9223e5b"},
@@ -2504,7 +2353,6 @@ version = "2.54.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.8.1"
-groups = ["dev"]
 files = [
     {file = "langfuse-2.54.1-py3-none-any.whl", hash = "sha256:1f1261cf763886758c70e192133340ff296169cc0930cde725eee52d467eb661"},
     {file = "langfuse-2.54.1.tar.gz", hash = "sha256:7efc70799740ffa0ac7e04066e0596fb6433e8e501fc850c6a4e7967de6de8a7"},
@@ -2530,8 +2378,6 @@ version = "0.1.19"
 description = "Package for LiteLLM Enterprise features"
 optional = true
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "litellm_enterprise-0.1.19.tar.gz", hash = "sha256:a70794a9c66f069f6eb73b283639f783ac4138ec2684058a696e8d6210cdc4fa"},
 ]
@@ -2542,8 +2388,6 @@ version = "0.2.16"
 description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package."
 optional = true
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "litellm_proxy_extras-0.2.16.tar.gz", hash = "sha256:81a1e8a172feb7da86985f529e891ca7be66ba293ae3e716bf69b266fa776a04"},
 ]
@@ -2554,8 +2398,6 @@ version = "1.3.10"
 description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "mako-1.3.10-py3-none-any.whl", hash = "sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"},
     {file = "mako-1.3.10.tar.gz", hash = "sha256:99579a6f39583fa7e5630a28c3c1f440e4e97a414b80372649c0ce338da2ea28"},
@@ -2575,8 +2417,6 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -2601,7 +2441,6 @@ version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"},
     {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5"},
@@ -2671,8 +2510,6 @@ version = "3.10.5"
 description = "Python plotting package"
 optional = true
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "matplotlib-3.10.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:5d4773a6d1c106ca05cb5a5515d277a6bb96ed09e5c8fab6b7741b8fcaa62c8f"},
     {file = "matplotlib-3.10.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc88af74e7ba27de6cbe6faee916024ea35d895ed3d61ef6f58c4ce97da7185a"},
@@ -2751,7 +2588,6 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -2759,15 +2595,13 @@ files = [
 
 [[package]]
 name = "mcp"
-version = "1.12.3"
+version = "1.12.4"
 description = "Model Context Protocol SDK"
 optional = true
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"proxy\""
 files = [
-    {file = "mcp-1.12.3-py3-none-any.whl", hash = "sha256:5483345bf39033b858920a5b6348a303acacf45b23936972160ff152107b850e"},
-    {file = "mcp-1.12.3.tar.gz", hash = "sha256:ab2e05f5e5c13e1dc90a4a9ef23ac500a6121362a564447855ef0ab643a99fed"},
+    {file = "mcp-1.12.4-py3-none-any.whl", hash = "sha256:7aa884648969fab8e78b89399d59a683202972e12e6bc9a1c88ce7eda7743789"},
+    {file = "mcp-1.12.4.tar.gz", hash = "sha256:0765585e9a3a5916a3c3ab8659330e493adc7bd8b2ca6120c2d7a0c43e034ca5"},
 ]
 
 [package.dependencies]
@@ -2794,8 +2628,6 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2807,8 +2639,6 @@ version = "0.4.1"
 description = ""
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\""
 files = [
     {file = "ml_dtypes-0.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1fe8b5b5e70cd67211db94b05cfd58dace592f24489b038dc6f9fe347d2e07d5"},
     {file = "ml_dtypes-0.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8c09a6d11d8475c2a9fd2bc0695628aec105f97cab3b3a3fb7c9660348ff7d24"},
@@ -2831,10 +2661,10 @@ files = [
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.23.3", markers = "python_version >= \"3.11\""},
-    {version = ">1.20"},
-    {version = ">=1.21.2", markers = "python_version >= \"3.10\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+    {version = ">1.20", markers = "python_version < \"3.10\""},
+    {version = ">=1.23.3", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
+    {version = ">=1.21.2", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
 ]
 
 [package.extras]
@@ -2842,15 +2672,13 @@ dev = ["absl-py", "pyink", "pylint (>=2.6.0)", "pytest", "pytest-xdist"]
 
 [[package]]
 name = "mlflow"
-version = "3.2.0rc0"
+version = "3.2.0"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 optional = true
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
-    {file = "mlflow-3.2.0rc0-py3-none-any.whl", hash = "sha256:c6b8bf6cf03ff292885cbb01f0c30cb8e80a8f21af96eb9ba0030ed8a8b7ee59"},
-    {file = "mlflow-3.2.0rc0.tar.gz", hash = "sha256:5e6b3499a8e1b331c7806c64c5e1e44cdb8640e4d438be450cf8f82baca48c42"},
+    {file = "mlflow-3.2.0-py3-none-any.whl", hash = "sha256:db97b925cc8afba15caf3749dcb4a95be83f9608e974f23253fbbc1d675247ea"},
+    {file = "mlflow-3.2.0.tar.gz", hash = "sha256:e96bd42238ea8b477691c8a8f6e8bdbf9247415ad7892e6e885994c6940bcf74"},
 ]
 
 [package.dependencies]
@@ -2860,8 +2688,8 @@ Flask = "<4"
 graphene = "<4"
 gunicorn = {version = "<24", markers = "platform_system != \"Windows\""}
 matplotlib = "<4"
-mlflow-skinny = "3.2.0rc0"
-mlflow-tracing = "3.2.0rc0"
+mlflow-skinny = "3.2.0"
+mlflow-tracing = "3.2.0"
 numpy = "<3"
 pandas = "<3"
 pyarrow = ">=4.0.0,<22"
@@ -2885,15 +2713,13 @@ xethub = ["mlflow-xethub"]
 
 [[package]]
 name = "mlflow-skinny"
-version = "3.2.0rc0"
+version = "3.2.0"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 optional = true
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
-    {file = "mlflow_skinny-3.2.0rc0-py3-none-any.whl", hash = "sha256:eb832fbc5232c9917f61c4d51ba6f6294b475e48e7dc747b98d0f55b701cc198"},
-    {file = "mlflow_skinny-3.2.0rc0.tar.gz", hash = "sha256:1321228d91a01a4fbdfb17083f51b7d475934da4df7fe3637523b6d7949a81e5"},
+    {file = "mlflow_skinny-3.2.0-py3-none-any.whl", hash = "sha256:ec33a6fc164973e3b4d208e4ab8bec118ea93ff890ffbd08817b66468235ed71"},
+    {file = "mlflow_skinny-3.2.0.tar.gz", hash = "sha256:b359ec082a0a966e4e8e80f03d850da7fa677ebe57e67b1c0877029e5eeee443"},
 ]
 
 [package.dependencies]
@@ -2930,15 +2756,13 @@ xethub = ["mlflow-xethub"]
 
 [[package]]
 name = "mlflow-tracing"
-version = "3.2.0rc0"
+version = "3.2.0"
 description = "MLflow Tracing SDK is an open-source, lightweight Python package that only includes the minimum set of dependencies and functionality to instrument your code/models/agents with MLflow Tracing."
 optional = true
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
-    {file = "mlflow_tracing-3.2.0rc0-py3-none-any.whl", hash = "sha256:4bb5e24e1bee4d16037c985710bf2b5b0589e6e77aef36ca7f96279f4cb6ed46"},
-    {file = "mlflow_tracing-3.2.0rc0.tar.gz", hash = "sha256:30b487ef6443bffa2f24a0c53e81283d05347c587742efa89c499bbbe049d2d4"},
+    {file = "mlflow_tracing-3.2.0-py3-none-any.whl", hash = "sha256:4180d48b6b68a70b3e37987def3b0689d3f4ba722f5d2b98344c3717d2289b99"},
+    {file = "mlflow_tracing-3.2.0.tar.gz", hash = "sha256:6f3dd940752ca28871b09880e9426d1293460822faa8706b33af1d50c29a0355"},
 ]
 
 [package.dependencies]
@@ -2956,7 +2780,6 @@ version = "1.33.0"
 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "msal-1.33.0-py3-none-any.whl", hash = "sha256:c0cd41cecf8eaed733ee7e3be9e040291eba53b0f262d3ae9c58f38b04244273"},
     {file = "msal-1.33.0.tar.gz", hash = "sha256:836ad80faa3e25a7d71015c990ce61f704a87328b1e73bcbb0623a18cbf17510"},
@@ -2968,7 +2791,7 @@ PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
 requests = ">=2.0.0,<3"
 
 [package.extras]
-broker = ["pymsalruntime (>=0.14,<0.19) ; python_version >= \"3.6\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.19) ; python_version >= \"3.8\" and platform_system == \"Darwin\"", "pymsalruntime (>=0.18,<0.19) ; python_version >= \"3.8\" and platform_system == \"Linux\""]
+broker = ["pymsalruntime (>=0.14,<0.19)", "pymsalruntime (>=0.17,<0.19)", "pymsalruntime (>=0.18,<0.19)"]
 
 [[package]]
 name = "msal-extensions"
@@ -2976,7 +2799,6 @@ version = "1.3.0"
 description = "Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "msal_extensions-1.3.0-py3-none-any.whl", hash = "sha256:105328ddcbdd342016c9949d8f89e3917554740c8ab26669c0fa0e069e730a0e"},
     {file = "msal_extensions-1.3.0.tar.gz", hash = "sha256:96918996642b38c78cd59b55efa0f06fd1373c90e0949be8615697c048fba62c"},
@@ -2994,7 +2816,6 @@ version = "6.1.0"
 description = "multidict implementation"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"},
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"},
@@ -3099,7 +2920,6 @@ version = "1.14.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "mypy-1.14.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:52686e37cf13d559f668aa398dd7ddf1f92c5d613e4f8cb262be2fb4fedb0fcb"},
     {file = "mypy-1.14.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1fb545ca340537d4b45d3eecdb3def05e913299ca72c290326be19b3804b39c0"},
@@ -3159,7 +2979,6 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -3171,7 +2990,6 @@ version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
     {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
@@ -3183,8 +3001,6 @@ version = "1.26.4"
 description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and (python_version >= \"3.10\" or extra == \"extra-proxy\" or extra == \"semantic-router\") and (python_version < \"3.14\" or extra == \"semantic-router\" or extra == \"mlflow\") and (extra == \"extra-proxy\" or extra == \"semantic-router\" or extra == \"mlflow\")"
 files = [
     {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"},
     {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"},
@@ -3230,8 +3046,6 @@ version = "1.7.0"
 description = "Sphinx extension to support docstrings in Numpy format"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "numpydoc-1.7.0-py3-none-any.whl", hash = "sha256:5a56419d931310d79a06cfc2a126d1558700feeb9b4f3d8dcae1a8134be829c9"},
     {file = "numpydoc-1.7.0.tar.gz", hash = "sha256:866e5ae5b6509dcf873fc6381120f5c31acf13b135636c1a81d68c166a95f921"},
@@ -3243,7 +3057,7 @@ tabulate = ">=0.8.10"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-developer = ["pre-commit (>=3.3)", "tomli ; python_version < \"3.11\""]
+developer = ["pre-commit (>=3.3)", "tomli"]
 doc = ["matplotlib (>=3.5)", "numpy (>=1.22)", "pydata-sphinx-theme (>=0.13.3)", "sphinx (>=7)"]
 test = ["matplotlib", "pytest", "pytest-cov"]
 
@@ -3253,8 +3067,6 @@ version = "3.3.1"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "oauthlib-3.3.1-py3-none-any.whl", hash = "sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1"},
     {file = "oauthlib-3.3.1.tar.gz", hash = "sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9"},
@@ -3271,7 +3083,6 @@ version = "1.99.5"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "openai-1.99.5-py3-none-any.whl", hash = "sha256:4e870f9501b7c36132e2be13313ce3c4d6915a837e7a299c483aab6a6d4412e9"},
     {file = "openai-1.99.5.tar.gz", hash = "sha256:aa97ac3326cac7949c5e4ac0274c454c1d19c939760107ae0d3948fc26a924ca"},
@@ -3299,12 +3110,10 @@ version = "1.25.0"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "opentelemetry_api-1.25.0-py3-none-any.whl", hash = "sha256:757fa1aa020a0f8fa139f8959e53dec2051cc26b832e76fa839a6d76ecefd737"},
     {file = "opentelemetry_api-1.25.0.tar.gz", hash = "sha256:77c4985f62f2614e42ce77ee4c9da5fa5f0bc1e1821085e9a47533a9323ae869"},
 ]
-markers = {main = "python_version >= \"3.10\""}
 
 [package.dependencies]
 deprecated = ">=1.2.6"
@@ -3316,7 +3125,6 @@ version = "1.25.0"
 description = "OpenTelemetry Collector Exporters"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "proxy-dev"]
 files = [
     {file = "opentelemetry_exporter_otlp-1.25.0-py3-none-any.whl", hash = "sha256:d67a831757014a3bc3174e4cd629ae1493b7ba8d189e8a007003cacb9f1a6b60"},
     {file = "opentelemetry_exporter_otlp-1.25.0.tar.gz", hash = "sha256:ce03199c1680a845f82e12c0a6a8f61036048c07ec7a0bd943142aca8fa6ced0"},
@@ -3332,7 +3140,6 @@ version = "1.25.0"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "proxy-dev"]
 files = [
     {file = "opentelemetry_exporter_otlp_proto_common-1.25.0-py3-none-any.whl", hash = "sha256:15637b7d580c2675f70246563363775b4e6de947871e01d0f4e3881d1848d693"},
     {file = "opentelemetry_exporter_otlp_proto_common-1.25.0.tar.gz", hash = "sha256:c93f4e30da4eee02bacd1e004eb82ce4da143a2f8e15b987a9f603e0a85407d3"},
@@ -3347,7 +3154,6 @@ version = "1.25.0"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "proxy-dev"]
 files = [
     {file = "opentelemetry_exporter_otlp_proto_grpc-1.25.0-py3-none-any.whl", hash = "sha256:3131028f0c0a155a64c430ca600fd658e8e37043cb13209f0109db5c1a3e4eb4"},
     {file = "opentelemetry_exporter_otlp_proto_grpc-1.25.0.tar.gz", hash = "sha256:c0b1661415acec5af87625587efa1ccab68b873745ca0ee96b69bb1042087eac"},
@@ -3368,7 +3174,6 @@ version = "1.25.0"
 description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "proxy-dev"]
 files = [
     {file = "opentelemetry_exporter_otlp_proto_http-1.25.0-py3-none-any.whl", hash = "sha256:2eca686ee11b27acd28198b3ea5e5863a53d1266b91cda47c839d95d5e0541a6"},
     {file = "opentelemetry_exporter_otlp_proto_http-1.25.0.tar.gz", hash = "sha256:9f8723859e37c75183ea7afa73a3542f01d0fd274a5b97487ea24cb683d7d684"},
@@ -3389,7 +3194,6 @@ version = "1.25.0"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "proxy-dev"]
 files = [
     {file = "opentelemetry_proto-1.25.0-py3-none-any.whl", hash = "sha256:f07e3341c78d835d9b86665903b199893befa5e98866f63d22b00d0b7ca4972f"},
     {file = "opentelemetry_proto-1.25.0.tar.gz", hash = "sha256:35b6ef9dc4a9f7853ecc5006738ad40443701e52c26099e197895cbda8b815a3"},
@@ -3404,12 +3208,10 @@ version = "1.25.0"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "opentelemetry_sdk-1.25.0-py3-none-any.whl", hash = "sha256:d97ff7ec4b351692e9d5a15af570c693b8715ad78b8aafbec5c7100fe966b4c9"},
     {file = "opentelemetry_sdk-1.25.0.tar.gz", hash = "sha256:ce7fc319c57707ef5bf8b74fb9f8ebdb8bfafbe11898410e0d2a761d08a98ec7"},
 ]
-markers = {main = "python_version >= \"3.10\""}
 
 [package.dependencies]
 opentelemetry-api = "1.25.0"
@@ -3422,12 +3224,10 @@ version = "0.46b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "opentelemetry_semantic_conventions-0.46b0-py3-none-any.whl", hash = "sha256:6daef4ef9fa51d51855d9f8e0ccd3a1bd59e0e545abe99ac6203804e36ab3e07"},
     {file = "opentelemetry_semantic_conventions-0.46b0.tar.gz", hash = "sha256:fbc982ecbb6a6e90869b15c1673be90bd18c8a56ff1cffc0864e38e2edffaefa"},
 ]
-markers = {main = "python_version >= \"3.10\""}
 
 [package.dependencies]
 opentelemetry-api = "1.25.0"
@@ -3438,8 +3238,6 @@ version = "3.10.15"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "orjson-3.10.15-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:552c883d03ad185f720d0c09583ebde257e41b9521b74ff40e08b7dec4559c04"},
     {file = "orjson-3.10.15-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:616e3e8d438d02e4854f70bfdc03a6bcdb697358dbaa6bcd19cbe24d24ece1f8"},
@@ -3528,7 +3326,6 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
@@ -3540,8 +3337,6 @@ version = "2.3.1"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "pandas-2.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:22c2e866f7209ebc3a8f08d75766566aae02bcc91d196935a1d9e59c7b990ac9"},
     {file = "pandas-2.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3583d348546201aff730c8c47e49bc159833f971c2899d6097bce68b9112a4f1"},
@@ -3589,9 +3384,9 @@ files = [
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
-    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -3628,7 +3423,6 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
 files = [
     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
@@ -3640,8 +3434,6 @@ version = "11.3.0"
 description = "Python Imaging Library (Fork)"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "pillow-11.3.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:1b9c17fd4ace828b3003dfd1e30bff24863e0eb59b535e8f80194d9cc7ecf860"},
     {file = "pillow-11.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:65dc69160114cdd0ca0f35cb434633c75e8e7fad4cf855177a05bf38678f73ad"},
@@ -3757,7 +3549,7 @@ fpx = ["olefile"]
 mic = ["olefile"]
 test-arrow = ["pyarrow"]
 tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "trove-classifiers (>=2024.10.12)"]
-typing = ["typing-extensions ; python_version < \"3.10\""]
+typing = ["typing-extensions"]
 xmp = ["defusedxml"]
 
 [[package]]
@@ -3766,8 +3558,6 @@ version = "1.3.10"
 description = "Resolve a name to an object."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
-markers = "python_version < \"3.9\""
 files = [
     {file = "pkgutil_resolve_name-1.3.10-py3-none-any.whl", hash = "sha256:ca27cc078d25c5ad71a9de0a7a330146c4e014c2462d9af19c6b828280649c5e"},
     {file = "pkgutil_resolve_name-1.3.10.tar.gz", hash = "sha256:357d6c9e6a755653cfd78893817c0853af365dd51ec97f3d358a819373bbd174"},
@@ -3779,7 +3569,6 @@ version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
 files = [
     {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
     {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
@@ -3796,7 +3585,6 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -3808,20 +3596,18 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "polars"
-version = "1.32.0"
+version = "1.32.2"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"proxy\""
 files = [
-    {file = "polars-1.32.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:94f7c6a3b30bc99bc6b682ea42bb1ae983e33a302ca21aacbac50ae19e34fcf2"},
-    {file = "polars-1.32.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:8bf14c16164839e62c741a863942a94a9a463db21e797452fca996c8afaf8827"},
-    {file = "polars-1.32.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f4c15adb97d44766d30c759f5cebbdb64d361e8349ef10b5afc7413f71bf4b72"},
-    {file = "polars-1.32.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:13af55890734f89b76016a395fb2e7460e7d9feecf50ed2f55cf0f05a1c0c991"},
-    {file = "polars-1.32.0-cp39-abi3-win_amd64.whl", hash = "sha256:0397fc2501a5d5f1bb3fe8d27e0c26c7a5349b4110157c0fb7833cd3f5921c9e"},
-    {file = "polars-1.32.0-cp39-abi3-win_arm64.whl", hash = "sha256:dd84e24422509e1ec9be46f67f758d0bd9944d1ae4eacecee4f53adaa8ecd822"},
-    {file = "polars-1.32.0.tar.gz", hash = "sha256:b01045981c0f23eeccfbfc870b782f93e73b74b29212fdfc8aae0be9024bc1fb"},
+    {file = "polars-1.32.2-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:f21da6a5210898ec800b7e9e667fb53eb9161b7ceb812ee6555ff5661a00e517"},
+    {file = "polars-1.32.2-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:d3f4e061312ef6c2a907378ce407a6132734fe1a13f261a1984a1a9ca2f6febc"},
+    {file = "polars-1.32.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a711a750cfc19f1f883d2b46895dd698abf4d446ca41c3bf510ced0ff1178057"},
+    {file = "polars-1.32.2-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:d1c53a828eedc215fb0dabc7cef02c6f4ad042157512ddb99840fd42b8da1e8a"},
+    {file = "polars-1.32.2-cp39-abi3-win_amd64.whl", hash = "sha256:5e1660a584e89e1d60cd89984feca38a695e491a966581fefe8be99c230ea154"},
+    {file = "polars-1.32.2-cp39-abi3-win_arm64.whl", hash = "sha256:cd390364f6f3927474bd0aed255103195b9d2b3eef0f0c5bb429db5e6311615e"},
+    {file = "polars-1.32.2.tar.gz", hash = "sha256:b4c5cefc7cf7a2461f8800cf2c09976c47cb1fd959c6ef3024d5618b497f05d3"},
 ]
 
 [package.extras]
@@ -3847,7 +3633,7 @@ pyarrow = ["pyarrow (>=7.0.0)"]
 pydantic = ["pydantic"]
 sqlalchemy = ["polars[pandas]", "sqlalchemy"]
 style = ["great-tables (>=0.8.0)"]
-timezone = ["tzdata ; platform_system == \"Windows\""]
+timezone = ["tzdata"]
 xlsx2csv = ["xlsx2csv (>=0.8.0)"]
 xlsxwriter = ["xlsxwriter"]
 
@@ -3857,7 +3643,6 @@ version = "2.0.0"
 description = "A pure-Python implementation of the HTTP/2 priority tree"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["proxy-dev"]
 files = [
     {file = "priority-2.0.0-py3-none-any.whl", hash = "sha256:6f8eefce5f3ad59baf2c080a664037bb4725cd0a790d53d59ab4059288faf6aa"},
     {file = "priority-2.0.0.tar.gz", hash = "sha256:c965d54f1b8d0d0b19479db3924c7c36cf672dbf2aec92d43fbdaf4492ba18c0"},
@@ -3869,7 +3654,6 @@ version = "0.11.0"
 description = "Prisma Client Python is an auto-generated and fully type-safe database client"
 optional = false
 python-versions = ">=3.7.0"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "prisma-0.11.0-py3-none-any.whl", hash = "sha256:22bb869e59a2968b99f3483bb417717273ffbc569fd1e9ceed95e5614cbaf53a"},
     {file = "prisma-0.11.0.tar.gz", hash = "sha256:3f2f2fd2361e1ec5ff655f2a04c7860c2f2a5bc4c91f78ca9c5c6349735bf693"},
@@ -3895,7 +3679,6 @@ version = "0.20.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.8"
-groups = ["proxy-dev"]
 files = [
     {file = "prometheus_client-0.20.0-py3-none-any.whl", hash = "sha256:cde524a85bce83ca359cc837f28b8c0db5cac7aa653a588fd7e84ba061c329e7"},
     {file = "prometheus_client-0.20.0.tar.gz", hash = "sha256:287629d00b147a32dcb2be0b9df905da599b2d82f80377083ec8463309a4bb89"},
@@ -3910,7 +3693,6 @@ version = "0.2.0"
 description = "Accelerated property cache"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "propcache-0.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:c5869b8fd70b81835a6f187c5fdbe67917a04d7e52b6e7cc4e5fe39d55c39d58"},
     {file = "propcache-0.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:952e0d9d07609d9c5be361f33b0d6d650cd2bae393aabb11d9b719364521984b"},
@@ -4018,8 +3800,6 @@ version = "1.26.1"
 description = "Beautiful, Pythonic protocol buffers"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"extra-proxy\""
 files = [
     {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"},
     {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"},
@@ -4037,7 +3817,6 @@ version = "4.25.8"
 description = ""
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "protobuf-4.25.8-cp310-abi3-win32.whl", hash = "sha256:504435d831565f7cfac9f0714440028907f1975e4bed228e58e72ecfff58a1e0"},
     {file = "protobuf-4.25.8-cp310-abi3-win_amd64.whl", hash = "sha256:bd551eb1fe1d7e92c1af1d75bdfa572eff1ab0e5bf1736716814cdccdb2360f9"},
@@ -4051,7 +3830,6 @@ files = [
     {file = "protobuf-4.25.8-py3-none-any.whl", hash = "sha256:15a0af558aa3b13efef102ae6e4f3efac06f1eea11afb3a57db2901447d9fb59"},
     {file = "protobuf-4.25.8.tar.gz", hash = "sha256:6135cf8affe1fc6f76cced2641e4ea8d3e59518d1f24ae41ba97bcad82d397cd"},
 ]
-markers = {main = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"extra-proxy\") or extra == \"extra-proxy\""}
 
 [[package]]
 name = "pyarrow"
@@ -4059,8 +3837,6 @@ version = "21.0.0"
 description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "pyarrow-21.0.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:e563271e2c5ff4d4a4cbeb2c83d5cf0d4938b891518e676025f7268c6fe5fe26"},
     {file = "pyarrow-21.0.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:fee33b0ca46f4c85443d6c450357101e47d53e6c3f008d658c27a2d020d44c79"},
@@ -4116,8 +3892,6 @@ version = "0.6.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"extra-proxy\") or extra == \"extra-proxy\""
 files = [
     {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
     {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
@@ -4129,8 +3903,6 @@ version = "0.4.2"
 description = "A collection of ASN.1-based protocols modules"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"extra-proxy\") or extra == \"extra-proxy\""
 files = [
     {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"},
     {file = "pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6"},
@@ -4145,7 +3917,6 @@ version = "2.11.1"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "pycodestyle-2.11.1-py2.py3-none-any.whl", hash = "sha256:44fe31000b2d866f2e41841b18528a505fbd7fef9017b04eff4e2648a0fadc67"},
     {file = "pycodestyle-2.11.1.tar.gz", hash = "sha256:41ba0e7afc9752dfb53ced5489e89f8186be00e599e712660695b7a75ff2663f"},
@@ -4157,12 +3928,10 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
-markers = {main = "platform_python_implementation != \"PyPy\" or extra == \"proxy\"", dev = "platform_python_implementation != \"PyPy\"", proxy-dev = "platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "pydantic"
@@ -4170,7 +3939,6 @@ version = "2.10.6"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "pydantic-2.10.6-py3-none-any.whl", hash = "sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584"},
     {file = "pydantic-2.10.6.tar.gz", hash = "sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236"},
@@ -4184,7 +3952,7 @@ typing-extensions = ">=4.12.2"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
+timezone = ["tzdata"]
 
 [[package]]
 name = "pydantic-core"
@@ -4192,7 +3960,6 @@ version = "2.27.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa"},
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c"},
@@ -4305,8 +4072,6 @@ version = "2.10.1"
 description = "Settings management using Pydantic"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"proxy\""
 files = [
     {file = "pydantic_settings-2.10.1-py3-none-any.whl", hash = "sha256:a60952460b99cf661dc25c29c0ef171721f98bfcb52ef8d9ea4c943d7c8cc796"},
     {file = "pydantic_settings-2.10.1.tar.gz", hash = "sha256:06f0062169818d0f5524420a360d632d5857b83cffd4d42fe29597807a1614ee"},
@@ -4330,7 +4095,6 @@ version = "3.1.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "pyflakes-3.1.0-py2.py3-none-any.whl", hash = "sha256:4132f6d49cb4dae6819e5379898f2b8cce3c5f23994194c24b77d5da2e36f774"},
     {file = "pyflakes-3.1.0.tar.gz", hash = "sha256:a0aae034c444db0071aa077972ba4768d40c830d9539fd45bf4cd3f8f6992efc"},
@@ -4342,8 +4106,6 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"utils\" or extra == \"proxy\""
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -4358,7 +4120,6 @@ version = "2.9.0"
 description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "PyJWT-2.9.0-py3-none-any.whl", hash = "sha256:3b02fb0f44517787776cf48f2ae25d8e14f300e6d7545a4315cee571a415e850"},
     {file = "pyjwt-2.9.0.tar.gz", hash = "sha256:7e1e5b56cc735432a7369cbfa0efe50fa113ebecdc04ae6922deba8b84582d0c"},
@@ -4379,8 +4140,6 @@ version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
 optional = true
 python-versions = ">=3.6"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"},
     {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"},
@@ -4407,8 +4166,6 @@ version = "3.2.3"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "pyparsing-3.2.3-py3-none-any.whl", hash = "sha256:a749938e02d6fd0b59b356ca504a24982314bb090c383e3cf201c95ef7e2bfcf"},
     {file = "pyparsing-3.2.3.tar.gz", hash = "sha256:b9c13f1ab8b3b542f72e28f634bad4de758ab3ce4546e4301970ad6fa77c38be"},
@@ -4423,8 +4180,6 @@ version = "3.5.4"
 description = "A python implementation of GNU readline."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and sys_platform == \"win32\" and extra == \"extra-proxy\" and python_version < \"3.14\""
 files = [
     {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"},
     {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"},
@@ -4439,7 +4194,6 @@ version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
 files = [
     {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
     {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
@@ -4462,7 +4216,6 @@ version = "0.21.2"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
 files = [
     {file = "pytest_asyncio-0.21.2-py3-none-any.whl", hash = "sha256:ab664c88bb7998f711d8039cacd4884da6430886ae8bbd4eded552ed2004f16b"},
     {file = "pytest_asyncio-0.21.2.tar.gz", hash = "sha256:d67738fc232b94b326b9d060750beb16e0074210b98dd8b58a5239fa2a154f45"},
@@ -4481,7 +4234,6 @@ version = "3.14.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "pytest_mock-3.14.1-py3-none-any.whl", hash = "sha256:178aefcd11307d874b4cd3100344e7e2d888d9791a6a1d9bfe90fbc1b74fd1d0"},
     {file = "pytest_mock-3.14.1.tar.gz", hash = "sha256:159e9edac4c451ce77a5cdb9fc5d1100708d2dd4ba3c3df572f14097351af80e"},
@@ -4499,8 +4251,6 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"proxy\") or extra == \"proxy\""
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -4515,7 +4265,6 @@ version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
     {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
@@ -4530,8 +4279,6 @@ version = "0.0.18"
 description = "A streaming multipart parser for Python"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "python_multipart-0.0.18-py3-none-any.whl", hash = "sha256:efe91480f485f6a361427a541db4796f9e1591afc0fb8e7a4ba06bfbc6708996"},
     {file = "python_multipart-0.0.18.tar.gz", hash = "sha256:7a68db60c8bfb82e460637fa4750727b45af1d5e2ed215593f917f64694d34fe"},
@@ -4543,8 +4290,6 @@ version = "3.0.0"
 description = "Universally unique lexicographically sortable identifier"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\""
 files = [
     {file = "python_ulid-3.0.0-py3-none-any.whl", hash = "sha256:e4c4942ff50dbd79167ad01ac725ec58f924b4018025ce22c858bfcff99a5e31"},
     {file = "python_ulid-3.0.0.tar.gz", hash = "sha256:e50296a47dc8209d28629a22fc81ca26c00982c78934bd7766377ba37ea49a9f"},
@@ -4559,8 +4304,6 @@ version = "2025.2"
 description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\" or python_version < \"3.9\" and extra == \"utils\""
 files = [
     {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
     {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@@ -4572,8 +4315,6 @@ version = "311"
 description = "Python for Window Extensions"
 optional = true
 python-versions = "*"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and sys_platform == \"win32\" and (extra == \"proxy\" or extra == \"mlflow\")"
 files = [
     {file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"},
     {file = "pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b"},
@@ -4603,7 +4344,6 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -4666,8 +4406,6 @@ version = "5.3.1"
 description = "Python client for Redis database and key-value store"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and (extra == \"extra-proxy\" or extra == \"proxy\") and python_version < \"3.14\" or extra == \"proxy\""
 files = [
     {file = "redis-5.3.1-py3-none-any.whl", hash = "sha256:dc1909bd24669cc31b5f67a039700b16ec30571096c5f1f0d9d2324bff31af97"},
     {file = "redis-5.3.1.tar.gz", hash = "sha256:ca49577a531ea64039b5a36db3d6cd1a0c7a60c34124d46924a45b956e8cf14c"},
@@ -4687,8 +4425,6 @@ version = "0.4.1"
 description = "Python client library and CLI for using Redis as a vector database"
 optional = true
 python-versions = "<3.14,>=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\""
 files = [
     {file = "redisvl-0.4.1-py3-none-any.whl", hash = "sha256:6db5d5bc95b1fe8032a1cdae74ce1c65bc7fe9054e5429b5d34d5a91d28bae5f"},
     {file = "redisvl-0.4.1.tar.gz", hash = "sha256:fd6a36426ba94792c0efca20915c31232d4ee3cc58eb23794a62c142696401e6"},
@@ -4698,8 +4434,8 @@ files = [
 coloredlogs = ">=15.0,<16.0"
 ml-dtypes = ">=0.4.0,<0.5.0"
 numpy = [
-    {version = ">=1,<2", markers = "python_version < \"3.12\""},
     {version = ">=1.26.0,<3", markers = "python_version >= \"3.12\""},
+    {version = ">=1,<2", markers = "python_version < \"3.12\""},
 ]
 pydantic = ">=2,<3"
 python-ulid = ">=3.0.0,<4.0.0"
@@ -4713,7 +4449,7 @@ bedrock = ["boto3[bedrock] (>=1.36.0,<2.0.0)"]
 cohere = ["cohere (>=4.44)"]
 mistralai = ["mistralai (>=1.0.0)"]
 openai = ["openai (>=1.13.0,<2.0.0)"]
-sentence-transformers = ["scipy (<1.15) ; python_version < \"3.10\"", "scipy (>=1.15,<2.0) ; python_version >= \"3.10\"", "sentence-transformers (>=3.4.0,<4.0.0)"]
+sentence-transformers = ["scipy (<1.15)", "scipy (>=1.15,<2.0)", "sentence-transformers (>=3.4.0,<4.0.0)"]
 vertexai = ["google-cloud-aiplatform (>=1.26,<2.0)", "protobuf (>=5.29.1,<6.0.0)"]
 voyageai = ["voyageai (>=0.2.2)"]
 
@@ -4723,7 +4459,6 @@ version = "0.35.1"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "referencing-0.35.1-py3-none-any.whl", hash = "sha256:eda6d3234d62814d1c64e305c1331c9a3a6132da475ab6382eaa997b21ee75de"},
     {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"},
@@ -4739,7 +4474,6 @@ version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ff590880083d60acc0433f9c3f713c51f7ac6ebb9adf889c79a261ecf541aa91"},
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:658f90550f38270639e83ce492f27d2c8d2cd63805c65a13a14d36ca126753f0"},
@@ -4843,7 +4577,6 @@ version = "2.31.0"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"},
     {file = "requests-2.31.0.tar.gz", hash = "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"},
@@ -4865,7 +4598,6 @@ version = "1.12.1"
 description = "Mock out responses from the requests package"
 optional = false
 python-versions = ">=3.5"
-groups = ["dev"]
 files = [
     {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
     {file = "requests_mock-1.12.1-py2.py3-none-any.whl", hash = "sha256:b1e37054004cdd5e56c84454cc7df12b25f90f382159087f4b6915aaeef39563"},
@@ -4883,8 +4615,6 @@ version = "0.8.0"
 description = "Resend Python SDK"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"extra-proxy\""
 files = [
     {file = "resend-0.8.0-py2.py3-none-any.whl", hash = "sha256:adc1515dadf4f4fc6b90db55a237f0f37fc56fd74287a986519a8a187fdb661d"},
     {file = "resend-0.8.0.tar.gz", hash = "sha256:94142394701724dbcfcd8f760f675c662a1025013e741dd7cc773ca885526257"},
@@ -4899,7 +4629,6 @@ version = "0.25.7"
 description = "A utility library for mocking out the `requests` Python library."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "responses-0.25.7-py3-none-any.whl", hash = "sha256:92ca17416c90fe6b35921f52179bff29332076bb32694c0df02dcac2c6bc043c"},
     {file = "responses-0.25.7.tar.gz", hash = "sha256:8ebae11405d7a5df79ab6fd54277f6f2bc29b2d002d0dd2d5c632594d1ddcedb"},
@@ -4911,7 +4640,7 @@ requests = ">=2.30.0,<3.0"
 urllib3 = ">=1.25.10,<3.0"
 
 [package.extras]
-tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli ; python_version < \"3.11\"", "tomli-w", "types-PyYAML", "types-requests"]
+tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli", "tomli-w", "types-PyYAML", "types-requests"]
 
 [[package]]
 name = "respx"
@@ -4919,7 +4648,6 @@ version = "0.22.0"
 description = "A utility for mocking out the Python HTTPX and HTTP Core libraries."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "respx-0.22.0-py2.py3-none-any.whl", hash = "sha256:631128d4c9aba15e56903fb5f66fb1eff412ce28dd387ca3a81339e52dbd3ad0"},
     {file = "respx-0.22.0.tar.gz", hash = "sha256:3c8924caa2a50bd71aefc07aa812f2466ff489f1848c96e954a5362d17095d91"},
@@ -4934,8 +4662,6 @@ version = "13.7.1"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = true
 python-versions = ">=3.7.0"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "rich-13.7.1-py3-none-any.whl", hash = "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222"},
     {file = "rich-13.7.1.tar.gz", hash = "sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432"},
@@ -4955,7 +4681,6 @@ version = "0.20.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "rpds_py-0.20.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:a649dfd735fff086e8a9d0503a9f0c7d01b7912a333c7ae77e1515c08c146dad"},
     {file = "rpds_py-0.20.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f16bc1334853e91ddaaa1217045dd7be166170beec337576818461268a3de67f"},
@@ -5068,8 +4793,6 @@ version = "2.3.3"
 description = "RQ is a simple, lightweight, library for creating background jobs, and processing them."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "rq-2.3.3-py3-none-any.whl", hash = "sha256:2202c4409c4c527ac4bee409867d6c02515dd110030499eb0de54c7374aee0ce"},
     {file = "rq-2.3.3.tar.gz", hash = "sha256:20c41c977b6f27c852a41bd855893717402bae7b8d9607dca21fe9dd55453e22"},
@@ -5085,8 +4808,6 @@ version = "4.9.1"
 description = "Pure-Python RSA implementation"
 optional = true
 python-versions = "<4,>=3.6"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"extra-proxy\") or extra == \"extra-proxy\""
 files = [
     {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"},
     {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"},
@@ -5101,7 +4822,6 @@ version = "0.1.15"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
 files = [
     {file = "ruff-0.1.15-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:5fe8d54df166ecc24106db7dd6a68d44852d14eb0729ea4672bb4d96c320b7df"},
     {file = "ruff-0.1.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:6f0bfbb53c4b4de117ac4d6ddfd33aa5fc31beeaa21d23c45c6dd249faf9126f"},
@@ -5128,8 +4848,6 @@ version = "0.10.4"
 description = "An Amazon S3 Transfer Manager"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "s3transfer-0.10.4-py3-none-any.whl", hash = "sha256:244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e"},
     {file = "s3transfer-0.10.4.tar.gz", hash = "sha256:29edc09801743c21eb5ecbc617a152df41d3c287f67b615f73e5f750583666a7"},
@@ -5147,8 +4865,6 @@ version = "1.7.1"
 description = "A set of python modules for machine learning and data mining"
 optional = true
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "scikit_learn-1.7.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:406204dd4004f0517f0b23cf4b28c6245cbd51ab1b6b78153bc784def214946d"},
     {file = "scikit_learn-1.7.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:16af2e44164f05d04337fd1fc3ae7c4ea61fd9b0d527e22665346336920fe0e1"},
@@ -5199,8 +4915,6 @@ version = "1.15.3"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = true
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "scipy-1.15.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:a345928c86d535060c9c2b25e71e87c39ab2f22fc96e9636bd74d1dbf9de448c"},
     {file = "scipy-1.15.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:ad3432cb0f9ed87477a8d97f03b763fd1d57709f1bbde3c9369b1dff5503b253"},
@@ -5256,7 +4970,7 @@ numpy = ">=1.23.5,<2.5"
 [package.extras]
 dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"]
 doc = ["intersphinx_registry", "jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.19.1)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<8.0.0)", "sphinx-copybutton", "sphinx-design (>=0.4.0)"]
-test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja ; sys_platform != \"emscripten\"", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "semantic-router"
@@ -5264,8 +4978,6 @@ version = "0.0.20"
 description = "Super fast semantic router for AI decision making"
 optional = true
 python-versions = ">=3.9,<4.0"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"semantic-router\""
 files = [
     {file = "semantic_router-0.0.20-py3-none-any.whl", hash = "sha256:7a713401564fb6cf22b566046ad32a4224e4f357be8de6583ca3b9ee328c8f95"},
     {file = "semantic_router-0.0.20.tar.gz", hash = "sha256:26119a4628ca72b2fa9eacd446ea763b6f1925a661a34e26945433d2601efac7"},
@@ -5281,7 +4993,7 @@ pydantic = ">=2.5.3,<3.0.0"
 pyyaml = ">=6.0.1,<7.0.0"
 
 [package.extras]
-fastembed = ["fastembed (>=0.1.3,<0.2.0) ; python_version < \"3.12\""]
+fastembed = ["fastembed (>=0.1.3,<0.2.0)"]
 hybrid = ["pinecone-text (>=0.7.1,<0.8.0)"]
 local = ["llama-cpp-python (>=0.2.28,<0.3.0)", "torch (>=2.1.0,<3.0.0)", "transformers (>=4.36.2,<5.0.0)"]
 
@@ -5291,7 +5003,6 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -5303,8 +5014,6 @@ version = "5.0.2"
 description = "A pure Python implementation of a sliding window memory map manager"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "smmap-5.0.2-py3-none-any.whl", hash = "sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e"},
     {file = "smmap-5.0.2.tar.gz", hash = "sha256:26ea65a03958fa0c8a1c7e8c7a58fdc77221b8910f6be2131affade476898ad5"},
@@ -5316,7 +5025,6 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
@@ -5328,8 +5036,6 @@ version = "3.0.1"
 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
     {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
@@ -5341,8 +5047,6 @@ version = "7.1.2"
 description = "Python documentation generator"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "sphinx-7.1.2-py3-none-any.whl", hash = "sha256:d170a81825b2fcacb6dfd5a0d7f578a053e45d3f2b153fecc948c37344eb4cbe"},
     {file = "sphinx-7.1.2.tar.gz", hash = "sha256:780f4d32f1d7d1126576e0e5ecc19dc32ab76cd24e950228dcf7b1f6d3d9e22f"},
@@ -5378,8 +5082,6 @@ version = "1.0.4"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "sphinxcontrib-applehelp-1.0.4.tar.gz", hash = "sha256:828f867945bbe39817c210a1abfd1bc4895c8b73fcaade56d45357a348a07d7e"},
     {file = "sphinxcontrib_applehelp-1.0.4-py3-none-any.whl", hash = "sha256:29d341f67fb0f6f586b23ad80e072c8e6ad0b48417db2bde114a4c9746feb228"},
@@ -5395,8 +5097,6 @@ version = "1.0.2"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document."
 optional = true
 python-versions = ">=3.5"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "sphinxcontrib-devhelp-1.0.2.tar.gz", hash = "sha256:ff7f1afa7b9642e7060379360a67e9c41e8f3121f2ce9164266f61b9f4b338e4"},
     {file = "sphinxcontrib_devhelp-1.0.2-py2.py3-none-any.whl", hash = "sha256:8165223f9a335cc1af7ffe1ed31d2871f325254c0423bc0c4c7cd1c1e4734a2e"},
@@ -5412,8 +5112,6 @@ version = "2.0.1"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "sphinxcontrib-htmlhelp-2.0.1.tar.gz", hash = "sha256:0cbdd302815330058422b98a113195c9249825d681e18f11e8b1f78a2f11efff"},
     {file = "sphinxcontrib_htmlhelp-2.0.1-py3-none-any.whl", hash = "sha256:c38cb46dccf316c79de6e5515e1770414b797162b23cd3d06e67020e1d2a6903"},
@@ -5429,8 +5127,6 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = true
 python-versions = ">=3.5"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"},
     {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"},
@@ -5445,8 +5141,6 @@ version = "1.0.3"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document."
 optional = true
 python-versions = ">=3.5"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "sphinxcontrib-qthelp-1.0.3.tar.gz", hash = "sha256:4c33767ee058b70dba89a6fc5c1892c0d57a54be67ddd3e7875a18d14cba5a72"},
     {file = "sphinxcontrib_qthelp-1.0.3-py2.py3-none-any.whl", hash = "sha256:bd9fc24bcb748a8d51fd4ecaade681350aa63009a347a8c14e637895444dfab6"},
@@ -5462,8 +5156,6 @@ version = "1.1.5"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
 optional = true
 python-versions = ">=3.5"
-groups = ["main"]
-markers = "extra == \"utils\""
 files = [
     {file = "sphinxcontrib-serializinghtml-1.1.5.tar.gz", hash = "sha256:aa5f6de5dfdf809ef505c4895e51ef5c9eac17d0f287933eb49ec495280b6952"},
     {file = "sphinxcontrib_serializinghtml-1.1.5-py2.py3-none-any.whl", hash = "sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd"},
@@ -5479,8 +5171,6 @@ version = "2.0.42"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "SQLAlchemy-2.0.42-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:7ee065898359fdee83961aed5cf1fb4cfa913ba71b58b41e036001d90bebbf7a"},
     {file = "SQLAlchemy-2.0.42-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:56bc76d86216443daa2e27e6b04a9b96423f0b69b5d0c40c7f4b9a4cdf7d8d90"},
@@ -5576,8 +5266,6 @@ version = "0.5.3"
 description = "A non-validating SQL parser."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "sqlparse-0.5.3-py3-none-any.whl", hash = "sha256:cf2196ed3418f3ba5de6af7e82c694a9fbdbfecccdfc72e281548517081f16ca"},
     {file = "sqlparse-0.5.3.tar.gz", hash = "sha256:09f67787f56a0b16ecdbde1bfc7f5d9c3371ca683cfeaa8e6ff60b4807ec9272"},
@@ -5593,8 +5281,6 @@ version = "2.1.3"
 description = "SSE plugin for Starlette"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"proxy\""
 files = [
     {file = "sse_starlette-2.1.3-py3-none-any.whl", hash = "sha256:8ec846438b4665b9e8c560fcdea6bc8081a3abf7942faa95e5a744999d219772"},
     {file = "sse_starlette-2.1.3.tar.gz", hash = "sha256:9cd27eb35319e1414e3d2558ee7414487f9529ce3b3cf9b21434fd110e017169"},
@@ -5614,8 +5300,6 @@ version = "0.44.0"
 description = "The little ASGI library that shines."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"proxy\") or extra == \"proxy\""
 files = [
     {file = "starlette-0.44.0-py3-none-any.whl", hash = "sha256:19edeb75844c16dcd4f9dd72f22f9108c1539f3fc9c4c88885654fef64f85aea"},
     {file = "starlette-0.44.0.tar.gz", hash = "sha256:e35166950a3ccccc701962fe0711db0bc14f2ecd37c6f9fe5e3eae0cbaea8715"},
@@ -5623,6 +5307,7 @@ files = [
 
 [package.dependencies]
 anyio = ">=3.4.0,<5"
+typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
@@ -5633,8 +5318,6 @@ version = "0.9.0"
 description = "Pretty-print tabular data"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and (extra == \"extra-proxy\" or extra == \"utils\") and python_version < \"3.14\" or extra == \"utils\""
 files = [
     {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
     {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
@@ -5649,8 +5332,6 @@ version = "0.2.2"
 description = "backport of asyncio.TaskGroup, asyncio.Runner and asyncio.timeout"
 optional = false
 python-versions = "*"
-groups = ["proxy-dev"]
-markers = "python_version <= \"3.10\""
 files = [
     {file = "taskgroup-0.2.2-py2.py3-none-any.whl", hash = "sha256:e2c53121609f4ae97303e9ea1524304b4de6faf9eb2c9280c7f87976479a52fb"},
     {file = "taskgroup-0.2.2.tar.gz", hash = "sha256:078483ac3e78f2e3f973e2edbf6941374fbea81b9c5d0a96f51d297717f4752d"},
@@ -5666,8 +5347,6 @@ version = "9.1.2"
 description = "Retry code until it succeeds"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\""
 files = [
     {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"},
     {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"},
@@ -5683,8 +5362,6 @@ version = "3.6.0"
 description = "threadpoolctl"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "threadpoolctl-3.6.0-py3-none-any.whl", hash = "sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb"},
     {file = "threadpoolctl-3.6.0.tar.gz", hash = "sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e"},
@@ -5696,7 +5373,6 @@ version = "0.7.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "tiktoken-0.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:485f3cc6aba7c6b6ce388ba634fbba656d9ee27f766216f45146beb4ac18b25f"},
     {file = "tiktoken-0.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e54be9a2cd2f6d6ffa3517b064983fb695c9a9d8aa7d574d1ef3c3f931a99225"},
@@ -5749,7 +5425,6 @@ version = "0.21.0"
 description = ""
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "tokenizers-0.21.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:3c4c93eae637e7d2aaae3d376f06085164e1660f89304c0ab2b1d08a406636b2"},
     {file = "tokenizers-0.21.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:f53ea537c925422a2e0e92a24cce96f6bc5046bbef24a1652a5edc8ba975f62e"},
@@ -5782,8 +5457,6 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
-markers = "python_version <= \"3.10\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -5825,7 +5498,6 @@ version = "0.13.3"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "proxy-dev"]
 files = [
     {file = "tomlkit-0.13.3-py3-none-any.whl", hash = "sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0"},
     {file = "tomlkit-0.13.3.tar.gz", hash = "sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1"},
@@ -5837,7 +5509,6 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5859,7 +5530,6 @@ version = "1.16.0.20241221"
 description = "Typing stubs for cffi"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "types_cffi-1.16.0.20241221-py3-none-any.whl", hash = "sha256:e5b76b4211d7a9185f6ab8d06a106d56c7eb80af7cdb8bfcb4186ade10fb112f"},
     {file = "types_cffi-1.16.0.20241221.tar.gz", hash = "sha256:1c96649618f4b6145f58231acb976e0b448be6b847f7ab733dabe62dfbff6591"},
@@ -5874,7 +5544,6 @@ version = "24.1.0.20240722"
 description = "Typing stubs for pyOpenSSL"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "types-pyOpenSSL-24.1.0.20240722.tar.gz", hash = "sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39"},
     {file = "types_pyOpenSSL-24.1.0.20240722-py3-none-any.whl", hash = "sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54"},
@@ -5890,7 +5559,6 @@ version = "6.0.12.20241230"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "types_PyYAML-6.0.12.20241230-py3-none-any.whl", hash = "sha256:fa4d32565219b68e6dee5f67534c722e53c00d1cfc09c435ef04d7353e1e96e6"},
     {file = "types_pyyaml-6.0.12.20241230.tar.gz", hash = "sha256:7f07622dbd34bb9c8b264fe860a17e0efcad00d50b5f27e93984909d9363498c"},
@@ -5902,7 +5570,6 @@ version = "4.6.0.20241004"
 description = "Typing stubs for redis"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "types-redis-4.6.0.20241004.tar.gz", hash = "sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e"},
     {file = "types_redis-4.6.0.20241004-py3-none-any.whl", hash = "sha256:ef5da68cb827e5f606c8f9c0b49eeee4c2669d6d97122f301d3a55dc6a63f6ed"},
@@ -5918,8 +5585,6 @@ version = "2.31.0.6"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
-markers = "python_version < \"3.10\""
 files = [
     {file = "types-requests-2.31.0.6.tar.gz", hash = "sha256:cd74ce3b53c461f1228a9b783929ac73a666658f223e28ed29753771477b3bd0"},
     {file = "types_requests-2.31.0.6-py3-none-any.whl", hash = "sha256:a2db9cb228a81da8348b49ad6db3f5519452dd20a9c1e1a868c83c5fe88fd1a9"},
@@ -5934,8 +5599,6 @@ version = "2.32.0.20241016"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
-markers = "python_version >= \"3.10\""
 files = [
     {file = "types-requests-2.32.0.20241016.tar.gz", hash = "sha256:0d9cad2f27515d0e3e3da7134a1b6f28fb97129d86b867f24d9c726452634d95"},
     {file = "types_requests-2.32.0.20241016-py3-none-any.whl", hash = "sha256:4195d62d6d3e043a4eaaf08ff8a62184584d2e8684e9d2aa178c7915a7da3747"},
@@ -5950,7 +5613,6 @@ version = "75.8.0.20250110"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "types_setuptools-75.8.0.20250110-py3-none-any.whl", hash = "sha256:a9f12980bbf9bcdc23ecd80755789085bad6bfce4060c2275bc2b4ca9f2bc480"},
     {file = "types_setuptools-75.8.0.20250110.tar.gz", hash = "sha256:96f7ec8bbd6e0a54ea180d66ad68ad7a1d7954e7281a710ea2de75e355545271"},
@@ -5962,8 +5624,6 @@ version = "1.26.25.14"
 description = "Typing stubs for urllib3"
 optional = false
 python-versions = "*"
-groups = ["dev"]
-markers = "python_version < \"3.10\""
 files = [
     {file = "types-urllib3-1.26.25.14.tar.gz", hash = "sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f"},
     {file = "types_urllib3-1.26.25.14-py3-none-any.whl", hash = "sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e"},
@@ -5975,7 +5635,6 @@ version = "4.13.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
     {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
@@ -5987,8 +5646,6 @@ version = "0.4.1"
 description = "Runtime typing introspection tools"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"proxy\""
 files = [
     {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
     {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
@@ -6003,8 +5660,6 @@ version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and platform_system == \"Windows\" and (extra == \"proxy\" or extra == \"mlflow\") or python_version >= \"3.10\" and extra == \"mlflow\" or platform_system == \"Windows\" and extra == \"proxy\""
 files = [
     {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@@ -6016,8 +5671,6 @@ version = "5.2"
 description = "tzinfo object for the local timezone"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "tzlocal-5.2-py3-none-any.whl", hash = "sha256:49816ef2fe65ea8ac19d19aa7a1ae0551c834303d5014c6d5a62e4cbda8047b8"},
     {file = "tzlocal-5.2.tar.gz", hash = "sha256:8d399205578f1a9342816409cc1e46a93ebd5755e39ea2d85334bea911bf0e6e"},
@@ -6036,16 +5689,14 @@ version = "1.26.20"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
-groups = ["main", "dev", "proxy-dev"]
-markers = "python_version < \"3.10\""
 files = [
     {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
     {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
 ]
 
 [package.extras]
-brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
@@ -6054,15 +5705,13 @@ version = "2.2.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
-markers = "python_version >= \"3.10\""
 files = [
     {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
     {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
@@ -6073,8 +5722,6 @@ version = "0.29.0"
 description = "The lightning-fast ASGI server."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"proxy\") or extra == \"proxy\""
 files = [
     {file = "uvicorn-0.29.0-py3-none-any.whl", hash = "sha256:2c2aac7ff4f4365c206fd773a39bf4ebd1047c238f8b8268ad996829323473de"},
     {file = "uvicorn-0.29.0.tar.gz", hash = "sha256:6a69214c0b6a087462412670b3ef21224fa48cae0e452b5883e8e8bdfdd11dd0"},
@@ -6086,7 +5733,7 @@ h11 = ">=0.8"
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"]
+standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
 
 [[package]]
 name = "uvloop"
@@ -6094,8 +5741,6 @@ version = "0.21.0"
 description = "Fast implementation of asyncio event loop on top of libuv"
 optional = true
 python-versions = ">=3.8.0"
-groups = ["main"]
-markers = "sys_platform != \"win32\" and extra == \"proxy\""
 files = [
     {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f"},
     {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d"},
@@ -6147,8 +5792,6 @@ version = "3.0.2"
 description = "Waitress WSGI server"
 optional = true
 python-versions = ">=3.9.0"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and platform_system == \"Windows\" and extra == \"mlflow\""
 files = [
     {file = "waitress-3.0.2-py3-none-any.whl", hash = "sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e"},
     {file = "waitress-3.0.2.tar.gz", hash = "sha256:682aaaf2af0c44ada4abfb70ded36393f0e307f4ab9456a215ce0020baefc31f"},
@@ -6164,8 +5807,6 @@ version = "13.1"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"proxy\""
 files = [
     {file = "websockets-13.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f48c749857f8fb598fb890a75f540e3221d0976ed0bf879cf3c7eef34151acee"},
     {file = "websockets-13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c7e72ce6bda6fb9409cc1e8164dd41d7c91466fb599eb047cfda72fe758a34a7"},
@@ -6261,8 +5902,6 @@ version = "3.1.3"
 description = "The comprehensive WSGI web application library."
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.10\" and extra == \"mlflow\""
 files = [
     {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
     {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
@@ -6280,7 +5919,6 @@ version = "1.17.2"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984"},
     {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22"},
@@ -6362,7 +6000,6 @@ files = [
     {file = "wrapt-1.17.2-py3-none-any.whl", hash = "sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8"},
     {file = "wrapt-1.17.2.tar.gz", hash = "sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3"},
 ]
-markers = {main = "python_version >= \"3.10\""}
 
 [[package]]
 name = "wsproto"
@@ -6370,7 +6007,6 @@ version = "1.2.0"
 description = "WebSockets state-machine based protocol implementation"
 optional = false
 python-versions = ">=3.7.0"
-groups = ["proxy-dev"]
 files = [
     {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"},
     {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"},
@@ -6385,7 +6021,6 @@ version = "1.15.2"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "yarl-1.15.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e4ee8b8639070ff246ad3649294336b06db37a94bdea0d09ea491603e0be73b8"},
     {file = "yarl-1.15.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a7cf963a357c5f00cb55b1955df8bbe68d2f2f65de065160a1c26b85a1e44172"},
@@ -6498,18 +6133,17 @@ version = "3.20.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "proxy-dev"]
 files = [
     {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
     {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [extras]
@@ -6521,6 +6155,6 @@ semantic-router = ["semantic-router"]
 utils = ["numpydoc"]
 
 [metadata]
-lock-version = "2.1"
+lock-version = "2.0"
 python-versions = ">=3.8.1,<4.0, !=3.9.7"
 content-hash = "1be89745d648fd61387e2856d44ed70e632f5c98c9d847a8a548551a86ff479d"
diff --git a/tests/test_litellm/test_router.py b/tests/test_litellm/test_router.py
index 0a6ea31a1b..234941449b 100644
--- a/tests/test_litellm/test_router.py
+++ b/tests/test_litellm/test_router.py
@@ -1401,3 +1401,292 @@ def test_should_include_deployment():
         model_name=model_name,
         team_id=team_id,
     )
+
+
+def test_get_deployment_model_info_base_model_flow():
+    """Test that get_deployment_model_info correctly handles the base model flow"""
+    from unittest.mock import patch
+
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "test-model",
+                "litellm_params": {"model": "gpt-3.5-turbo"},
+            }
+        ],
+    )
+
+    # Mock data for the test
+    mock_custom_model_info = {
+        "base_model": "gpt-3.5-turbo",
+        "input_cost_per_token": 0.001,
+        "output_cost_per_token": 0.002,
+        "custom_field": "custom_value",
+    }
+
+    mock_base_model_info = {
+        "key": "gpt-3.5-turbo",
+        "max_tokens": 4096,
+        "max_input_tokens": 4096,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.0015,  # This should be overridden by custom model info
+        "output_cost_per_token": 0.002,
+        "litellm_provider": "openai",
+        "mode": "chat",
+        "supported_openai_params": ["temperature", "max_tokens"],
+    }
+
+    mock_litellm_model_name_info = {
+        "key": "test-model",
+        "max_tokens": 2048,
+        "max_input_tokens": 2048,
+        "max_output_tokens": 2048,
+        "input_cost_per_token": 0.0005,
+        "output_cost_per_token": 0.001,
+        "litellm_provider": "test_provider",
+        "mode": "completion",
+        "supported_openai_params": ["temperature"],
+    }
+
+    # Test Case 1: Base model flow with custom model info that has base_model
+    with patch.object(
+        litellm, "model_cost", {"test-custom-model": mock_custom_model_info}
+    ):
+        with patch.object(litellm, "get_model_info") as mock_get_model_info:
+            # Configure mock returns
+            mock_get_model_info.side_effect = lambda model: {
+                "gpt-3.5-turbo": mock_base_model_info,
+                "test-model": mock_litellm_model_name_info,
+            }.get(model)
+
+            result = router.get_deployment_model_info(
+                model_id="test-custom-model", model_name="test-model"
+            )
+
+            # Verify that get_model_info was called for both base model and model name
+            assert mock_get_model_info.call_count == 2
+            mock_get_model_info.assert_any_call(
+                model="gpt-3.5-turbo"
+            )  # base model call
+            mock_get_model_info.assert_any_call(model="test-model")  # model name call
+
+            # Verify the result contains merged information
+            assert result is not None
+
+            # Test the correct merging behavior after fix:
+            # 1. base_model_info provides defaults, custom_model_info overrides (correct priority)
+            # 2. The result of step 1 gets merged into litellm_model_name_info (custom+base override litellm)
+
+            # Fields from custom model (should override base model values)
+            assert (
+                result["input_cost_per_token"] == 0.001
+            )  # From custom model (overrides base 0.0015)
+            assert (
+                result["output_cost_per_token"] == 0.002
+            )  # From custom model (same as base)
+            assert result["custom_field"] == "custom_value"  # From custom model
+
+            # Fields from base model that weren't overridden by custom
+            assert result["max_tokens"] == 4096  # From base model
+            assert result["litellm_provider"] == "openai"  # From base model
+            assert (
+                result["mode"] == "chat"
+            )  # From base model (overrides litellm "completion")
+
+            # The key field comes from base model since both base and litellm have it
+            # and base model info overrides litellm model name info in final merge
+            assert (
+                result["key"] == "gpt-3.5-turbo"
+            )  # From base model (overrides litellm key)
+
+    # Test Case 2: Custom model info without base_model
+    mock_custom_model_info_no_base = {
+        "input_cost_per_token": 0.001,
+        "output_cost_per_token": 0.002,
+        "custom_field": "custom_value",
+    }
+
+    with patch.object(
+        litellm,
+        "model_cost",
+        {"test-custom-model-no-base": mock_custom_model_info_no_base},
+    ):
+        with patch.object(litellm, "get_model_info") as mock_get_model_info:
+            mock_get_model_info.side_effect = lambda model: {
+                "test-model": mock_litellm_model_name_info,
+            }.get(model)
+
+            result = router.get_deployment_model_info(
+                model_id="test-custom-model-no-base", model_name="test-model"
+            )
+
+            # Should only call get_model_info once for model name (no base model)
+            assert mock_get_model_info.call_count == 1
+            mock_get_model_info.assert_called_with(model="test-model")
+
+            # Verify the result contains merged information
+            assert result is not None
+            assert result["input_cost_per_token"] == 0.001  # From custom model
+            assert result["max_tokens"] == 2048  # From litellm model name info
+            assert result["custom_field"] == "custom_value"  # From custom model
+            assert result["mode"] == "completion"  # From litellm model name info
+
+    # Test Case 3: No custom model info, only litellm model name info
+    with patch.object(litellm, "model_cost", {}):  # Empty model cost
+        with patch.object(litellm, "get_model_info") as mock_get_model_info:
+            mock_get_model_info.side_effect = lambda model: {
+                "test-model": mock_litellm_model_name_info,
+            }.get(model)
+
+            result = router.get_deployment_model_info(
+                model_id="non-existent-model", model_name="test-model"
+            )
+
+            # Should only call get_model_info once for model name
+            assert mock_get_model_info.call_count == 1
+            mock_get_model_info.assert_called_with(model="test-model")
+
+            # Result should be just the litellm model name info
+            assert result is not None
+            assert result == mock_litellm_model_name_info
+
+    # Test Case 4: Base model info retrieval fails (exception handling)
+    mock_custom_model_info_invalid_base = {
+        "base_model": "invalid-base-model",
+        "input_cost_per_token": 0.001,
+        "output_cost_per_token": 0.002,
+    }
+
+    with patch.object(
+        litellm,
+        "model_cost",
+        {"test-custom-model-invalid": mock_custom_model_info_invalid_base},
+    ):
+        with patch.object(litellm, "get_model_info") as mock_get_model_info:
+            # Mock get_model_info to raise exception for invalid base model
+            def mock_get_model_info_side_effect(model):
+                if model == "invalid-base-model":
+                    raise Exception("Model not found")
+                elif model == "test-model":
+                    return mock_litellm_model_name_info
+                return None
+
+            mock_get_model_info.side_effect = mock_get_model_info_side_effect
+
+            result = router.get_deployment_model_info(
+                model_id="test-custom-model-invalid", model_name="test-model"
+            )
+
+            # Should handle exception gracefully and still return merged result
+            assert result is not None
+            assert result["input_cost_per_token"] == 0.001  # From custom model
+            assert result["mode"] == "completion"  # From litellm model name info
+
+    # Test Case 5: Both model_cost.get() and get_model_info() return None
+    with patch.object(litellm, "model_cost", {}):
+        with patch.object(
+            litellm, "get_model_info", side_effect=Exception("Not found")
+        ):
+            result = router.get_deployment_model_info(
+                model_id="non-existent", model_name="non-existent"
+            )
+
+            # Should return None when no model info is found
+            assert result is None
+
+    print("✓ All base model flow test cases passed!")
+
+
+@patch("litellm.model_cost", {})
+def test_get_deployment_model_info_base_model_merge_priority():
+    """Test that base model info merging respects the correct priority order"""
+    from unittest.mock import patch
+
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "test-model",
+                "litellm_params": {"model": "gpt-3.5-turbo"},
+            }
+        ],
+    )
+
+    # Test data with overlapping fields to test merge priority
+    mock_custom_model_info = {
+        "base_model": "gpt-4",
+        "input_cost_per_token": 0.01,  # Should override base model value
+        "max_tokens": 8000,  # Should override base model value
+        "custom_only_field": "custom_value",
+    }
+
+    mock_base_model_info = {
+        "key": "gpt-4",
+        "max_tokens": 4096,  # Should be overridden by custom model
+        "input_cost_per_token": 0.03,  # Should be overridden by custom model
+        "output_cost_per_token": 0.06,  # Should be preserved (not in custom)
+        "litellm_provider": "openai",
+        "base_only_field": "base_value",
+    }
+
+    mock_litellm_model_name_info = {
+        "key": "test-model",
+        "max_tokens": 2048,  # Should be overridden by final custom model info
+        "input_cost_per_token": 0.005,  # Should be overridden by final custom model info
+        "output_cost_per_token": 0.01,  # Should be overridden by final custom model info
+        "mode": "completion",
+        "litellm_only_field": "litellm_value",
+    }
+
+    with patch.object(
+        litellm, "model_cost", {"custom-model-id": mock_custom_model_info}
+    ):
+        with patch.object(litellm, "get_model_info") as mock_get_model_info:
+            mock_get_model_info.side_effect = lambda model: {
+                "gpt-4": mock_base_model_info,
+                "test-model": mock_litellm_model_name_info,
+            }.get(model)
+
+            result = router.get_deployment_model_info(
+                model_id="custom-model-id", model_name="test-model"
+            )
+
+            assert result is not None
+
+            # Test correct merge priority after fix:
+            # 1. base_model_info provides defaults
+            # 2. custom_model_info overrides base_model_info
+            # 3. Result from steps 1-2 overrides litellm_model_name_info
+
+            # Fields that should come from custom model info (highest priority)
+            assert (
+                result["input_cost_per_token"] == 0.01
+            )  # From custom model (overrides base 0.03)
+            assert (
+                result["max_tokens"] == 8000
+            )  # From custom model (overrides base 4096)
+            assert result["custom_only_field"] == "custom_value"  # From custom model
+
+            # Fields that should come from base model (not overridden by custom)
+            assert (
+                result["output_cost_per_token"] == 0.06
+            )  # From base model (not in custom)
+            assert (
+                result["litellm_provider"] == "openai"
+            )  # From base model (not in custom)
+            assert (
+                result["base_only_field"] == "base_value"
+            )  # From base model (not in custom)
+
+            # Fields that should come from litellm model name info (not overridden by custom+base)
+            assert (
+                result["mode"] == "completion"
+            )  # From litellm model name info (not in custom or base)
+            assert (
+                result["litellm_only_field"] == "litellm_value"
+            )  # From litellm model name info (not in custom or base)
+
+            # Key comes from base model since both base and litellm have key fields
+            # and the merged custom+base overrides litellm in the final merge
+            assert result["key"] == "gpt-4"
+
+    print("✓ Base model merge priority test passed!")

From 0eedf7c4477cdd2fcba5d89313aea3105b04deb6 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Sat, 9 Aug 2025 16:31:41 -0700
Subject: [PATCH 16/32] build: update local model cost map

---
 ...odel_prices_and_context_window_backup.json | 124 ++++++++++++++++++
 1 file changed, 124 insertions(+)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 1bd7b460d6..7cfc9dea5a 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -17098,6 +17098,130 @@
         "litellm_provider": "snowflake",
         "mode": "chat"
     },
+    "gradient_ai/anthropic-claude-3.7-sonnet": {
+        "input_cost_per_token": 3e-06,
+        "output_cost_per_token": 15e-06,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 1024,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/anthropic-claude-3.5-sonnet": {
+        "input_cost_per_token": 3e-06,
+        "output_cost_per_token": 15e-06,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 1024,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/anthropic-claude-3.5-haiku": {
+        "input_cost_per_token": 8e-07,
+        "output_cost_per_token": 4e-06,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 1024,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/anthropic-claude-3-opus": {
+        "input_cost_per_token": 15e-06,
+        "output_cost_per_token": 75e-06,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 1024,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/deepseek-r1-distill-llama-70b": {
+        "input_cost_per_token": 99e-08,
+        "output_cost_per_token": 99e-08,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 8000,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/llama3.3-70b-instruct": {
+        "input_cost_per_token": 65e-08,
+        "output_cost_per_token": 65e-08,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 2048,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/llama3-8b-instruct": {
+        "input_cost_per_token": 2e-07,
+        "output_cost_per_token": 2e-07,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 512,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/mistral-nemo-instruct-2407": {
+        "input_cost_per_token": 3e-07,
+        "output_cost_per_token": 3e-07,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 512,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/openai-o3": {
+        "input_cost_per_token": 2e-06,
+        "output_cost_per_token": 8e-06,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 100000,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/openai-o3-mini": {
+        "input_cost_per_token": 11e-07,
+        "output_cost_per_token": 44e-07,
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 100000,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/openai-gpt-4o": {
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 16384,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/openai-gpt-4o-mini": {
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 16384,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
+    "gradient_ai/alibaba-qwen3-32b": {
+        "litellm_provider": "gradient_ai",
+        "mode": "chat",
+        "max_tokens": 2048,
+        "supported_endpoints": ["/v1/chat/completions"],
+        "supported_modalities": ["text"],
+        "supports_tool_choice": false
+    },
     "nscale/meta-llama/Llama-4-Scout-17B-16E-Instruct": {
         "input_cost_per_token": 9e-08,
         "output_cost_per_token": 2.9e-07,

From ece2c9c65d2bc197989e8c14e064e20b996069e4 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Sat, 9 Aug 2025 16:31:51 -0700
Subject: [PATCH 17/32] =?UTF-8?q?bump:=20version=201.75.4=20=E2=86=92=201.?=
 =?UTF-8?q?75.5?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 pyproject.toml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 838d956a08..b6ad2ff092 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "litellm"
-version = "1.75.4"
+version = "1.75.5"
 description = "Library to easily interface with LLM API providers"
 authors = ["BerriAI"]
 license = "MIT"
@@ -154,7 +154,7 @@ requires = ["poetry-core", "wheel"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.commitizen]
-version = "1.75.4"
+version = "1.75.5"
 version_files = [
     "pyproject.toml:^version"
 ]

From c742c762881eafe5220c78b27568ea51411c362d Mon Sep 17 00:00:00 2001
From: Krish Dholakia <krrishdholakia@gmail.com>
Date: Sun, 10 Aug 2025 07:32:11 -0700
Subject: [PATCH 18/32] Litellm release notes 08 10 2025 (#13479)

* docs(index.md): initial doc

* build(index.md): initial notes

* docs(index.md): add llm translation tickets

* docs(index.md): document new model support

* docs(index.md): document all pricing changes

* docs(index.md): add llm api endpoints

* docs(index.md): add doc on mcp gateway

* docs(index.md): add all remaining rc notes

* docs(index.md): cleanup
---
 .../release_notes/v1.75.5-stable/index.md     | 242 ++++++++++++++++++
 1 file changed, 242 insertions(+)
 create mode 100644 docs/my-website/release_notes/v1.75.5-stable/index.md

diff --git a/docs/my-website/release_notes/v1.75.5-stable/index.md b/docs/my-website/release_notes/v1.75.5-stable/index.md
new file mode 100644
index 0000000000..381ae2310b
--- /dev/null
+++ b/docs/my-website/release_notes/v1.75.5-stable/index.md
@@ -0,0 +1,242 @@
+---
+title: "[PRE-RELEASE]v1.75.5-stable"
+slug: "v1-75-5"
+date: 2025-08-02T10:00:00
+authors:
+  - name: Krrish Dholakia
+    title: CEO, LiteLLM
+    url: https://www.linkedin.com/in/krish-d/
+    image_url: https://pbs.twimg.com/profile_images/1298587542745358340/DZv3Oj-h_400x400.jpg
+  - name: Ishaan Jaffer
+    title: CTO, LiteLLM
+    url: https://www.linkedin.com/in/reffajnaahsi/
+    image_url: https://pbs.twimg.com/profile_images/1613813310264340481/lz54oEiB_400x400.jpg
+
+hide_table_of_contents: false
+---
+
+import Image from '@theme/IdealImage';
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+## Deploy this version
+
+:::info
+
+This release is not out yet. 
+
+:::
+
+---
+
+## New Models / Updated Models
+
+#### New Model Support
+
+| Provider    | Model                                  | Context Window | Input ($/1M tokens) | Output ($/1M tokens) |
+| ----------- | -------------------------------------- | -------------- | ------------------- | -------------------- | 
+| Bedrock | `bedrock/us.anthropic.claude-opus-4-1-20250805-v1:0` | 200k | $15 | $75 |
+| Bedrock | `bedrock/openai.gpt-oss-20b-1:0` | 200k | 0.07 | 0.3 |
+| Bedrock | `bedrock/openai.gpt-oss-120b-1:0` | 200k | 0.15 | 0.6 |
+| Fireworks AI | `fireworks_ai/accounts/fireworks/models/glm-4p5` | 128k | 0.55 | 2.19 |
+| Fireworks AI | `fireworks_ai/accounts/fireworks/models/glm-4p5-air` | 128k | 0.22 | 0.88 |
+| Fireworks AI | `fireworks_ai/accounts/fireworks/models/gpt-oss-120b` | 131072 | 0.15 | 0.6 |
+| Fireworks AI | `fireworks_ai/accounts/fireworks/models/gpt-oss-20b` | 131072 | 0.05 | 0.2 |
+| Groq | `groq/openai/gpt-oss-20b` | 131072 | 0.1 | 0.5 |
+| Groq | `groq/openai/gpt-oss-120b` | 131072 | 0.15 | 0.75 |
+| OpenAI | `openai/gpt-5` | 400k | 1.25 | 10 | 
+| OpenAI | `openai/gpt-5-2025-08-07` | 400k | 1.25 | 10 | 
+| OpenAI | `openai/gpt-5-mini` | 400k | 0.25 | 2 |
+| OpenAI | `openai/gpt-5-mini-2025-08-07` | 400k | 0.25 | 2 | 
+| OpenAI | `openai/gpt-5-nano` | 400k | 0.05 | 0.4 | 
+| OpenAI | `openai/gpt-5-nano-2025-08-07` | 400k | 0.05 | 0.4 | 
+| OpenAI | `openai/gpt-5-chat` | 400k | 1.25 | 10 | 
+| OpenAI | `openai/gpt-5-chat-latest` | 400k | 1.25 | 10 | 
+| Azure | `azure/gpt-5` | 400k | 1.25 | 10 | 
+| Azure | `azure/gpt-5-2025-08-07` | 400k | 1.25 | 10 | 
+| Azure | `azure/gpt-5-mini` | 400k | 0.25 | 2 | 
+| Azure | `azure/gpt-5-mini-2025-08-07` | 400k | 0.25 | 2 | 
+| Azure | `azure/gpt-5-nano-2025-08-07` | 400k | 0.05 | 0.4 | 
+| Azure | `azure/gpt-5-nano` | 400k | 0.05 | 0.4 | 
+| Azure | `azure/gpt-5-chat` | 400k | 1.25 | 10 | 
+| Azure | `azure/gpt-5-chat-latest` | 400k | 1.25 | 10 | 
+
+#### Features
+
+- **[OCI](../../docs/providers/oci)**
+    - New LLM provider - [PR #13206](https://github.com/BerriAI/litellm/pull/13206)
+- **[JinaAI](../../docs/providers/jina_ai)**
+    - support multimodal embedding models - [PR #13181](https://github.com/BerriAI/litellm/pull/13181)
+- **GPT-5 ([OpenAI](../../docs/providers/openai)/[Azure](../../docs/providers/azure))**
+    - Support drop_params for temperature - [PR #13390](https://github.com/BerriAI/litellm/pull/13390)
+    - Map max_tokens to max_completion_tokens - [PR #13390](https://github.com/BerriAI/litellm/pull/13390)
+- **[Anthropic](../../docs/providers/anthropic)**
+    - Add claude-opus-4-1 on model cost map - [PR #13384](https://github.com/BerriAI/litellm/pull/13384)
+- **[OpenRouter](../../docs/providers/openrouter)**
+    - Add gpt-oss to model cost map - [PR #13442](https://github.com/BerriAI/litellm/pull/13442)
+- **[Cerebras](../../docs/providers/cerebras)**
+    - Add gpt-oss to model cost map - [PR #13442](https://github.com/BerriAI/litellm/pull/13442)
+- **[Azure](../../docs/providers/azure)**
+    - Support drop params for ‘temperature’ on o-series models - [PR #13353](https://github.com/BerriAI/litellm/pull/13353)
+- **[GradientAI](../../docs/providers/gradient_ai)**
+    - New LLM Provider - [PR #12169](https://github.com/BerriAI/litellm/pull/12169)
+
+#### Bugs
+
+- **[OpenAI](../../docs/providers/openai)**
+    - Add ‘service_tier’ and ‘safety_identifier’ as supported responses api params - [PR #13258](https://github.com/BerriAI/litellm/pull/13258)
+    - Correct pricing for web search on 4o-mini - [PR #13269](https://github.com/BerriAI/litellm/pull/13269)
+- **[Mistral](../../docs/providers/mistral)**
+    - Handle $id and $schema fields when calling mistral - [PR #13389](https://github.com/BerriAI/litellm/pull/13389)
+---
+
+## LLM API Endpoints
+
+#### Features
+
+- `/responses` 
+    - Responses API Session Handling w/ support for images - [PR #13347](https://github.com/BerriAI/litellm/pull/13347)
+    - failed if input containing ResponseReasoningItem - [PR #13465](https://github.com/BerriAI/litellm/pull/13465)
+    - Support custom tools - [PR #13418](https://github.com/BerriAI/litellm/pull/13418)
+
+#### Bugs
+
+- `/chat/completions` 
+    - Fix completion_token_details usage object missing ‘text’ tokens - [PR #13234](https://github.com/BerriAI/litellm/pull/13234)
+    - (SDK) handle tool being a pydantic object - [PR #13274](https://github.com/BerriAI/litellm/pull/13274)
+    - include cost in streaming usage object - [PR #13418](https://github.com/BerriAI/litellm/pull/13418)
+    - Exclude none fields on /chat/completion - allows usage with n8n - [PR #13320](https://github.com/BerriAI/litellm/pull/13320)
+- `/responses` 
+    - Transform function call in response for non-openai models (gemini/anthropic) - [PR #13260](https://github.com/BerriAI/litellm/pull/13260)
+    - Fix unsupported operand error with model groups - [PR #13293](https://github.com/BerriAI/litellm/pull/13293)
+    - Responses api session management for streaming responses - [PR #13396](https://github.com/BerriAI/litellm/pull/13396)
+- `/v1/messages`
+    - Added litellm claude code count tokens - [PR #13261](https://github.com/BerriAI/litellm/pull/13261)
+- `/vector_stores`
+    - Fix create/search vector store errors - [PR #13285](https://github.com/BerriAI/litellm/pull/13285)
+---
+
+## [MCP Gateway](../../docs/mcp)
+
+#### Features
+
+- Add route check for internal users - [PR #13350](https://github.com/BerriAI/litellm/pull/13350)
+- MCP Guardrails - docs - [PR #13392](https://github.com/BerriAI/litellm/pull/13392)
+
+
+#### Bugs
+
+- Fix auth on UI for bearer token servers - [PR #13312](https://github.com/BerriAI/litellm/pull/13312)
+- allow access group on mcp tool retrieval - [PR #13425](https://github.com/BerriAI/litellm/pull/13425)
+
+
+---
+
+## Management Endpoints / UI
+
+#### Features
+
+- **Teams**
+    - Add team deletion check for teams with keys - [PR #12953](https://github.com/BerriAI/litellm/pull/12953)
+- **Models**
+    - Add ability to set model alias per key/team - [PR #13276](https://github.com/BerriAI/litellm/pull/13276)
+    - New button to reload model pricing from model cost map - [PR #13464](https://github.com/BerriAI/litellm/pull/13464), [PR #13470](https://github.com/BerriAI/litellm/pull/13470)
+- **Keys**
+    - Make ‘team’ field required when creating service account keys - [PR #13302](https://github.com/BerriAI/litellm/pull/13302)
+    - Gray out key-based logging settings for non-enterprise users - prevents confusion on if ‘logging’ all up is supported - [PR #13431](https://github.com/BerriAI/litellm/pull/13431)
+- **Navbar**
+    - Add logo customization for LiteLLM admin UI - [PR #12958](https://github.com/BerriAI/litellm/pull/12958)
+- **Logs**
+    - Add token breakdowns on logs + session page - [PR #13357](https://github.com/BerriAI/litellm/pull/13357)
+- **Usage**
+    - Ensure Usage Page loads after the DB has large entries - [PR #13400](https://github.com/BerriAI/litellm/pull/13400)
+- **Test Key Page**
+    - allow uploading images for /chat/completions and /responses - [PR #13445](https://github.com/BerriAI/litellm/pull/13445)
+- **MCP**
+    - Add auth tokens to local storage auth - [PR #13473](https://github.com/BerriAI/litellm/pull/13473)
+
+#### Bugs
+
+- **Custom Root Path**
+    - Fix login route when SSO is enabled - [PR #13267](https://github.com/BerriAI/litellm/pull/13267)
+- **Customers/End-users**
+    - Allow calling /v1/models when end user over budget - allows model listing to work on OpenWebUI when customer over budget - [PR #13320](https://github.com/BerriAI/litellm/pull/13320)
+- **Teams**
+    - Remove user - team membership, when user removed from team - [PR #13433](https://github.com/BerriAI/litellm/pull/13433)
+- **Errors**
+    - Bubble up network errors to user for Logging and Alerts page - [PR #13427](https://github.com/BerriAI/litellm/pull/13427)
+- **Model Hub**
+    - Show pricing for azure models, when base model is set - [PR #13418](https://github.com/BerriAI/litellm/pull/13418)
+---
+
+## Logging / Guardrail Integrations
+
+#### Features
+
+- **Bedrock Guardrails**
+    - Redacted sensitive information in bedrock guardrails error message - [PR #13356](https://github.com/BerriAI/litellm/pull/13356)
+- **Standard Logging Payload**
+    - Fix ‘can’t register atextexit’ bug - [PR #13436](https://github.com/BerriAI/litellm/pull/13436)
+
+#### Bugs
+
+- **Braintrust**
+    - Allow setting of braintrust callback base url - [PR #13368](https://github.com/BerriAI/litellm/pull/13368)
+- **OTEL**
+    - Track pre_call hook latency  - [PR #13362](https://github.com/BerriAI/litellm/pull/13362)
+
+---
+
+## Performance / Loadbalancing / Reliability improvements
+
+#### Features
+
+- **Team-BYOK models**
+    - Add wildcard model support - [PR #13278](https://github.com/BerriAI/litellm/pull/13278)
+- **Caching**
+    - GCP IAM auth support for caching - [PR #13275](https://github.com/BerriAI/litellm/pull/13275)
+- **Latency**
+    - reduce p99 latency w/ redis enabled by 50% - only updates model usage if tpm/rpm limits set - [PR #13362](https://github.com/BerriAI/litellm/pull/13362)
+
+---
+
+## General Proxy Improvements
+
+#### Features
+
+- **Models**
+    - Support /v1/models/\{model_id\} retrieval - [PR #13268](https://github.com/BerriAI/litellm/pull/13268)
+- **Multi-instance**
+    - Ensure disable_llm_api_endpoints works - [PR #13278](https://github.com/BerriAI/litellm/pull/13278)
+- **Logs**
+    - Add apscheduler log suppress - [PR #13299](https://github.com/BerriAI/litellm/pull/13299)
+- **Helm**
+    - Add labels to migrations job template - [PR #13343](https://github.com/BerriAI/litellm/pull/13343) s/o [@unique-jakub](https://github.com/unique-jakub)
+
+#### Bugs
+
+- **Non-root image**
+    - Fix non-root image for migration - [PR #13379](https://github.com/BerriAI/litellm/pull/13379)
+- **Get Routes**
+    - Load get routes when using fastapi-offline - [PR #13466](https://github.com/BerriAI/litellm/pull/13466)
+- **Health checks**
+    - Generate unique trace IDs for Langfuse health checks - [PR #13468](https://github.com/BerriAI/litellm/pull/13468)
+- **Swagger**
+    - Allow using Swagger for /chat/completions - [PR #13469](https://github.com/BerriAI/litellm/pull/13469)
+- **Auth**
+    - Fix JWTs access not working with model access groups - [PR #13474](https://github.com/BerriAI/litellm/pull/13474)
+    
+---
+
+## New Contributors
+
+* @bbartels made their first contribution in https://github.com/BerriAI/litellm/pull/13244
+* @breno-aumo made their first contribution in https://github.com/BerriAI/litellm/pull/13206
+* @pascalwhoop made their first contribution in https://github.com/BerriAI/litellm/pull/13122
+* @ZPerling made their first contribution in https://github.com/BerriAI/litellm/pull/13045
+* @zjx20 made their first contribution in https://github.com/BerriAI/litellm/pull/13181
+* @edwarddamato made their first contribution in https://github.com/BerriAI/litellm/pull/13368
+* @msannan2 made their first contribution in https://github.com/BerriAI/litellm/pull/12169
+
+
+## **[Full Changelog](https://github.com/BerriAI/litellm/compare/v1.74.15-stable...v1.75.5-stable.rc-draft)**
\ No newline at end of file

From 184687157e053e106721f14b25cb22f896efe499 Mon Sep 17 00:00:00 2001
From: Krish Dholakia <krrishdholakia@gmail.com>
Date: Sun, 10 Aug 2025 07:38:35 -0700
Subject: [PATCH 19/32] Litellm model cost map fixes (#13480)

* build(model_prices_and_context_window.json): fix max token values

* build(model_prices_and_context_window.json): fix max token values

* build(model_prices_and_context_window.json): fix azure gpt-5-chat pricing
---
 .../model_prices_and_context_window_backup.json  | 16 ++++++++--------
 model_prices_and_context_window.json             | 16 ++++++++--------
 2 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 7cfc9dea5a..28dec7cce9 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -2457,7 +2457,7 @@
     },
     "azure/gpt-5-chat": {
         "max_tokens": 128000,
-        "max_input_tokens": 128000,
+        "max_input_tokens": 400000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
@@ -2490,7 +2490,7 @@
     },
     "azure/gpt-5-chat-latest": {
         "max_tokens": 128000,
-        "max_input_tokens": 128000,
+        "max_input_tokens": 400000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
@@ -12582,8 +12582,8 @@
     },
     "openai.gpt-oss-20b-1:0": {
         "max_tokens": 128000,
-        "max_input_tokens": 200000,
-        "max_output_tokens": 32000,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 128000,
         "input_cost_per_token": 7e-08,
         "output_cost_per_token": 3e-07,
         "litellm_provider": "bedrock_converse",
@@ -12596,8 +12596,8 @@
     },
     "openai.gpt-oss-120b-1:0": {
         "max_tokens": 128000,
-        "max_input_tokens": 200000,
-        "max_output_tokens": 32000,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 128000,
         "input_cost_per_token": 1.5e-07,
         "output_cost_per_token": 6e-07,
         "litellm_provider": "bedrock_converse",
@@ -15605,7 +15605,7 @@
         "supports_tool_choice": false
     },
     "fireworks_ai/accounts/fireworks/models/glm-4p5": {
-        "max_tokens": 128000,
+        "max_tokens": 96000,
         "max_input_tokens": 128000,
         "max_output_tokens": 96000,
         "input_cost_per_token": 5.5e-07,
@@ -15618,7 +15618,7 @@
         "source": "https://fireworks.ai/models/fireworks/glm-4p5"
     },
     "fireworks_ai/accounts/fireworks/models/glm-4p5-air": {
-        "max_tokens": 128000,
+        "max_tokens": 96000,
         "max_input_tokens": 128000,
         "max_output_tokens": 96000,
         "input_cost_per_token": 2.2e-07,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 7cfc9dea5a..28dec7cce9 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -2457,7 +2457,7 @@
     },
     "azure/gpt-5-chat": {
         "max_tokens": 128000,
-        "max_input_tokens": 128000,
+        "max_input_tokens": 400000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
@@ -2490,7 +2490,7 @@
     },
     "azure/gpt-5-chat-latest": {
         "max_tokens": 128000,
-        "max_input_tokens": 128000,
+        "max_input_tokens": 400000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
@@ -12582,8 +12582,8 @@
     },
     "openai.gpt-oss-20b-1:0": {
         "max_tokens": 128000,
-        "max_input_tokens": 200000,
-        "max_output_tokens": 32000,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 128000,
         "input_cost_per_token": 7e-08,
         "output_cost_per_token": 3e-07,
         "litellm_provider": "bedrock_converse",
@@ -12596,8 +12596,8 @@
     },
     "openai.gpt-oss-120b-1:0": {
         "max_tokens": 128000,
-        "max_input_tokens": 200000,
-        "max_output_tokens": 32000,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 128000,
         "input_cost_per_token": 1.5e-07,
         "output_cost_per_token": 6e-07,
         "litellm_provider": "bedrock_converse",
@@ -15605,7 +15605,7 @@
         "supports_tool_choice": false
     },
     "fireworks_ai/accounts/fireworks/models/glm-4p5": {
-        "max_tokens": 128000,
+        "max_tokens": 96000,
         "max_input_tokens": 128000,
         "max_output_tokens": 96000,
         "input_cost_per_token": 5.5e-07,
@@ -15618,7 +15618,7 @@
         "source": "https://fireworks.ai/models/fireworks/glm-4p5"
     },
     "fireworks_ai/accounts/fireworks/models/glm-4p5-air": {
-        "max_tokens": 128000,
+        "max_tokens": 96000,
         "max_input_tokens": 128000,
         "max_output_tokens": 96000,
         "input_cost_per_token": 2.2e-07,

From 0aeb4f165383fa01436c0df46d2fb763b15d7975 Mon Sep 17 00:00:00 2001
From: Krish Dholakia <krrishdholakia@gmail.com>
Date: Sun, 10 Aug 2025 09:23:36 -0700
Subject: [PATCH 20/32] fix(health_check_helpers.py): set max tokens for
 wildcard call to 10, fixes calling gpt-5-nano via wildcard on openai (#13482)

gpt-5-nano raises errors for max_tokens=1
---
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 litellm/proxy/_experimental/out/index.html    |   2 +-
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 litellm/proxy/_experimental/out/model_hub.txt |   4 +-
 .../_experimental/out/model_hub_table.html    |   1 -
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 .../proxy/_experimental/out/onboarding.txt    |   4 +-
 litellm/proxy/_new_secret_config.yaml         |  29 +--
 .../health_endpoints/_health_endpoints.py     | 105 ++++----
 ui/litellm-dashboard/out/404.html             |   2 +-
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 ui/litellm-dashboard/out/index.html           |   2 +-
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 ui/litellm-dashboard/out/onboarding.html      |   2 +-
 ui/litellm-dashboard/out/onboarding.txt       |   4 +-
 71 files changed, 156 insertions(+), 386 deletions(-)
 rename litellm/proxy/_experimental/out/_next/static/{zvEphJL9GILaCMSn4AXPU => ILJ2l6ZzNB2f7RRsIZVJI}/_buildManifest.js (100%)
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 create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/154-7bf3bbb913e68f71.js
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 delete mode 100644 ui/litellm-dashboard/out/_next/static/css/3c0e0d4261b19d44.css
 create mode 100644 ui/litellm-dashboard/out/_next/static/css/c8d591a6ccd18f71.css
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diff --git a/litellm/litellm_core_utils/health_check_helpers.py b/litellm/litellm_core_utils/health_check_helpers.py
index 7a2c005e8f..2f41247993 100644
--- a/litellm/litellm_core_utils/health_check_helpers.py
+++ b/litellm/litellm_core_utils/health_check_helpers.py
@@ -1,12 +1,13 @@
-
 """
 Helper functions for health check calls.
 """
+
 from typing import TYPE_CHECKING
 
 if TYPE_CHECKING:
     from litellm.litellm_core_utils.litellm_logging import Logging
 
+
 class HealthCheckHelpers:
 
     @staticmethod
@@ -38,10 +39,9 @@ class HealthCheckHelpers:
         model_params["model"] = cheapest_models[0]
         model_params["litellm_logging_obj"] = litellm_logging_obj
         model_params["fallbacks"] = fallback_models
-        model_params["max_tokens"] = 1
+        model_params["max_tokens"] = 10  # gpt-5-nano throws errors for max_tokens=1
         await acompletion(**model_params)
         return {}
-    
 
     @staticmethod
     def _update_model_params_with_health_check_tracking_information(
@@ -57,6 +57,7 @@ class HealthCheckHelpers:
         """
         from litellm.proxy._types import UserAPIKeyAuth
         from litellm.proxy.litellm_pre_call_utils import LiteLLMProxyRequestSetup
+
         _metadata_variable_name = "litellm_metadata"
         litellm_metadata = HealthCheckHelpers._get_metadata_for_health_check_call()
         model_params[_metadata_variable_name] = litellm_metadata
@@ -66,13 +67,14 @@ class HealthCheckHelpers:
             _metadata_variable_name=_metadata_variable_name,
         )
         return model_params
-    
+
     @staticmethod
     def _get_metadata_for_health_check_call():
         """
         Returns the metadata for the health check call.
         """
         from litellm.constants import LITTELM_INTERNAL_HEALTH_SERVICE_ACCOUNT_NAME
+
         return {
             "tags": [LITTELM_INTERNAL_HEALTH_SERVICE_ACCOUNT_NAME],
-        }
\ No newline at end of file
+        }
diff --git a/litellm/proxy/_experimental/out/_next/static/zvEphJL9GILaCMSn4AXPU/_buildManifest.js b/litellm/proxy/_experimental/out/_next/static/ILJ2l6ZzNB2f7RRsIZVJI/_buildManifest.js
similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/zvEphJL9GILaCMSn4AXPU/_buildManifest.js
rename to litellm/proxy/_experimental/out/_next/static/ILJ2l6ZzNB2f7RRsIZVJI/_buildManifest.js
diff --git a/litellm/proxy/_experimental/out/_next/static/zvEphJL9GILaCMSn4AXPU/_ssgManifest.js b/litellm/proxy/_experimental/out/_next/static/ILJ2l6ZzNB2f7RRsIZVJI/_ssgManifest.js
similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/zvEphJL9GILaCMSn4AXPU/_ssgManifest.js
rename to litellm/proxy/_experimental/out/_next/static/ILJ2l6ZzNB2f7RRsIZVJI/_ssgManifest.js
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/154-7bf3bbb913e68f71.js b/litellm/proxy/_experimental/out/_next/static/chunks/154-7bf3bbb913e68f71.js
new file mode 100644
index 0000000000..da2cab320b
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/154-7bf3bbb913e68f71.js
@@ -0,0 +1 @@
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console.error("Failed to add allowed IP:",e),e}},eg=async(e,t)=>{try{let o=l?"".concat(l,"/delete/allowed_ip"):"/delete/allowed_ip",a=await fetch(o,{method:"POST",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"},body:JSON.stringify({ip:t})});if(!a.ok){let e=await a.text();throw Error("Network response was not ok: ".concat(e))}let r=await a.json();return console.log("deleteAllowedIP:",r),r}catch(e){throw console.error("Failed to delete allowed IP:",e),e}},ef=async(e,t,o,a,r,n,c,s)=>{try{let t=l?"".concat(l,"/model/metrics"):"/model/metrics";a&&(t="".concat(t,"?_selected_model_group=").concat(a,"&startTime=").concat(r,"&endTime=").concat(n,"&api_key=").concat(c,"&customer=").concat(s));let o=await fetch(t,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!o.ok){let e=await o.text();throw w(e),Error("Network response was not ok")}return await o.json()}catch(e){throw console.error("Failed to create 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0!==arguments[3]&&arguments[3],r=arguments.length>4&&void 0!==arguments[4]?arguments[4]:null,n=(arguments.length>5&&void 0!==arguments[5]&&arguments[5],arguments.length>6&&void 0!==arguments[6]&&arguments[6]);console.log("in /models calls, globalLitellmHeaderName",g);try{let t=l?"".concat(l,"/models"):"/models",o=new URLSearchParams;o.append("include_model_access_groups","True"),!0===a&&o.append("return_wildcard_routes","True"),!0===n&&o.append("only_model_access_groups","True"),r&&o.append("team_id",r.toString()),o.toString()&&(t+="?".concat(o.toString()));let c=await fetch(t,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!c.ok){let e=await c.text();throw w(e),Error("Network response was not ok")}return await c.json()}catch(e){throw console.error("Failed to create key:",e),e}},eT=async(e,t)=>{try{let o=l?"".concat(l,"/global/spend/logs"):"/global/spend/logs";console.log("in keySpendLogsCall:",o);let a=await 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fetch("".concat(r),{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!n.ok)throw await n.text(),Error("Network response was not ok");let c=await n.json();return console.log(c),c}catch(e){throw console.error("Failed to create key:",e),e}},eS=async e=>{try{let t=l?"".concat(l,"/global/spend/all_tag_names"):"/global/spend/all_tag_names";console.log("in global/spend/all_tag_names call",t);let o=await fetch("".concat(t),{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!o.ok)throw await o.text(),Error("Network response was not ok");let a=await o.json();return console.log(a),a}catch(e){throw console.error("Failed to create key:",e),e}},ev=async e=>{try{let t=l?"".concat(l,"/global/all_end_users"):"/global/all_end_users";console.log("in global/all_end_users call",t);let o=await fetch("".concat(t),{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!o.ok)throw await o.text(),Error("Network response was not ok");let a=await o.json();return console.log(a),a}catch(e){throw console.error("Failed to create key:",e),e}},eb=async(e,t)=>{try{let o=l?"".concat(l,"/user/filter/ui"):"/user/filter/ui";t.get("user_email")&&(o+="?user_email=".concat(t.get("user_email"))),t.get("user_id")&&(o+="?user_id=".concat(t.get("user_id")));let a=await fetch(o,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!a.ok){let e=await a.text();throw w(e),Error("Network response was not ok")}return await a.json()}catch(e){throw console.error("Failed to create key:",e),e}},eN=async(e,t,o,a,r,n)=>{try{console.log("user role in spend logs call: ".concat(o));let t=l?"".concat(l,"/spend/logs"):"/spend/logs";t="App Owner"==o?"".concat(t,"?user_id=").concat(a,"&start_date=").concat(r,"&end_date=").concat(n):"".concat(t,"?start_date=").concat(r,"&end_date=").concat(n);let c=await fetch(t,{method:"GET",headers:{[g]:"Bearer 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c={method:"POST",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"},body:n},s=await fetch(r,c);if(!s.ok){let e=await s.text();throw w(e),Error("Network response was not ok")}let i=await s.json();return console.log(i),i}catch(e){throw console.error("Failed to create key:",e),e}},eB=async(e,t,o,a)=>{try{let r=l?"".concat(l,"/global/spend/provider"):"/global/spend/provider";o&&a&&(r+="?start_date=".concat(o,"&end_date=").concat(a)),t&&(r+="&api_key=".concat(t));let n={method:"GET",headers:{[g]:"Bearer ".concat(e)}},c=await fetch(r,n);if(!c.ok){let e=await c.text();throw w(e),Error("Network response was not ok")}let s=await c.json();return console.log(s),s}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eG=async(e,t,o)=>{try{let a=l?"".concat(l,"/global/activity"):"/global/activity";t&&o&&(a+="?start_date=".concat(t,"&end_date=").concat(o));let r={method:"GET",headers:{[g]:"Bearer ".concat(e)}},n=await fetch(a,r);if(!n.ok)throw await n.text(),Error("Network response was not ok");let c=await n.json();return console.log(c),c}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eJ=async(e,t,o)=>{try{let a=l?"".concat(l,"/global/activity/cache_hits"):"/global/activity/cache_hits";t&&o&&(a+="?start_date=".concat(t,"&end_date=").concat(o));let r={method:"GET",headers:{[g]:"Bearer ".concat(e)}},n=await fetch(a,r);if(!n.ok)throw await n.text(),Error("Network response was not ok");let c=await n.json();return console.log(c),c}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eU=async(e,t,o)=>{try{let a=l?"".concat(l,"/global/activity/model"):"/global/activity/model";t&&o&&(a+="?start_date=".concat(t,"&end_date=").concat(o));let r={method:"GET",headers:{[g]:"Bearer ".concat(e)}},n=await fetch(a,r);if(!n.ok)throw await n.text(),Error("Network response was not ok");let c=await n.json();return console.log(c),c}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eA=async(e,t,o,a)=>{try{let r=l?"".concat(l,"/global/activity/exceptions"):"/global/activity/exceptions";t&&o&&(r+="?start_date=".concat(t,"&end_date=").concat(o)),a&&(r+="&model_group=".concat(a));let n={method:"GET",headers:{[g]:"Bearer ".concat(e)}},c=await fetch(r,n);if(!c.ok)throw await c.text(),Error("Network response was not ok");let s=await c.json();return console.log(s),s}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eR=async(e,t,o,a)=>{try{let r=l?"".concat(l,"/global/activity/exceptions/deployment"):"/global/activity/exceptions/deployment";t&&o&&(r+="?start_date=".concat(t,"&end_date=").concat(o)),a&&(r+="&model_group=".concat(a));let n={method:"GET",headers:{[g]:"Bearer ".concat(e)}},c=await fetch(r,n);if(!c.ok)throw await c.text(),Error("Network response was not ok");let s=await c.json();return console.log(s),s}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eI=async e=>{try{let t=l?"".concat(l,"/global/spend/models?limit=5"):"/global/spend/models?limit=5",o=await fetch(t,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!o.ok){let e=await o.text();throw w(e),Error("Network response was not ok")}let a=await o.json();return console.log(a),a}catch(e){throw console.error("Failed to create key:",e),e}},eM=async(e,t)=>{try{let o=l?"".concat(l,"/v2/key/info"):"/v2/key/info",a=await fetch(o,{method:"POST",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"},body:JSON.stringify({keys:t})});if(!a.ok){let e=await a.text();if(e.includes("Invalid proxy server token passed"))throw Error("Invalid proxy server token passed");throw w(e),Error("Network response was not ok")}let r=await a.json();return console.log(r),r}catch(e){throw console.error("Failed to create key:",e),e}},eL=async(e,t,o)=>{try{console.log("Sending model connection test request:",JSON.stringify(t));let r=l?"".concat(l,"/health/test_connection"):"/health/test_connection",n=await fetch(r,{method:"POST",headers:{"Content-Type":"application/json",[g]:"Bearer ".concat(e)},body:JSON.stringify({litellm_params:t,mode:o})}),c=n.headers.get("content-type");if(!c||!c.includes("application/json")){let e=await n.text();throw console.error("Received non-JSON response:",e),Error("Received non-JSON response (".concat(n.status,": ").concat(n.statusText,"). 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p=l?"".concat(l,"/key/list"):"/key/list";console.log("in keyListCall");let h=new URLSearchParams;o&&h.append("team_id",o.toString()),t&&h.append("organization_id",t.toString()),a&&h.append("key_alias",a),n&&h.append("key_hash",n),r&&h.append("user_id",r.toString()),c&&h.append("page",c.toString()),s&&h.append("size",s.toString()),i&&h.append("sort_by",i),d&&h.append("sort_order",d),h.append("return_full_object","true"),h.append("include_team_keys","true");let u=h.toString();u&&(p+="?".concat(u));let f=await fetch(p,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!f.ok){let e=await f.text();throw w(e),Error("Network response was not ok")}let m=await f.json();return console.log("/team/list API Response:",m),m}catch(e){throw console.error("Failed to create key:",e),e}},eV=async(e,t)=>{try{let o=l?"".concat(l,"/spend/users"):"/spend/users";console.log("in spendUsersCall:",o);let a=await 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e=await o.text();throw w(e),Error("Network response was not ok")}let a=await o.json();return console.log(a),a}catch(e){throw console.error("Failed to get requested models:",e),e}},eZ=async(e,t,o)=>{try{let a=l?"".concat(l,"/user/daily/activity/aggregated"):"/user/daily/activity/aggregated",r=new URLSearchParams,n=e=>{let t=e.getFullYear(),o=String(e.getMonth()+1).padStart(2,"0"),a=String(e.getDate()).padStart(2,"0");return"".concat(t,"-").concat(o,"-").concat(a)};r.append("start_date",n(t)),r.append("end_date",n(o));let c=r.toString();c&&(a+="?".concat(c));let s=await fetch(a,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!s.ok){let e=await s.text();throw w(e),Error("Network response was not ok")}return await s.json()}catch(e){throw console.error("Failed to fetch aggregated user daily activity:",e),e}},eY=async(e,t)=>{try{let o=l?"".concat(l,"/user/get_users?role=").concat(t):"/user/get_users?role=".concat(t);console.log("in 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console.error("Failed to add allowed IP:",e),e}},ep=async(e,t)=>{try{let o=l?"".concat(l,"/delete/allowed_ip"):"/delete/allowed_ip",a=await fetch(o,{method:"POST",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"},body:JSON.stringify({ip:t})});if(!a.ok){let e=await a.text();throw Error("Network response was not ok: ".concat(e))}let r=await a.json();return console.log("deleteAllowedIP:",r),r}catch(e){throw console.error("Failed to delete allowed IP:",e),e}},eh=async(e,t,o,a,r,n,c,s)=>{try{let t=l?"".concat(l,"/model/metrics"):"/model/metrics";a&&(t="".concat(t,"?_selected_model_group=").concat(a,"&startTime=").concat(r,"&endTime=").concat(n,"&api_key=").concat(c,"&customer=").concat(s));let o=await fetch(t,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!o.ok){let e=await o.text();throw w(e),Error("Network response was not ok")}return await o.json()}catch(e){throw console.error("Failed to create 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0!==arguments[3]&&arguments[3],r=arguments.length>4&&void 0!==arguments[4]?arguments[4]:null,n=(arguments.length>5&&void 0!==arguments[5]&&arguments[5],arguments.length>6&&void 0!==arguments[6]&&arguments[6]);console.log("in /models calls, globalLitellmHeaderName",g);try{let t=l?"".concat(l,"/models"):"/models",o=new URLSearchParams;o.append("include_model_access_groups","True"),!0===a&&o.append("return_wildcard_routes","True"),!0===n&&o.append("only_model_access_groups","True"),r&&o.append("team_id",r.toString()),o.toString()&&(t+="?".concat(o.toString()));let c=await fetch(t,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!c.ok){let e=await c.text();throw w(e),Error("Network response was not ok")}return await c.json()}catch(e){throw console.error("Failed to create key:",e),e}},ey=async(e,t)=>{try{let o=l?"".concat(l,"/global/spend/logs"):"/global/spend/logs";console.log("in keySpendLogsCall:",o);let a=await 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fetch("".concat(r),{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!n.ok)throw await n.text(),Error("Network response was not ok");let c=await n.json();return console.log(c),c}catch(e){throw console.error("Failed to create key:",e),e}},e_=async e=>{try{let t=l?"".concat(l,"/global/spend/all_tag_names"):"/global/spend/all_tag_names";console.log("in global/spend/all_tag_names call",t);let o=await fetch("".concat(t),{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!o.ok)throw await o.text(),Error("Network response was not ok");let a=await o.json();return console.log(a),a}catch(e){throw console.error("Failed to create key:",e),e}},eT=async e=>{try{let t=l?"".concat(l,"/global/all_end_users"):"/global/all_end_users";console.log("in global/all_end_users call",t);let o=await fetch("".concat(t),{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!o.ok)throw await o.text(),Error("Network response was not ok");let a=await o.json();return console.log(a),a}catch(e){throw console.error("Failed to create key:",e),e}},eE=async(e,t)=>{try{let o=l?"".concat(l,"/user/filter/ui"):"/user/filter/ui";t.get("user_email")&&(o+="?user_email=".concat(t.get("user_email"))),t.get("user_id")&&(o+="?user_id=".concat(t.get("user_id")));let a=await fetch(o,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!a.ok){let e=await a.text();throw w(e),Error("Network response was not ok")}return await a.json()}catch(e){throw console.error("Failed to create key:",e),e}},ej=async(e,t,o,a,r,n)=>{try{console.log("user role in spend logs call: ".concat(o));let t=l?"".concat(l,"/spend/logs"):"/spend/logs";t="App Owner"==o?"".concat(t,"?user_id=").concat(a,"&start_date=").concat(r,"&end_date=").concat(n):"".concat(t,"?start_date=").concat(r,"&end_date=").concat(n);let c=await fetch(t,{method:"GET",headers:{[g]:"Bearer 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c={method:"POST",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"},body:n},s=await fetch(r,c);if(!s.ok){let e=await s.text();throw w(e),Error("Network response was not ok")}let i=await s.json();return console.log(i),i}catch(e){throw console.error("Failed to create key:",e),e}},eF=async(e,t,o,a)=>{try{let r=l?"".concat(l,"/global/spend/provider"):"/global/spend/provider";o&&a&&(r+="?start_date=".concat(o,"&end_date=").concat(a)),t&&(r+="&api_key=".concat(t));let n={method:"GET",headers:{[g]:"Bearer ".concat(e)}},c=await fetch(r,n);if(!c.ok){let e=await c.text();throw w(e),Error("Network response was not ok")}let s=await c.json();return console.log(s),s}catch(e){throw console.error("Failed to fetch spend data:",e),e}},ex=async(e,t,o)=>{try{let a=l?"".concat(l,"/global/activity"):"/global/activity";t&&o&&(a+="?start_date=".concat(t,"&end_date=").concat(o));let r={method:"GET",headers:{[g]:"Bearer ".concat(e)}},n=await fetch(a,r);if(!n.ok)throw await n.text(),Error("Network response was not ok");let c=await n.json();return console.log(c),c}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eP=async(e,t,o)=>{try{let a=l?"".concat(l,"/global/activity/cache_hits"):"/global/activity/cache_hits";t&&o&&(a+="?start_date=".concat(t,"&end_date=").concat(o));let r={method:"GET",headers:{[g]:"Bearer ".concat(e)}},n=await fetch(a,r);if(!n.ok)throw await n.text(),Error("Network response was not ok");let c=await n.json();return console.log(c),c}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eO=async(e,t,o)=>{try{let a=l?"".concat(l,"/global/activity/model"):"/global/activity/model";t&&o&&(a+="?start_date=".concat(t,"&end_date=").concat(o));let r={method:"GET",headers:{[g]:"Bearer ".concat(e)}},n=await fetch(a,r);if(!n.ok)throw await n.text(),Error("Network response was not ok");let c=await n.json();return console.log(c),c}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eB=async(e,t,o,a)=>{try{let r=l?"".concat(l,"/global/activity/exceptions"):"/global/activity/exceptions";t&&o&&(r+="?start_date=".concat(t,"&end_date=").concat(o)),a&&(r+="&model_group=".concat(a));let n={method:"GET",headers:{[g]:"Bearer ".concat(e)}},c=await fetch(r,n);if(!c.ok)throw await c.text(),Error("Network response was not ok");let s=await c.json();return console.log(s),s}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eG=async(e,t,o,a)=>{try{let r=l?"".concat(l,"/global/activity/exceptions/deployment"):"/global/activity/exceptions/deployment";t&&o&&(r+="?start_date=".concat(t,"&end_date=").concat(o)),a&&(r+="&model_group=".concat(a));let n={method:"GET",headers:{[g]:"Bearer ".concat(e)}},c=await fetch(r,n);if(!c.ok)throw await c.text(),Error("Network response was not ok");let s=await c.json();return console.log(s),s}catch(e){throw console.error("Failed to fetch spend data:",e),e}},eJ=async e=>{try{let t=l?"".concat(l,"/global/spend/models?limit=5"):"/global/spend/models?limit=5",o=await fetch(t,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!o.ok){let e=await o.text();throw w(e),Error("Network response was not ok")}let a=await o.json();return console.log(a),a}catch(e){throw console.error("Failed to create key:",e),e}},eU=async(e,t)=>{try{let o=l?"".concat(l,"/v2/key/info"):"/v2/key/info",a=await fetch(o,{method:"POST",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"},body:JSON.stringify({keys:t})});if(!a.ok){let e=await a.text();if(e.includes("Invalid proxy server token passed"))throw Error("Invalid proxy server token passed");throw w(e),Error("Network response was not ok")}let r=await a.json();return console.log(r),r}catch(e){throw console.error("Failed to create key:",e),e}},eA=async(e,t,o)=>{try{console.log("Sending model connection test request:",JSON.stringify(t));let r=l?"".concat(l,"/health/test_connection"):"/health/test_connection",n=await fetch(r,{method:"POST",headers:{"Content-Type":"application/json",[g]:"Bearer ".concat(e)},body:JSON.stringify({litellm_params:t,mode:o})}),c=n.headers.get("content-type");if(!c||!c.includes("application/json")){let e=await n.text();throw console.error("Received non-JSON response:",e),Error("Received non-JSON response (".concat(n.status,": ").concat(n.statusText,"). Check network tab for details."))}let s=await n.json();if(!n.ok||"error"===s.status){if("error"===s.status);else{var a;return{status:"error",message:(null===(a=s.error)||void 0===a?void 0:a.message)||"Connection test failed: ".concat(n.status," ").concat(n.statusText)}}}return s}catch(e){throw console.error("Model connection test error:",e),e}},eI=async(e,t)=>{try{console.log("entering keyInfoV1Call");let o=l?"".concat(l,"/key/info"):"/key/info";o="".concat(o,"?key=").concat(t);let r=await fetch(o,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(console.log("response",r),!r.ok){let e=await r.text();w(e),a.ZP.error("Failed to fetch key info - "+e)}let n=await r.json();return console.log("data",n),n}catch(e){throw console.error("Failed to fetch key info:",e),e}},eR=async function(e,t,o,a,r,n,c,s){let i=arguments.length>8&&void 0!==arguments[8]?arguments[8]:null,d=arguments.length>9&&void 0!==arguments[9]?arguments[9]:null;try{let p=l?"".concat(l,"/key/list"):"/key/list";console.log("in keyListCall");let h=new URLSearchParams;o&&h.append("team_id",o.toString()),t&&h.append("organization_id",t.toString()),a&&h.append("key_alias",a),n&&h.append("key_hash",n),r&&h.append("user_id",r.toString()),c&&h.append("page",c.toString()),s&&h.append("size",s.toString()),i&&h.append("sort_by",i),d&&h.append("sort_order",d),h.append("return_full_object","true"),h.append("include_team_keys","true");let u=h.toString();u&&(p+="?".concat(u));let f=await fetch(p,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!f.ok){let e=await f.text();throw w(e),Error("Network response was not ok")}let m=await f.json();return console.log("/team/list API Response:",m),m}catch(e){throw console.error("Failed to create key:",e),e}},eM=async(e,t)=>{try{let o=l?"".concat(l,"/spend/users"):"/spend/users";console.log("in spendUsersCall:",o);let a=await 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e=await o.text();throw w(e),Error("Network response was not ok")}let a=await o.json();return console.log(a),a}catch(e){throw console.error("Failed to get requested models:",e),e}},eD=async(e,t,o)=>{try{let a=l?"".concat(l,"/user/daily/activity/aggregated"):"/user/daily/activity/aggregated",r=new URLSearchParams,n=e=>{let t=e.getFullYear(),o=String(e.getMonth()+1).padStart(2,"0"),a=String(e.getDate()).padStart(2,"0");return"".concat(t,"-").concat(o,"-").concat(a)};r.append("start_date",n(t)),r.append("end_date",n(o));let c=r.toString();c&&(a+="?".concat(c));let s=await fetch(a,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!s.ok){let e=await s.text();throw w(e),Error("Network response was not ok")}return await s.json()}catch(e){throw console.error("Failed to fetch aggregated user daily activity:",e),e}},eV=async(e,t)=>{try{let o=l?"".concat(l,"/user/get_users?role=").concat(t):"/user/get_users?role=".concat(t);console.log("in 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Check network tab for details."))}let c=await r.json();if(!r.ok||"error"===c.status){if("error"===c.status);else{var o;return{status:"error",message:(null===(o=c.error)||void 0===o?void 0:o.message)||"MCP connection test failed: ".concat(r.status," ").concat(r.statusText)}}}return c}catch(e){throw console.error("MCP connection test error:",e),e}},oi=async(e,t)=>{try{console.log("Testing MCP tools list with config:",JSON.stringify(t));let o=l?"".concat(l,"/mcp-rest/test/tools/list"):"/mcp-rest/test/tools/list",a=await fetch(o,{method:"POST",headers:{"Content-Type":"application/json",[g]:"Bearer ".concat(e)},body:JSON.stringify(t)}),r=a.headers.get("content-type");if(!r||!r.includes("application/json")){let e=await a.text();throw console.error("Received non-JSON response:",e),Error("Received non-JSON response (".concat(a.status,": ").concat(a.statusText,"). 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t=e.getFullYear(),o=String(e.getMonth()+1).padStart(2,"0"),a=String(e.getDate()).padStart(2,"0");return"".concat(t,"-").concat(o,"-").concat(a)};s.append("start_date",i(t)),s.append("end_date",i(o)),s.append("page",a.toString()),s.append("page_size",r.toString()),n&&s.append("user_agent_filter",n);let d=s.toString();d&&(c+="?".concat(d));let p=await fetch(c,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!p.ok){let e=await p.text();throw w(e),Error("Network response was not ok")}return await p.json()}catch(e){throw console.error("Failed to fetch user agent analytics:",e),e}},oh=async(e,t,o,a)=>{try{let r=l?"".concat(l,"/tag/dau"):"/tag/dau",n=new URLSearchParams;n.append("end_date",(e=>{let t=e.getFullYear(),o=String(e.getMonth()+1).padStart(2,"0"),a=String(e.getDate()).padStart(2,"0");return"".concat(t,"-").concat(o,"-").concat(a)})(t)),a&&a.length>0?a.forEach(e=>{n.append("tag_filters",e)}):o&&n.append("tag_filter",o);let c=n.toString();c&&(r+="?".concat(c));let s=await fetch(r,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!s.ok){let e=await s.text();throw w(e),Error("Network response was not ok")}return await s.json()}catch(e){throw console.error("Failed to fetch DAU:",e),e}},ou=async(e,t,o,a)=>{try{let r=l?"".concat(l,"/tag/wau"):"/tag/wau",n=new URLSearchParams;n.append("end_date",(e=>{let t=e.getFullYear(),o=String(e.getMonth()+1).padStart(2,"0"),a=String(e.getDate()).padStart(2,"0");return"".concat(t,"-").concat(o,"-").concat(a)})(t)),a&&a.length>0?a.forEach(e=>{n.append("tag_filters",e)}):o&&n.append("tag_filter",o);let c=n.toString();c&&(r+="?".concat(c));let s=await fetch(r,{method:"GET",headers:{[g]:"Bearer ".concat(e),"Content-Type":"application/json"}});if(!s.ok){let e=await s.text();throw w(e),Error("Network response was not ok")}return await s.json()}catch(e){throw console.error("Failed to fetch WAU:",e),e}},ow=async(e,t,o,a)=>{try{let 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/162-741f64e7b75eb970.js b/litellm/proxy/_experimental/out/_next/static/chunks/162-741f64e7b75eb970.js
deleted file mode 100644
index 58e4372f8d..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/162-741f64e7b75eb970.js
+++ /dev/null
@@ -1 +0,0 @@
-"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E||[]).push([[162],{36724:function(e,t,n){n.d(t,{Dx:function(){return i.Z},Zb:function(){return s.Z},xv:function(){return r.Z},zx:function(){return a.Z}});var a=n(20831),s=n(12514),r=n(84264),i=n(96761)},19130:function(e,t,n){n.d(t,{RM:function(){return s.Z},SC:function(){return l.Z},iA:function(){return a.Z},pj:function(){return r.Z},ss:function(){return i.Z},xs:function(){return o.Z}});var a=n(21626),s=n(97214),r=n(28241),i=n(58834),o=n(69552),l=n(71876)},88658:function(e,t,n){n.d(t,{L:function(){return s}});var a=n(49817);let s=e=>{let t;let{apiKeySource:n,accessToken:s,apiKey:r,inputMessage:i,chatHistory:o,selectedTags:l,selectedVectorStores:c,selectedGuardrails:d,endpointType:m,selectedModel:p,selectedSdk:u}=e,g="session"===n?s:r,x=window.location.origin,h=i||"Your prompt here",f=h.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),_=o.filter(e=>!e.isImage).map(e=>{let{role:t,content:n}=e;return{role:t,content:n}}),b={};l.length>0&&(b.tags=l),c.length>0&&(b.vector_stores=c),d.length>0&&(b.guardrails=d);let v=p||"your-model-name",j="azure"===u?'import openai\n\nclient = openai.AzureOpenAI(\n	api_key="'.concat(g||"YOUR_LITELLM_API_KEY",'",\n	azure_endpoint="').concat(x,'",\n	api_version="2024-02-01"\n)'):'import openai\n\nclient = openai.OpenAI(\n	api_key="'.concat(g||"YOUR_LITELLM_API_KEY",'",\n	base_url="').concat(x,'"\n)');switch(m){case a.KP.CHAT:{let e=Object.keys(b).length>0,n="";if(e){let e=JSON.stringify({metadata:b},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=_.length>0?_:[{role:"user",content:h}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.chat.completions.create(\n    model="'.concat(v,'",\n    messages=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(v,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(f,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(b).length>0,n="";if(e){let e=JSON.stringify({metadata:b},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=_.length>0?_:[{role:"user",content:h}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(v,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(v,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(f,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:t="azure"===u?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(v,'",\n	prompt="').concat(i,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:t="azure"===u?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;default:t="\n# Code generation for this endpoint is not implemented yet."}return"".concat(j,"\n").concat(t)}},49817:function(e,t,n){var a,s,r,i;n.d(t,{KP:function(){return s},vf:function(){return l}}),(r=a||(a={})).IMAGE_GENERATION="image_generation",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",(i=s||(s={})).IMAGE="image",i.CHAT="chat",i.RESPONSES="responses",i.IMAGE_EDITS="image_edits",i.ANTHROPIC_MESSAGES="anthropic_messages";let o={image_generation:"image",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages"},l=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let t=o[e];return console.log("endpointType:",t),t}return"chat"}},8048:function(e,t,n){n.d(t,{C:function(){return m}});var 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/162-f2925685093720a4.js b/litellm/proxy/_experimental/out/_next/static/chunks/162-f2925685093720a4.js
new file mode 100644
index 0000000000..61e8b1eeba
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/162-f2925685093720a4.js
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+"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E||[]).push([[162],{36724:function(e,t,n){n.d(t,{Dx:function(){return i.Z},Zb:function(){return s.Z},xv:function(){return r.Z},zx:function(){return a.Z}});var a=n(20831),s=n(12514),r=n(84264),i=n(96761)},19130:function(e,t,n){n.d(t,{RM:function(){return s.Z},SC:function(){return l.Z},iA:function(){return a.Z},pj:function(){return r.Z},ss:function(){return i.Z},xs:function(){return o.Z}});var a=n(21626),s=n(97214),r=n(28241),i=n(58834),o=n(69552),l=n(71876)},88658:function(e,t,n){n.d(t,{L:function(){return s}});var a=n(49817);let s=e=>{let t;let{apiKeySource:n,accessToken:s,apiKey:r,inputMessage:i,chatHistory:o,selectedTags:l,selectedVectorStores:c,selectedGuardrails:d,endpointType:m,selectedModel:p,selectedSdk:u}=e,g="session"===n?s:r,x=window.location.origin,h=i||"Your prompt here",f=h.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),_=o.filter(e=>!e.isImage).map(e=>{let{role:t,content:n}=e;return{role:t,content:n}}),b={};l.length>0&&(b.tags=l),c.length>0&&(b.vector_stores=c),d.length>0&&(b.guardrails=d);let v=p||"your-model-name",j="azure"===u?'import openai\n\nclient = openai.AzureOpenAI(\n	api_key="'.concat(g||"YOUR_LITELLM_API_KEY",'",\n	azure_endpoint="').concat(x,'",\n	api_version="2024-02-01"\n)'):'import openai\n\nclient = openai.OpenAI(\n	api_key="'.concat(g||"YOUR_LITELLM_API_KEY",'",\n	base_url="').concat(x,'"\n)');switch(m){case a.KP.CHAT:{let e=Object.keys(b).length>0,n="";if(e){let e=JSON.stringify({metadata:b},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=_.length>0?_:[{role:"user",content:h}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.chat.completions.create(\n    model="'.concat(v,'",\n    messages=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(v,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(f,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(b).length>0,n="";if(e){let e=JSON.stringify({metadata:b},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=_.length>0?_:[{role:"user",content:h}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(v,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(v,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(f,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:t="azure"===u?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(v,'",\n	prompt="').concat(i,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:t="azure"===u?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;default:t="\n# Code generation for this endpoint is not implemented yet."}return"".concat(j,"\n").concat(t)}},49817:function(e,t,n){var a,s,r,i;n.d(t,{KP:function(){return s},vf:function(){return l}}),(r=a||(a={})).IMAGE_GENERATION="image_generation",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",(i=s||(s={})).IMAGE="image",i.CHAT="chat",i.RESPONSES="responses",i.IMAGE_EDITS="image_edits",i.ANTHROPIC_MESSAGES="anthropic_messages";let o={image_generation:"image",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages"},l=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let t=o[e];return console.log("endpointType:",t),t}return"chat"}},29488:function(e,t,n){n.d(t,{Hc:function(){return 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/172-2755b782e3848de3.js b/litellm/proxy/_experimental/out/_next/static/chunks/172-25e8f67ccf021150.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/172-2755b782e3848de3.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/172-25e8f67ccf021150.js
index 1a56d33e3e..28e153daca 100644
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/172-25e8f67ccf021150.js
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es;en(this,l,"m",j).call(this)}[(s=new WeakMap,c=new WeakMap,u=new WeakMap,d=new WeakMap,f=new WeakMap,p=new WeakMap,h=new WeakMap,m=new WeakMap,g=new WeakMap,v=new WeakMap,y=new WeakMap,b=new WeakMap,x=new WeakMap,w=new WeakMap,E=new WeakMap,l=new WeakSet,k=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},S=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ea("stream ended without producing a content block with type=text");return e.join(" ")},O=function(){this.ended||et(this,s,void 0,"f")},C=function(e){if(this.ended)return;let t=en(this,l,"m",_).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tO(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,s,t,"f")}},j=function(){if(this.ended)throw new ea("stream has ended, this shouldn't happen");let e=en(this,s,"f");if(!e)throw new ea("request ended without sending any chunks");return et(this,s,void 0,"f"),e},_=function(e){let t=en(this,s,"f");if("message_start"===e.type){if(t)throw new ea(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ea(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.container=e.delta.container,t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tO(n)){let t=n[tE]||"";if(Object.defineProperty(n,tE,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t)try{n.input=tS(t)}catch(n){let e=new ea(`Unable to parse tool parameter JSON from model. Please retry your request or adjust your prompt. Error: ${n}. JSON: ${t}`);en(this,E,"f").call(this,e)}}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e$(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}let tj={"claude-opus-4-20250514":8192,"claude-opus-4-0":8192,"claude-4-opus-20250514":8192,"anthropic.claude-opus-4-20250514-v1:0":8192,"claude-opus-4@20250514":8192},t_={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};class tP extends tc{constructor(){super(...arguments),this.batches=new ty(this._client)}create(e,t){let{betas:n,...r}=e;r.model in t_&&console.warn(`The model '${r.model}' is deprecated and will reach end-of-life on ${t_[r.model]}
+Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let o=this._client._options.timeout;if(!r.stream&&null==o){let e=tj[r.model]??void 0;o=this._client.calculateNonstreamingTimeout(r.max_tokens,e)}return this._client.post("/v1/messages?beta=true",{body:r,timeout:o??6e5,...t,headers:tf([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}stream(e,t){return tC.createMessage(this,e,t)}countTokens(e,t){let{betas:n,...r}=e;return this._client.post("/v1/messages/count_tokens?beta=true",{body:r,...t,headers:tf([{"anthropic-beta":[...n??[],"token-counting-2024-11-01"].toString()},t?.headers])})}}tP.Batches=ty;class tN extends tc{constructor(){super(...arguments),this.models=new tg(this._client),this.messages=new tP(this._client),this.files=new tm(this._client)}}tN.Models=tg,tN.Messages=tP,tN.Files=tm;class tT extends tc{create(e,t){let{betas:n,...r}=e;return this._client.post("/v1/complete",{body:r,timeout:this._client._options.timeout??6e5,...t,headers:tf([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}}let tA="__json_buf";function tM(e){return"tool_use"===e.type||"server_tool_use"===e.type}class tI{constructor(){P.add(this),this.messages=[],this.receivedMessages=[],N.set(this,void 0),this.controller=new AbortController,T.set(this,void 0),A.set(this,()=>{}),M.set(this,()=>{}),I.set(this,void 0),R.set(this,()=>{}),D.set(this,()=>{}),L.set(this,{}),Z.set(this,!1),z.set(this,!1),B.set(this,!1),F.set(this,!1),H.set(this,void 0),q.set(this,void 0),K.set(this,e=>{if(et(this,z,!0,"f"),eo(e)&&(e=new es),e instanceof es)return et(this,B,!0,"f"),this._emit("abort",e);if(e instanceof ea)return this._emit("error",e);if(e instanceof Error){let t=new ea(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new ea(String(e)))}),et(this,T,new Promise((e,t)=>{et(this,A,e,"f"),et(this,M,t,"f")}),"f"),et(this,I,new Promise((e,t)=>{et(this,R,e,"f"),et(this,D,t,"f")}),"f"),en(this,T,"f").catch(()=>{}),en(this,I,"f").catch(()=>{})}get response(){return en(this,H,"f")}get request_id(){return en(this,q,"f")}async withResponse(){let e=await en(this,T,"f");if(!e)throw Error("Could not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tI;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tI;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,K,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",$).call(this);let{response:o,data:i}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(o),i))en(this,P,"m",V).call(this,e);if(i.controller.signal?.aborted)throw new es;en(this,P,"m",X).call(this)}_connected(e){this.ended||(et(this,H,e,"f"),et(this,q,e?.headers.get("request-id"),"f"),en(this,A,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,Z,"f")}get errored(){return en(this,z,"f")}get aborted(){return en(this,B,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,L,"f")[e]||(en(this,L,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,L,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,L,"f")[e]||(en(this,L,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,F,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,F,!0,"f"),await en(this,I,"f")}get currentMessage(){return en(this,N,"f")}async finalMessage(){return await this.done(),en(this,P,"m",U).call(this)}async finalText(){return await this.done(),en(this,P,"m",W).call(this)}_emit(e,...t){if(en(this,Z,"f"))return;"end"===e&&(et(this,Z,!0,"f"),en(this,R,"f").call(this));let n=en(this,L,"f")[e];if(n&&(en(this,L,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,F,"f")||n?.length||Promise.reject(e),en(this,M,"f").call(this,e),en(this,D,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,F,"f")||n?.length||Promise.reject(e),en(this,M,"f").call(this,e),en(this,D,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,P,"m",U).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",$).call(this),this._connected(null);let r=e$.fromReadableStream(e,this.controller);for await(let e of r)en(this,P,"m",V).call(this,e);if(r.controller.signal?.aborted)throw new es;en(this,P,"m",X).call(this)}[(N=new WeakMap,T=new WeakMap,A=new WeakMap,M=new WeakMap,I=new WeakMap,R=new WeakMap,D=new WeakMap,L=new WeakMap,Z=new WeakMap,z=new WeakMap,B=new WeakMap,F=new WeakMap,H=new WeakMap,q=new WeakMap,K=new WeakMap,P=new WeakSet,U=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},W=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ea("stream ended without producing a content block with type=text");return e.join(" ")},$=function(){this.ended||et(this,N,void 0,"f")},V=function(e){if(this.ended)return;let t=en(this,P,"m",G).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tM(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,N,t,"f")}},X=function(){if(this.ended)throw new ea("stream has ended, this shouldn't happen");let e=en(this,N,"f");if(!e)throw new ea("request ended without sending any chunks");return et(this,N,void 0,"f"),e},G=function(e){let t=en(this,N,"f");if("message_start"===e.type){if(t)throw new ea(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ea(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tM(n)){let t=n[tA]||"";Object.defineProperty(n,tA,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t&&(n.input=tS(t))}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e$(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}class tR extends tc{create(e,t){return this._client.post("/v1/messages/batches",{body:e,...t})}retrieve(e,t){return this._client.get(th`/v1/messages/batches/${e}`,t)}list(e={},t){return this._client.getAPIList("/v1/messages/batches",e2,{query:e,...t})}delete(e,t){return this._client.delete(th`/v1/messages/batches/${e}`,t)}cancel(e,t){return this._client.post(th`/v1/messages/batches/${e}/cancel`,t)}async results(e,t){let n=await this.retrieve(e);if(!n.results_url)throw new ea(`No batch \`results_url\`; Has it finished processing? ${n.processing_status} - ${n.id}`);return this._client.get(n.results_url,{...t,headers:tf([{Accept:"application/binary"},t?.headers]),stream:!0,__binaryResponse:!0})._thenUnwrap((e,t)=>tv.fromResponse(t.response,t.controller))}}class tD extends tc{constructor(){super(...arguments),this.batches=new tR(this._client)}create(e,t){e.model in tL&&console.warn(`The model '${e.model}' is deprecated and will reach end-of-life on ${tL[e.model]}
+Please migrate to a newer model. 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JSON.parse(e.substring(a,e.lastIndexOf("e")))}catch(e){i(String(e))}}},d=()=>{for(;r<n&&" \n\r	".includes(e[r]);)r++};return a()},nq=e=>(function(e,t=nz.ALL){if("string"!=typeof e)throw TypeError(`expecting str, got ${typeof e}`);if(!e.trim())throw Error(`${e} is empty`);return nH(e.trim(),t)})(e,nz.ALL^nz.NUM);var nU=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n},nW=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)};class nK extends nL{constructor(e){super(),eh.add(this),em.set(this,void 0),eg.set(this,void 0),ev.set(this,void 0),nU(this,em,e,"f"),nU(this,eg,[],"f")}get currentChatCompletionSnapshot(){return nW(this,ev,"f")}static fromReadableStream(e){let t=new nK(null);return t._run(()=>t._fromReadableStream(e)),t}static createChatCompletion(e,t,n){let r=new nK(t);return r._run(()=>r._runChatCompletion(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createChatCompletion(e,t,n){super._createChatCompletion;let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),nW(this,eh,"m",ey).call(this);let o=await e.chat.completions.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))nW(this,eh,"m",ex).call(this,e);if(o.controller.signal?.aborted)throw new A;return this._addChatCompletion(nW(this,eh,"m",eS).call(this))}async _fromReadableStream(e,t){let n;let r=t?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),nW(this,eh,"m",ey).call(this),this._connected();let o=e5.fromReadableStream(e,this.controller);for await(let e of o)n&&n!==e.id&&this._addChatCompletion(nW(this,eh,"m",eS).call(this)),nW(this,eh,"m",ex).call(this,e),n=e.id;if(o.controller.signal?.aborted)throw new A;return this._addChatCompletion(nW(this,eh,"m",eS).call(this))}[(em=new WeakMap,eg=new WeakMap,ev=new WeakMap,eh=new WeakSet,ey=function(){this.ended||nU(this,ev,void 0,"f")},eb=function(e){let t=nW(this,eg,"f")[e.index];return t||(t={content_done:!1,refusal_done:!1,logprobs_content_done:!1,logprobs_refusal_done:!1,done_tool_calls:new Set,current_tool_call_index:null},nW(this,eg,"f")[e.index]=t),t},ex=function(e){if(this.ended)return;let t=nW(this,eh,"m",eO).call(this,e);for(let n of(this._emit("chunk",e,t),e.choices)){let e=t.choices[n.index];null!=n.delta.content&&e.message?.role==="assistant"&&e.message?.content&&(this._emit("content",n.delta.content,e.message.content),this._emit("content.delta",{delta:n.delta.content,snapshot:e.message.content,parsed:e.message.parsed})),null!=n.delta.refusal&&e.message?.role==="assistant"&&e.message?.refusal&&this._emit("refusal.delta",{delta:n.delta.refusal,snapshot:e.message.refusal}),n.logprobs?.content!=null&&e.message?.role==="assistant"&&this._emit("logprobs.content.delta",{content:n.logprobs?.content,snapshot:e.logprobs?.content??[]}),n.logprobs?.refusal!=null&&e.message?.role==="assistant"&&this._emit("logprobs.refusal.delta",{refusal:n.logprobs?.refusal,snapshot:e.logprobs?.refusal??[]});let r=nW(this,eh,"m",eb).call(this,e);for(let t of(e.finish_reason&&(nW(this,eh,"m",ek).call(this,e),null!=r.current_tool_call_index&&nW(this,eh,"m",ew).call(this,e,r.current_tool_call_index)),n.delta.tool_calls??[]))r.current_tool_call_index!==t.index&&(nW(this,eh,"m",ek).call(this,e),null!=r.current_tool_call_index&&nW(this,eh,"m",ew).call(this,e,r.current_tool_call_index)),r.current_tool_call_index=t.index;for(let t of n.delta.tool_calls??[]){let n=e.message.tool_calls?.[t.index];n?.type&&(n?.type==="function"?this._emit("tool_calls.function.arguments.delta",{name:n.function?.name,index:t.index,arguments:n.function.arguments,parsed_arguments:n.function.parsed_arguments,arguments_delta:t.function?.arguments??""}):n?.type)}}},ew=function(e,t){if(nW(this,eh,"m",eb).call(this,e).done_tool_calls.has(t))return;let n=e.message.tool_calls?.[t];if(!n)throw Error("no tool call snapshot");if(!n.type)throw Error("tool call snapshot missing `type`");if("function"===n.type){let e=nW(this,em,"f")?.tools?.find(e=>"function"===e.type&&e.function.name===n.function.name);this._emit("tool_calls.function.arguments.done",{name:n.function.name,index:t,arguments:n.function.arguments,parsed_arguments:nM(e)?e.$parseRaw(n.function.arguments):e?.function.strict?JSON.parse(n.function.arguments):null})}else n.type},ek=function(e){let t=nW(this,eh,"m",eb).call(this,e);if(e.message.content&&!t.content_done){t.content_done=!0;let n=nW(this,eh,"m",eE).call(this);this._emit("content.done",{content:e.message.content,parsed:n?n.$parseRaw(e.message.content):null})}e.message.refusal&&!t.refusal_done&&(t.refusal_done=!0,this._emit("refusal.done",{refusal:e.message.refusal})),e.logprobs?.content&&!t.logprobs_content_done&&(t.logprobs_content_done=!0,this._emit("logprobs.content.done",{content:e.logprobs.content})),e.logprobs?.refusal&&!t.logprobs_refusal_done&&(t.logprobs_refusal_done=!0,this._emit("logprobs.refusal.done",{refusal:e.logprobs.refusal}))},eS=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");let e=nW(this,ev,"f");if(!e)throw new N("request ended without sending any chunks");return nU(this,ev,void 0,"f"),nU(this,eg,[],"f"),function(e,t){var n;let{id:r,choices:o,created:i,model:a,system_fingerprint:l,...s}=e;return n={...s,id:r,choices:o.map(({message:t,finish_reason:n,index:r,logprobs:o,...i})=>{if(!n)throw new N(`missing finish_reason for choice ${r}`);let{content:a=null,function_call:l,tool_calls:s,...c}=t,u=t.role;if(!u)throw new N(`missing role for choice ${r}`);if(l){let{arguments:e,name:s}=l;if(null==e)throw new N(`missing function_call.arguments for choice ${r}`);if(!s)throw new N(`missing function_call.name for choice ${r}`);return{...i,message:{content:a,function_call:{arguments:e,name:s},role:u,refusal:t.refusal??null},finish_reason:n,index:r,logprobs:o}}return s?{...i,index:r,finish_reason:n,logprobs:o,message:{...c,role:u,content:a,refusal:t.refusal??null,tool_calls:s.map((t,n)=>{let{function:o,type:i,id:a,...l}=t,{arguments:s,name:c,...u}=o||{};if(null==a)throw new N(`missing choices[${r}].tool_calls[${n}].id
+${n$(e)}`);if(null==i)throw new N(`missing choices[${r}].tool_calls[${n}].type
+${n$(e)}`);if(null==c)throw new N(`missing choices[${r}].tool_calls[${n}].function.name
+${n$(e)}`);if(null==s)throw new N(`missing choices[${r}].tool_calls[${n}].function.arguments
+${n$(e)}`);return{...l,id:a,type:i,function:{...u,name:c,arguments:s}}})}}:{...i,message:{...c,content:a,role:u,refusal:t.refusal??null},finish_reason:n,index:r,logprobs:o}}),created:i,model:a,object:"chat.completion",...l?{system_fingerprint:l}:{}},t&&nR(t)?nI(n,t):{...n,choices:n.choices.map(e=>({...e,message:{...e.message,parsed:null,...e.message.tool_calls?{tool_calls:e.message.tool_calls}:void 0}}))}}(e,nW(this,em,"f"))},eE=function(){let e=nW(this,em,"f")?.response_format;return nA(e)?e:null},eO=function(e){var t,n,r,o;let i=nW(this,ev,"f"),{choices:a,...l}=e;for(let{delta:a,finish_reason:s,index:c,logprobs:u=null,...d}of(i?Object.assign(i,l):i=nU(this,ev,{...l,choices:[]},"f"),e.choices)){let e=i.choices[c];if(e||(e=i.choices[c]={finish_reason:s,index:c,message:{},logprobs:u,...d}),u){if(e.logprobs){let{content:r,refusal:o,...i}=u;Object.assign(e.logprobs,i),r&&((t=e.logprobs).content??(t.content=[]),e.logprobs.content.push(...r)),o&&((n=e.logprobs).refusal??(n.refusal=[]),e.logprobs.refusal.push(...o))}else e.logprobs=Object.assign({},u)}if(s&&(e.finish_reason=s,nW(this,em,"f")&&nR(nW(this,em,"f")))){if("length"===s)throw new q;if("content_filter"===s)throw new U}if(Object.assign(e,d),!a)continue;let{content:l,refusal:f,function_call:p,role:h,tool_calls:m,...g}=a;if(Object.assign(e.message,g),f&&(e.message.refusal=(e.message.refusal||"")+f),h&&(e.message.role=h),p&&(e.message.function_call?(p.name&&(e.message.function_call.name=p.name),p.arguments&&((r=e.message.function_call).arguments??(r.arguments=""),e.message.function_call.arguments+=p.arguments)):e.message.function_call=p),l&&(e.message.content=(e.message.content||"")+l,!e.message.refusal&&nW(this,eh,"m",eE).call(this)&&(e.message.parsed=nq(e.message.content))),m)for(let{index:t,id:n,type:r,function:i,...a}of(e.message.tool_calls||(e.message.tool_calls=[]),m)){let l=(o=e.message.tool_calls)[t]??(o[t]={});Object.assign(l,a),n&&(l.id=n),r&&(l.type=r),i&&(l.function??(l.function={name:i.name??"",arguments:""})),i?.name&&(l.function.name=i.name),i?.arguments&&(l.function.arguments+=i.arguments,function(e,t){if(!e)return!1;let n=e.tools?.find(e=>e.function?.name===t.function.name);return nM(n)||n?.function.strict||!1}(nW(this,em,"f"),l)&&(l.function.parsed_arguments=nq(l.function.arguments)))}}return i},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("chunk",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e5(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function n$(e){return JSON.stringify(e)}class nV extends nK{static fromReadableStream(e){let t=new nV(null);return t._run(()=>t._fromReadableStream(e)),t}static runFunctions(e,t,n){let r=new nV(null),o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new nV(t),o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}}class nX extends tG{parse(e,t){return!function(e){for(let t of e??[]){if("function"!==t.type)throw new N(`Currently only \`function\` tool types support auto-parsing; Received \`${t.type}\``);if(!0!==t.function.strict)throw new N(`The \`${t.function.name}\` tool is not marked with \`strict: true\`. Only strict function tools can be auto-parsed`)}}(e.tools),this._client.chat.completions.create(e,{...t,headers:{...t?.headers,"X-Stainless-Helper-Method":"beta.chat.completions.parse"}})._thenUnwrap(t=>nI(t,e))}runFunctions(e,t){return e.stream?nV.runFunctions(this._client,e,t):nZ.runFunctions(this._client,e,t)}runTools(e,t){return e.stream?nV.runTools(this._client,e,t):nZ.runTools(this._client,e,t)}stream(e,t){return nK.createChatCompletion(this._client,e,t)}}class nG extends tG{constructor(){super(...arguments),this.completions=new nX(this._client)}}(nG||(nG={})).Completions=nX;class nY extends tG{create(e,t){return this._client.post("/realtime/sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class nQ extends tG{create(e,t){return this._client.post("/realtime/transcription_sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class nJ extends tG{constructor(){super(...arguments),this.sessions=new nY(this._client),this.transcriptionSessions=new nQ(this._client)}}nJ.Sessions=nY,nJ.TranscriptionSessions=nQ;var n0=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)},n1=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n};class n2 extends nT{constructor(){super(...arguments),eC.add(this),ej.set(this,[]),e_.set(this,{}),eP.set(this,{}),eN.set(this,void 0),eT.set(this,void 0),eA.set(this,void 0),eM.set(this,void 0),eI.set(this,void 0),eR.set(this,void 0),eD.set(this,void 0),eL.set(this,void 0),eZ.set(this,void 0)}[(ej=new WeakMap,e_=new WeakMap,eP=new WeakMap,eN=new WeakMap,eT=new WeakMap,eA=new WeakMap,eM=new WeakMap,eI=new WeakMap,eR=new WeakMap,eD=new WeakMap,eL=new WeakMap,eZ=new WeakMap,eC=new WeakSet,Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("event",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}static fromReadableStream(e){let t=new n2;return t._run(()=>t._fromReadableStream(e)),t}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),this._connected();let r=e5.fromReadableStream(e,this.controller);for await(let e of r)n0(this,eC,"m",ez).call(this,e);if(r.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}toReadableStream(){return new e5(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}static createToolAssistantStream(e,t,n,r,o){let i=new n2;return i._run(()=>i._runToolAssistantStream(e,t,n,r,{...o,headers:{...o?.headers,"X-Stainless-Helper-Method":"stream"}})),i}async _createToolAssistantStream(e,t,n,r,o){let i=o?.signal;i&&(i.aborted&&this.controller.abort(),i.addEventListener("abort",()=>this.controller.abort()));let a={...r,stream:!0},l=await e.submitToolOutputs(t,n,a,{...o,signal:this.controller.signal});for await(let e of(this._connected(),l))n0(this,eC,"m",ez).call(this,e);if(l.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}static createThreadAssistantStream(e,t,n){let r=new n2;return r._run(()=>r._threadAssistantStream(e,t,{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}static createAssistantStream(e,t,n,r){let o=new n2;return o._run(()=>o._runAssistantStream(e,t,n,{...r,headers:{...r?.headers,"X-Stainless-Helper-Method":"stream"}})),o}currentEvent(){return n0(this,eD,"f")}currentRun(){return n0(this,eL,"f")}currentMessageSnapshot(){return n0(this,eN,"f")}currentRunStepSnapshot(){return n0(this,eZ,"f")}async finalRunSteps(){return await this.done(),Object.values(n0(this,e_,"f"))}async finalMessages(){return await this.done(),Object.values(n0(this,eP,"f"))}async finalRun(){if(await this.done(),!n0(this,eT,"f"))throw Error("Final run was not received.");return n0(this,eT,"f")}async _createThreadAssistantStream(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort()));let o={...t,stream:!0},i=await e.createAndRun(o,{...n,signal:this.controller.signal});for await(let e of(this._connected(),i))n0(this,eC,"m",ez).call(this,e);if(i.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}async _createAssistantStream(e,t,n,r){let o=r?.signal;o&&(o.aborted&&this.controller.abort(),o.addEventListener("abort",()=>this.controller.abort()));let i={...n,stream:!0},a=await e.create(t,i,{...r,signal:this.controller.signal});for await(let e of(this._connected(),a))n0(this,eC,"m",ez).call(this,e);if(a.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}static accumulateDelta(e,t){for(let[n,r]of Object.entries(t)){if(!e.hasOwnProperty(n)){e[n]=r;continue}let t=e[n];if(null==t||"index"===n||"type"===n){e[n]=r;continue}if("string"==typeof t&&"string"==typeof r)t+=r;else if("number"==typeof t&&"number"==typeof r)t+=r;else if(tX(t)&&tX(r))t=this.accumulateDelta(t,r);else if(Array.isArray(t)&&Array.isArray(r)){if(t.every(e=>"string"==typeof e||"number"==typeof e)){t.push(...r);continue}for(let e of r){if(!tX(e))throw Error(`Expected array delta entry to be an object but got: ${e}`);let n=e.index;if(null==n)throw console.error(e),Error("Expected array delta entry to have an `index` property");if("number"!=typeof n)throw Error(`Expected array delta entry \`index\` property to be a number but got ${n}`);let r=t[n];null==r?t.push(e):t[n]=this.accumulateDelta(r,e)}continue}else throw Error(`Unhandled record type: ${n}, deltaValue: ${r}, accValue: ${t}`);e[n]=t}return e}_addRun(e){return e}async _threadAssistantStream(e,t,n){return await this._createThreadAssistantStream(t,e,n)}async _runAssistantStream(e,t,n,r){return await this._createAssistantStream(t,e,n,r)}async _runToolAssistantStream(e,t,n,r,o){return await this._createToolAssistantStream(n,e,t,r,o)}}ez=function(e){if(!this.ended)switch(n1(this,eD,e,"f"),n0(this,eC,"m",eq).call(this,e),e.event){case"thread.created":break;case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":case"thread.run.requires_action":case"thread.run.completed":case"thread.run.incomplete":case"thread.run.failed":case"thread.run.cancelling":case"thread.run.cancelled":case"thread.run.expired":n0(this,eC,"m",e$).call(this,e);break;case"thread.run.step.created":case"thread.run.step.in_progress":case"thread.run.step.delta":case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":n0(this,eC,"m",eH).call(this,e);break;case"thread.message.created":case"thread.message.in_progress":case"thread.message.delta":case"thread.message.completed":case"thread.message.incomplete":n0(this,eC,"m",eF).call(this,e);break;case"error":throw Error("Encountered an error event in event processing - errors should be processed earlier")}},eB=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");if(!n0(this,eT,"f"))throw Error("Final run has not been received");return n0(this,eT,"f")},eF=function(e){let[t,n]=n0(this,eC,"m",eW).call(this,e,n0(this,eN,"f"));for(let e of(n1(this,eN,t,"f"),n0(this,eP,"f")[t.id]=t,n)){let n=t.content[e.index];n?.type=="text"&&this._emit("textCreated",n.text)}switch(e.event){case"thread.message.created":this._emit("messageCreated",e.data);break;case"thread.message.in_progress":break;case"thread.message.delta":if(this._emit("messageDelta",e.data.delta,t),e.data.delta.content)for(let n of e.data.delta.content){if("text"==n.type&&n.text){let e=n.text,r=t.content[n.index];if(r&&"text"==r.type)this._emit("textDelta",e,r.text);else throw Error("The snapshot associated with this text delta is not text or missing")}if(n.index!=n0(this,eA,"f")){if(n0(this,eM,"f"))switch(n0(this,eM,"f").type){case"text":this._emit("textDone",n0(this,eM,"f").text,n0(this,eN,"f"));break;case"image_file":this._emit("imageFileDone",n0(this,eM,"f").image_file,n0(this,eN,"f"))}n1(this,eA,n.index,"f")}n1(this,eM,t.content[n.index],"f")}break;case"thread.message.completed":case"thread.message.incomplete":if(void 0!==n0(this,eA,"f")){let t=e.data.content[n0(this,eA,"f")];if(t)switch(t.type){case"image_file":this._emit("imageFileDone",t.image_file,n0(this,eN,"f"));break;case"text":this._emit("textDone",t.text,n0(this,eN,"f"))}}n0(this,eN,"f")&&this._emit("messageDone",e.data),n1(this,eN,void 0,"f")}},eH=function(e){let t=n0(this,eC,"m",eU).call(this,e);switch(n1(this,eZ,t,"f"),e.event){case"thread.run.step.created":this._emit("runStepCreated",e.data);break;case"thread.run.step.delta":let n=e.data.delta;if(n.step_details&&"tool_calls"==n.step_details.type&&n.step_details.tool_calls&&"tool_calls"==t.step_details.type)for(let e of n.step_details.tool_calls)e.index==n0(this,eI,"f")?this._emit("toolCallDelta",e,t.step_details.tool_calls[e.index]):(n0(this,eR,"f")&&this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eI,e.index,"f"),n1(this,eR,t.step_details.tool_calls[e.index],"f"),n0(this,eR,"f")&&this._emit("toolCallCreated",n0(this,eR,"f")));this._emit("runStepDelta",e.data.delta,t);break;case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":n1(this,eZ,void 0,"f"),"tool_calls"==e.data.step_details.type&&n0(this,eR,"f")&&(this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eR,void 0,"f")),this._emit("runStepDone",e.data,t)}},eq=function(e){n0(this,ej,"f").push(e),this._emit("event",e)},eU=function(e){switch(e.event){case"thread.run.step.created":return n0(this,e_,"f")[e.data.id]=e.data,e.data;case"thread.run.step.delta":let t=n0(this,e_,"f")[e.data.id];if(!t)throw Error("Received a RunStepDelta before creation of a snapshot");let n=e.data;if(n.delta){let r=n2.accumulateDelta(t,n.delta);n0(this,e_,"f")[e.data.id]=r}return n0(this,e_,"f")[e.data.id];case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":case"thread.run.step.in_progress":n0(this,e_,"f")[e.data.id]=e.data}if(n0(this,e_,"f")[e.data.id])return n0(this,e_,"f")[e.data.id];throw Error("No snapshot available")},eW=function(e,t){let n=[];switch(e.event){case"thread.message.created":return[e.data,n];case"thread.message.delta":if(!t)throw Error("Received a delta with no existing snapshot (there should be one from message creation)");let r=e.data;if(r.delta.content)for(let e of r.delta.content)if(e.index in t.content){let n=t.content[e.index];t.content[e.index]=n0(this,eC,"m",eK).call(this,e,n)}else t.content[e.index]=e,n.push(e);return[t,n];case"thread.message.in_progress":case"thread.message.completed":case"thread.message.incomplete":if(t)return[t,n];throw Error("Received thread message event with no existing snapshot")}throw Error("Tried to accumulate a non-message event")},eK=function(e,t){return n2.accumulateDelta(t,e)},e$=function(e){switch(n1(this,eL,e.data,"f"),e.event){case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":break;case"thread.run.requires_action":case"thread.run.cancelled":case"thread.run.failed":case"thread.run.completed":case"thread.run.expired":n1(this,eT,e.data,"f"),n0(this,eR,"f")&&(this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eR,void 0,"f"))}};class n4 extends tG{create(e,t,n){return this._client.post(`/threads/${e}/messages`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}retrieve(e,t,n){return this._client.get(`/threads/${e}/messages/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}update(e,t,n,r){return this._client.post(`/threads/${e}/messages/${t}`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/threads/${e}/messages`,n6,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}del(e,t,n){return this._client.delete(`/threads/${e}/messages/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}}class n6 extends t0{}n4.MessagesPage=n6;class n3 extends tG{retrieve(e,t,n,r={},o){return tj(r)?this.retrieve(e,t,n,{},r):this._client.get(`/threads/${e}/runs/${t}/steps/${n}`,{query:r,...o,headers:{"OpenAI-Beta":"assistants=v2",...o?.headers}})}list(e,t,n={},r){return tj(n)?this.list(e,t,{},n):this._client.getAPIList(`/threads/${e}/runs/${t}/steps`,n8,{query:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}}class n8 extends t0{}n3.RunStepsPage=n8;class n5 extends tG{constructor(){super(...arguments),this.steps=new n3(this._client)}create(e,t,n){let{include:r,...o}=t;return this._client.post(`/threads/${e}/runs`,{query:{include:r},body:o,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers},stream:t.stream??!1})}retrieve(e,t,n){return this._client.get(`/threads/${e}/runs/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}update(e,t,n,r){return this._client.post(`/threads/${e}/runs/${t}`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/threads/${e}/runs`,n7,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}cancel(e,t,n){return this._client.post(`/threads/${e}/runs/${t}/cancel`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}async createAndPoll(e,t,n){let r=await this.create(e,t,n);return await this.poll(e,r.id,n)}createAndStream(e,t,n){return n2.createAssistantStream(e,this._client.beta.threads.runs,t,n)}async poll(e,t,n){let r={...n?.headers,"X-Stainless-Poll-Helper":"true"};for(n?.pollIntervalMs&&(r["X-Stainless-Custom-Poll-Interval"]=n.pollIntervalMs.toString());;){let{data:o,response:i}=await this.retrieve(e,t,{...n,headers:{...n?.headers,...r}}).withResponse();switch(o.status){case"queued":case"in_progress":case"cancelling":let a=5e3;if(n?.pollIntervalMs)a=n.pollIntervalMs;else{let e=i.headers.get("openai-poll-after-ms");if(e){let t=parseInt(e);isNaN(t)||(a=t)}}await tR(a);break;case"requires_action":case"incomplete":case"cancelled":case"completed":case"failed":case"expired":return o}}}stream(e,t,n){return n2.createAssistantStream(e,this._client.beta.threads.runs,t,n)}submitToolOutputs(e,t,n,r){return this._client.post(`/threads/${e}/runs/${t}/submit_tool_outputs`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers},stream:n.stream??!1})}async submitToolOutputsAndPoll(e,t,n,r){let o=await this.submitToolOutputs(e,t,n,r);return await this.poll(e,o.id,r)}submitToolOutputsStream(e,t,n,r){return n2.createToolAssistantStream(e,t,this._client.beta.threads.runs,n,r)}}class n7 extends t0{}n5.RunsPage=n7,n5.Steps=n3,n5.RunStepsPage=n8;class n9 extends tG{constructor(){super(...arguments),this.runs=new n5(this._client),this.messages=new n4(this._client)}create(e={},t){return tj(e)?this.create({},e):this._client.post("/threads",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}retrieve(e,t){return this._client.get(`/threads/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}update(e,t,n){return this._client.post(`/threads/${e}`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}del(e,t){return this._client.delete(`/threads/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}createAndRun(e,t){return this._client.post("/threads/runs",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers},stream:e.stream??!1})}async createAndRunPoll(e,t){let n=await this.createAndRun(e,t);return await this.runs.poll(n.thread_id,n.id,t)}createAndRunStream(e,t){return n2.createThreadAssistantStream(e,this._client.beta.threads,t)}}n9.Runs=n5,n9.RunsPage=n7,n9.Messages=n4,n9.MessagesPage=n6;class re extends tG{constructor(){super(...arguments),this.realtime=new nJ(this._client),this.chat=new nG(this._client),this.assistants=new nS(this._client),this.threads=new n9(this._client)}}re.Realtime=nJ,re.Assistants=nS,re.AssistantsPage=nE,re.Threads=n9;class rt extends tG{create(e,t){return this._client.post("/batches",{body:e,...t})}retrieve(e,t){return this._client.get(`/batches/${e}`,t)}list(e={},t){return tj(e)?this.list({},e):this._client.getAPIList("/batches",rn,{query:e,...t})}cancel(e,t){return this._client.post(`/batches/${e}/cancel`,t)}}class rn extends t0{}rt.BatchesPage=rn;class rr extends tG{create(e,t,n){return this._client.post(`/uploads/${e}/parts`,td({body:t,...n}))}}class ro extends tG{constructor(){super(...arguments),this.parts=new rr(this._client)}create(e,t){return this._client.post("/uploads",{body:e,...t})}cancel(e,t){return this._client.post(`/uploads/${e}/cancel`,t)}complete(e,t,n){return this._client.post(`/uploads/${e}/complete`,{body:t,...n})}}function ri(e,t){let n=e.output.map(e=>{if("function_call"===e.type)return{...e,parsed_arguments:function(e,t){var n,r;let o=(n=e.tools??[],r=t.name,n.find(e=>"function"===e.type&&e.name===r));return{...t,...t,parsed_arguments:o?.$brand==="auto-parseable-tool"?o.$parseRaw(t.arguments):o?.strict?JSON.parse(t.arguments):null}}(t,e)};if("message"===e.type){let n=e.content.map(e=>{var n;return"output_text"===e.type?{...e,parsed:(n=e.text,t.text?.format?.type!=="json_schema"?null:"$parseRaw"in t.text?.format?(t.text?.format).$parseRaw(n):JSON.parse(n))}:e});return{...e,content:n}}return e}),r=Object.assign({},e,{output:n});return Object.getOwnPropertyDescriptor(e,"output_text")||ra(r),Object.defineProperty(r,"output_parsed",{enumerable:!0,get(){for(let e of r.output)if("message"===e.type){for(let t of e.content)if("output_text"===t.type&&null!==t.parsed)return t.parsed}return null}}),r}function ra(e){let t=[];for(let n of e.output)if("message"===n.type)for(let e of n.content)"output_text"===e.type&&t.push(e.text);e.output_text=t.join("")}ro.Parts=rr;class rl extends tG{list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/responses/${e}/input_items`,rf,{query:t,...n})}}var rs=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n},rc=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)};class ru extends nT{constructor(e){super(),eV.add(this),eX.set(this,void 0),eG.set(this,void 0),eY.set(this,void 0),rs(this,eX,e,"f")}static createResponse(e,t,n){let r=new ru(t);return r._run(()=>r._createResponse(e,t,{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createResponse(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),rc(this,eV,"m",eQ).call(this);let o=await e.responses.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))rc(this,eV,"m",eJ).call(this,e);if(o.controller.signal?.aborted)throw new A;return rc(this,eV,"m",e0).call(this)}[(eX=new WeakMap,eG=new WeakMap,eY=new WeakMap,eV=new WeakSet,eQ=function(){this.ended||rs(this,eG,void 0,"f")},eJ=function(e){if(this.ended)return;let t=rc(this,eV,"m",e1).call(this,e);switch(this._emit("event",e),e.type){case"response.output_text.delta":{let n=t.output[e.output_index];if(!n)throw new N(`missing output at index ${e.output_index}`);if("message"===n.type){let t=n.content[e.content_index];if(!t)throw new N(`missing content at index ${e.content_index}`);if("output_text"!==t.type)throw new N(`expected content to be 'output_text', got ${t.type}`);this._emit("response.output_text.delta",{...e,snapshot:t.text})}break}case"response.function_call_arguments.delta":{let n=t.output[e.output_index];if(!n)throw new N(`missing output at index ${e.output_index}`);"function_call"===n.type&&this._emit("response.function_call_arguments.delta",{...e,snapshot:n.arguments});break}default:this._emit(e.type,e)}},e0=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");let e=rc(this,eG,"f");if(!e)throw new N("request ended without sending any events");rs(this,eG,void 0,"f");let t=function(e,t){return t&&nA(t.text?.format)?ri(e,t):{...e,output_parsed:null,output:e.output.map(e=>"function_call"===e.type?{...e,parsed_arguments:null}:"message"===e.type?{...e,content:e.content.map(e=>({...e,parsed:null}))}:e)}}(e,rc(this,eX,"f"));return rs(this,eY,t,"f"),t},e1=function(e){let t=rc(this,eG,"f");if(!t){if("response.created"!==e.type)throw new N(`When snapshot hasn't been set yet, expected 'response.created' event, got ${e.type}`);return rs(this,eG,e.response,"f")}switch(e.type){case"response.output_item.added":t.output.push(e.item);break;case"response.content_part.added":{let n=t.output[e.output_index];if(!n)throw 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0:o.map(e=>n.find(t=>t.id===e)).filter(Boolean))?r:[],e,"right")},i(e.options,c,"getRightHeaderGroups")),e.getFooterGroups=a(()=>[e.getHeaderGroups()],e=>[...e].reverse(),i(e.options,c,"getFooterGroups")),e.getLeftFooterGroups=a(()=>[e.getLeftHeaderGroups()],e=>[...e].reverse(),i(e.options,c,"getLeftFooterGroups")),e.getCenterFooterGroups=a(()=>[e.getCenterHeaderGroups()],e=>[...e].reverse(),i(e.options,c,"getCenterFooterGroups")),e.getRightFooterGroups=a(()=>[e.getRightHeaderGroups()],e=>[...e].reverse(),i(e.options,c,"getRightFooterGroups")),e.getFlatHeaders=a(()=>[e.getHeaderGroups()],e=>e.map(e=>e.headers).flat(),i(e.options,c,"getFlatHeaders")),e.getLeftFlatHeaders=a(()=>[e.getLeftHeaderGroups()],e=>e.map(e=>e.headers).flat(),i(e.options,c,"getLeftFlatHeaders")),e.getCenterFlatHeaders=a(()=>[e.getCenterHeaderGroups()],e=>e.map(e=>e.headers).flat(),i(e.options,c,"getCenterFlatHeaders")),e.getRightFlatHeaders=a(()=>[e.getRightHeaderGroups()],e=>e.map(e=>e.headers).flat(),i(e.options,c,"getRightFlatHeaders")),e.getCenterLeafHeaders=a(()=>[e.getCenterFlatHeaders()],e=>e.filter(e=>{var t;return!(null!=(t=e.subHeaders)&&t.length)}),i(e.options,c,"getCenterLeafHeaders")),e.getLeftLeafHeaders=a(()=>[e.getLeftFlatHeaders()],e=>e.filter(e=>{var t;return!(null!=(t=e.subHeaders)&&t.length)}),i(e.options,c,"getLeftLeafHeaders")),e.getRightLeafHeaders=a(()=>[e.getRightFlatHeaders()],e=>e.filter(e=>{var t;return!(null!=(t=e.subHeaders)&&t.length)}),i(e.options,c,"getRightLeafHeaders")),e.getLeafHeaders=a(()=>[e.getLeftHeaderGroups(),e.getCenterHeaderGroups(),e.getRightHeaderGroups()],(e,t,n)=>{var o,r,l,a,i,c;return[...null!=(o=null==(r=e[0])?void 0:r.headers)?o:[],...null!=(l=null==(a=t[0])?void 0:a.headers)?l:[],...null!=(i=null==(c=n[0])?void 0:c.headers)?i:[]].map(e=>e.getLeafHeaders()).flat()},i(e.options,c,"getLeafHeaders"))}},{getInitialState:e=>({columnVisibility:{},...e}),getDefaultOptions:e=>({onColumnVisibilityChange:r("columnVisibility",e)}),createColumn:(e,t)=>{e.toggleVisibility=n=>{e.getCanHide()&&t.setColumnVisibility(t=>({...t,[e.id]:null!=n?n:!e.getIsVisible()}))},e.getIsVisible=()=>{var n,o;let r=e.columns;return null==(n=r.length?r.some(e=>e.getIsVisible()):null==(o=t.getState().columnVisibility)?void 0:o[e.id])||n},e.getCanHide=()=>{var n,o;return(null==(n=e.columnDef.enableHiding)||n)&&(null==(o=t.options.enableHiding)||o)},e.getToggleVisibilityHandler=()=>t=>{null==e.toggleVisibility||e.toggleVisibility(t.target.checked)}},createRow:(e,t)=>{e._getAllVisibleCells=a(()=>[e.getAllCells(),t.getState().columnVisibility],e=>e.filter(e=>e.column.getIsVisible()),i(t.options,"debugRows","_getAllVisibleCells")),e.getVisibleCells=a(()=>[e.getLeftVisibleCells(),e.getCenterVisibleCells(),e.getRightVisibleCells()],(e,t,n)=>[...e,...t,...n],i(t.options,"debugRows","getVisibleCells"))},createTable:e=>{let t=(t,n)=>a(()=>[n(),n().filter(e=>e.getIsVisible()).map(e=>e.id).join("_")],e=>e.filter(e=>null==e.getIsVisible?void 0:e.getIsVisible()),i(e.options,"debugColumns",t));e.getVisibleFlatColumns=t("getVisibleFlatColumns",()=>e.getAllFlatColumns()),e.getVisibleLeafColumns=t("getVisibleLeafColumns",()=>e.getAllLeafColumns()),e.getLeftVisibleLeafColumns=t("getLeftVisibleLeafColumns",()=>e.getLeftLeafColumns()),e.getRightVisibleLeafColumns=t("getRightVisibleLeafColumns",()=>e.getRightLeafColumns()),e.getCenterVisibleLeafColumns=t("getCenterVisibleLeafColumns",()=>e.getCenterLeafColumns()),e.setColumnVisibility=t=>null==e.options.onColumnVisibilityChange?void 0:e.options.onColumnVisibilityChange(t),e.resetColumnVisibility=t=>{var n;e.setColumnVisibility(t?{}:null!=(n=e.initialState.columnVisibility)?n:{})},e.toggleAllColumnsVisible=t=>{var n;t=null!=(n=t)?n:!e.getIsAllColumnsVisible(),e.setColumnVisibility(e.getAllLeafColumns().reduce((e,n)=>({...e,[n.id]:t||!(null!=n.getCanHide&&n.getCanHide())}),{}))},e.getIsAllColumnsVisible=()=>!e.getAllLeafColumns().some(e=>!(null!=e.getIsVisible&&e.getIsVisible())),e.getIsSomeColumnsVisible=()=>e.getAllLeafColumns().some(e=>null==e.getIsVisible?void 0:e.getIsVisible()),e.getToggleAllColumnsVisibilityHandler=()=>t=>{var n;e.toggleAllColumnsVisible(null==(n=t.target)?void 0:n.checked)}}},{getInitialState:e=>({columnOrder:[],...e}),getDefaultOptions:e=>({onColumnOrderChange:r("columnOrder",e)}),createColumn:(e,t)=>{e.getIndex=a(e=>[M(t,e)],t=>t.findIndex(t=>t.id===e.id),i(t.options,"debugColumns","getIndex")),e.getIsFirstColumn=n=>{var o;return(null==(o=M(t,n)[0])?void 0:o.id)===e.id},e.getIsLastColumn=n=>{var o;let r=M(t,n);return(null==(o=r[r.length-1])?void 0:o.id)===e.id}},createTable:e=>{e.setColumnOrder=t=>null==e.options.onColumnOrderChange?void 0:e.options.onColumnOrderChange(t),e.resetColumnOrder=t=>{var n;e.setColumnOrder(t?[]:null!=(n=e.initialState.columnOrder)?n:[])},e._getOrderColumnsFn=a(()=>[e.getState().columnOrder,e.getState().grouping,e.options.groupedColumnMode],(e,t,n)=>o=>{let r=[];if(null!=e&&e.length){let t=[...e],n=[...o];for(;n.length&&t.length;){let e=t.shift(),o=n.findIndex(t=>t.id===e);o>-1&&r.push(n.splice(o,1)[0])}r=[...r,...n]}else r=o;return function(e,t,n){if(!(null!=t&&t.length)||!n)return e;let o=e.filter(e=>!t.includes(e.id));return"remove"===n?o:[...t.map(t=>e.find(e=>e.id===t)).filter(Boolean),...o]}(r,t,n)},i(e.options,"debugTable","_getOrderColumnsFn"))}},{getInitialState:e=>({columnPinning:x(),...e}),getDefaultOptions:e=>({onColumnPinningChange:r("columnPinning",e)}),createColumn:(e,t)=>{e.pin=n=>{let o=e.getLeafColumns().map(e=>e.id).filter(Boolean);t.setColumnPinning(e=>{var t,r,l,a,i,c;return"right"===n?{left:(null!=(l=null==e?void 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r?null!=(n=null==(o=t.getState().columnPinning)||null==(o=o[r])?void 0:o.indexOf(e.id))?n:-1:0}},createRow:(e,t)=>{e.getCenterVisibleCells=a(()=>[e._getAllVisibleCells(),t.getState().columnPinning.left,t.getState().columnPinning.right],(e,t,n)=>{let o=[...null!=t?t:[],...null!=n?n:[]];return e.filter(e=>!o.includes(e.column.id))},i(t.options,"debugRows","getCenterVisibleCells")),e.getLeftVisibleCells=a(()=>[e._getAllVisibleCells(),t.getState().columnPinning.left],(e,t)=>(null!=t?t:[]).map(t=>e.find(e=>e.column.id===t)).filter(Boolean).map(e=>({...e,position:"left"})),i(t.options,"debugRows","getLeftVisibleCells")),e.getRightVisibleCells=a(()=>[e._getAllVisibleCells(),t.getState().columnPinning.right],(e,t)=>(null!=t?t:[]).map(t=>e.find(e=>e.column.id===t)).filter(Boolean).map(e=>({...e,position:"right"})),i(t.options,"debugRows","getRightVisibleCells"))},createTable:e=>{e.setColumnPinning=t=>null==e.options.onColumnPinningChange?void 0:e.options.onColumnPinningChange(t),e.resetColumnPinning=t=>{var n,o;return e.setColumnPinning(t?x():null!=(n=null==(o=e.initialState)?void 0:o.columnPinning)?n:x())},e.getIsSomeColumnsPinned=t=>{var n,o,r;let l=e.getState().columnPinning;return t?!!(null==(n=l[t])?void 0:n.length):!!((null==(o=l.left)?void 0:o.length)||(null==(r=l.right)?void 0:r.length))},e.getLeftLeafColumns=a(()=>[e.getAllLeafColumns(),e.getState().columnPinning.left],(e,t)=>(null!=t?t:[]).map(t=>e.find(e=>e.id===t)).filter(Boolean),i(e.options,"debugColumns","getLeftLeafColumns")),e.getRightLeafColumns=a(()=>[e.getAllLeafColumns(),e.getState().columnPinning.right],(e,t)=>(null!=t?t:[]).map(t=>e.find(e=>e.id===t)).filter(Boolean),i(e.options,"debugColumns","getRightLeafColumns")),e.getCenterLeafColumns=a(()=>[e.getAllLeafColumns(),e.getState().columnPinning.left,e.getState().columnPinning.right],(e,t,n)=>{let o=[...null!=t?t:[],...null!=n?n:[]];return e.filter(e=>!o.includes(e.id))},i(e.options,"debugColumns","getCenterLeafColumns"))}},{createColumn:(e,t)=>{e._getFacetedRowModel=t.options.getFacetedRowModel&&t.options.getFacetedRowModel(t,e.id),e.getFacetedRowModel=()=>e._getFacetedRowModel?e._getFacetedRowModel():t.getPreFilteredRowModel(),e._getFacetedUniqueValues=t.options.getFacetedUniqueValues&&t.options.getFacetedUniqueValues(t,e.id),e.getFacetedUniqueValues=()=>e._getFacetedUniqueValues?e._getFacetedUniqueValues():new Map,e._getFacetedMinMaxValues=t.options.getFacetedMinMaxValues&&t.options.getFacetedMinMaxValues(t,e.id),e.getFacetedMinMaxValues=()=>{if(e._getFacetedMinMaxValues)return e._getFacetedMinMaxValues()}}},{getDefaultColumnDef:()=>({filterFn:"auto"}),getInitialState:e=>({columnFilters:[],...e}),getDefaultOptions:e=>({onColumnFiltersChange:r("columnFilters",e),filterFromLeafRows:!1,maxLeafRowFilterDepth:100}),createColumn:(e,t)=>{e.getAutoFilterFn=()=>{let n=t.getCoreRowModel().flatRows[0],o=null==n?void 0:n.getValue(e.id);return"string"==typeof o?w.includesString:"number"==typeof o?w.inNumberRange:"boolean"==typeof o||null!==o&&"object"==typeof o?w.equals:Array.isArray(o)?w.arrIncludes:w.weakEquals},e.getFilterFn=()=>{var n,o;return l(e.columnDef.filterFn)?e.columnDef.filterFn:"auto"===e.columnDef.filterFn?e.getAutoFilterFn():null!=(n=null==(o=t.options.filterFns)?void 0:o[e.columnDef.filterFn])?n:w[e.columnDef.filterFn]},e.getCanFilter=()=>{var n,o,r;return(null==(n=e.columnDef.enableColumnFilter)||n)&&(null==(o=t.options.enableColumnFilters)||o)&&(null==(r=t.options.enableFilters)||r)&&!!e.accessorFn},e.getIsFiltered=()=>e.getFilterIndex()>-1,e.getFilterValue=()=>{var n;return null==(n=t.getState().columnFilters)||null==(n=n.find(t=>t.id===e.id))?void 0:n.value},e.getFilterIndex=()=>{var n,o;return null!=(n=null==(o=t.getState().columnFilters)?void 0:o.findIndex(t=>t.id===e.id))?n:-1},e.setFilterValue=n=>{t.setColumnFilters(t=>{var r,l;let a=e.getFilterFn(),i=null==t?void 0:t.find(t=>t.id===e.id),c=o(n,i?i.value:void 0);if(R(a,c,e))return null!=(r=null==t?void 0:t.filter(t=>t.id!==e.id))?r:[];let u={id:e.id,value:c};return i?null!=(l=null==t?void 0:t.map(t=>t.id===e.id?u:t))?l:[]:null!=t&&t.length?[...t,u]:[u]})}},createRow:(e,t)=>{e.columnFilters={},e.columnFiltersMeta={}},createTable:e=>{e.setColumnFilters=t=>{let n=e.getAllLeafColumns();null==e.options.onColumnFiltersChange||e.options.onColumnFiltersChange(e=>{var r;return null==(r=o(t,e))?void 0:r.filter(e=>{let t=n.find(t=>t.id===e.id);return!(t&&R(t.getFilterFn(),e.value,t))})})},e.resetColumnFilters=t=>{var n,o;e.setColumnFilters(t?[]:null!=(n=null==(o=e.initialState)?void 0:o.columnFilters)?n:[])},e.getPreFilteredRowModel=()=>e.getCoreRowModel(),e.getFilteredRowModel=()=>(!e._getFilteredRowModel&&e.options.getFilteredRowModel&&(e._getFilteredRowModel=e.options.getFilteredRowModel(e)),e.options.manualFiltering||!e._getFilteredRowModel)?e.getPreFilteredRowModel():e._getFilteredRowModel()}},{createTable:e=>{e._getGlobalFacetedRowModel=e.options.getFacetedRowModel&&e.options.getFacetedRowModel(e,"__global__"),e.getGlobalFacetedRowModel=()=>e.options.manualFiltering||!e._getGlobalFacetedRowModel?e.getPreFilteredRowModel():e._getGlobalFacetedRowModel(),e._getGlobalFacetedUniqueValues=e.options.getFacetedUniqueValues&&e.options.getFacetedUniqueValues(e,"__global__"),e.getGlobalFacetedUniqueValues=()=>e._getGlobalFacetedUniqueValues?e._getGlobalFacetedUniqueValues():new Map,e._getGlobalFacetedMinMaxValues=e.options.getFacetedMinMaxValues&&e.options.getFacetedMinMaxValues(e,"__global__"),e.getGlobalFacetedMinMaxValues=()=>{if(e._getGlobalFacetedMinMaxValues)return e._getGlobalFacetedMinMaxValues()}}},{getInitialState:e=>({globalFilter:void 0,...e}),getDefaultOptions:e=>({onGlobalFilterChange:r("globalFilter",e),globalFilterFn:"auto",getColumnCanGlobalFilter:t=>{var n;let o=null==(n=e.getCoreRowModel().flatRows[0])||null==(n=n._getAllCellsByColumnId()[t.id])?void 0:n.getValue();return"string"==typeof o||"number"==typeof o}}),createColumn:(e,t)=>{e.getCanGlobalFilter=()=>{var n,o,r,l;return(null==(n=e.columnDef.enableGlobalFilter)||n)&&(null==(o=t.options.enableGlobalFilter)||o)&&(null==(r=t.options.enableFilters)||r)&&(null==(l=null==t.options.getColumnCanGlobalFilter?void 0:t.options.getColumnCanGlobalFilter(e))||l)&&!!e.accessorFn}},createTable:e=>{e.getGlobalAutoFilterFn=()=>w.includesString,e.getGlobalFilterFn=()=>{var t,n;let{globalFilterFn:o}=e.options;return l(o)?o:"auto"===o?e.getGlobalAutoFilterFn():null!=(t=null==(n=e.options.filterFns)?void 0:n[o])?t:w[o]},e.setGlobalFilter=t=>{null==e.options.onGlobalFilterChange||e.options.onGlobalFilterChange(t)},e.resetGlobalFilter=t=>{e.setGlobalFilter(t?void 0:e.initialState.globalFilter)}}},{getInitialState:e=>({sorting:[],...e}),getDefaultColumnDef:()=>({sortingFn:"auto",sortUndefined:1}),getDefaultOptions:e=>({onSortingChange:r("sorting",e),isMultiSortEvent:e=>e.shiftKey}),createColumn:(e,t)=>{e.getAutoSortingFn=()=>{let n=t.getFilteredRowModel().flatRows.slice(10),o=!1;for(let t of n){let n=null==t?void 0:t.getValue(e.id);if("[object Date]"===Object.prototype.toString.call(n))return H.datetime;if("string"==typeof n&&(o=!0,n.split(Z).length>1))return H.alphanumeric}return o?H.text:H.basic},e.getAutoSortDir=()=>{let n=t.getFilteredRowModel().flatRows[0];return"string"==typeof(null==n?void 0:n.getValue(e.id))?"asc":"desc"},e.getSortingFn=()=>{var n,o;if(!e)throw Error();return l(e.columnDef.sortingFn)?e.columnDef.sortingFn:"auto"===e.columnDef.sortingFn?e.getAutoSortingFn():null!=(n=null==(o=t.options.sortingFns)?void 0:o[e.columnDef.sortingFn])?n:H[e.columnDef.sortingFn]},e.toggleSorting=(n,o)=>{let r=e.getNextSortingOrder(),l=null!=n;t.setSorting(a=>{let i;let c=null==a?void 0:a.find(t=>t.id===e.id),u=null==a?void 0:a.findIndex(t=>t.id===e.id),s=[],d=l?n:"desc"===r;if("toggle"!=(i=null!=a&&a.length&&e.getCanMultiSort()&&o?c?"toggle":"add":null!=a&&a.length&&u!==a.length-1?"replace":c?"toggle":"replace")||l||r||(i="remove"),"add"===i){var g;(s=[...a,{id:e.id,desc:d}]).splice(0,s.length-(null!=(g=t.options.maxMultiSortColCount)?g:Number.MAX_SAFE_INTEGER))}else s="toggle"===i?a.map(t=>t.id===e.id?{...t,desc:d}:t):"remove"===i?a.filter(t=>t.id!==e.id):[{id:e.id,desc:d}];return s})},e.getFirstSortDir=()=>{var n,o;return(null!=(n=null!=(o=e.columnDef.sortDescFirst)?o:t.options.sortDescFirst)?n:"desc"===e.getAutoSortDir())?"desc":"asc"},e.getNextSortingOrder=n=>{var o,r;let l=e.getFirstSortDir(),a=e.getIsSorted();return a?(a===l||null!=(o=t.options.enableSortingRemoval)&&!o||!!n&&null!=(r=t.options.enableMultiRemove)&&!r)&&("desc"===a?"asc":"desc"):l},e.getCanSort=()=>{var n,o;return(null==(n=e.columnDef.enableSorting)||n)&&(null==(o=t.options.enableSorting)||o)&&!!e.accessorFn},e.getCanMultiSort=()=>{var n,o;return null!=(n=null!=(o=e.columnDef.enableMultiSort)?o:t.options.enableMultiSort)?n:!!e.accessorFn},e.getIsSorted=()=>{var n;let o=null==(n=t.getState().sorting)?void 0:n.find(t=>t.id===e.id);return!!o&&(o.desc?"desc":"asc")},e.getSortIndex=()=>{var n,o;return null!=(n=null==(o=t.getState().sorting)?void 0:o.findIndex(t=>t.id===e.id))?n:-1},e.clearSorting=()=>{t.setSorting(t=>null!=t&&t.length?t.filter(t=>t.id!==e.id):[])},e.getToggleSortingHandler=()=>{let n=e.getCanSort();return 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deleted file mode 100644
index c477b5c254..0000000000
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t=s.props.onMouseDown;l()(t)&&t(s.getMouseInfo(e),e)}),tn(e3(s),"handleMouseUp",function(e){var t=s.props.onMouseUp;l()(t)&&t(s.getMouseInfo(e),e)}),tn(e3(s),"handleTouchMove",function(e){null!=e.changedTouches&&e.changedTouches.length>0&&s.throttleTriggeredAfterMouseMove(e.changedTouches[0])}),tn(e3(s),"handleTouchStart",function(e){null!=e.changedTouches&&e.changedTouches.length>0&&s.handleMouseDown(e.changedTouches[0])}),tn(e3(s),"handleTouchEnd",function(e){null!=e.changedTouches&&e.changedTouches.length>0&&s.handleMouseUp(e.changedTouches[0])}),tn(e3(s),"triggerSyncEvent",function(e){void 0!==s.props.syncId&&eA.emit(eM,s.props.syncId,e,s.eventEmitterSymbol)}),tn(e3(s),"applySyncEvent",function(e){var t=s.props,n=t.layout,r=t.syncMethod,o=s.state.updateId,i=e.dataStartIndex,a=e.dataEndIndex;if(void 0!==e.dataStartIndex||void 0!==e.dataEndIndex)s.setState(tt({dataStartIndex:i,dataEndIndex:a},O({props:s.props,dataStartIndex:i,dataEndIndex:a,updateId:o},s.state)));else if(void 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r.createElement(eY,{key:m,activeCoordinate:a,activePayload:l,activeTooltipIndex:u,chartName:n,element:e,isActive:p,layout:h,offset:c,tooltipAxisBandSize:d,tooltipEventType:f})}),tn(e3(s),"renderPolarAxis",function(e,t,n){var o=d()(e,"type.axisType"),i=d()(s.state,"".concat(o,"Map")),a=i&&i[e.props["".concat(o,"Id")]];return(0,r.cloneElement)(e,tt(tt({},a),{},{className:o,key:e.key||"".concat(t,"-").concat(n),ticks:(0,T.uY)(a,!0)}))}),tn(e3(s),"renderGrid",function(e){var t=s.state,n=t.xAxisMap,o=t.yAxisMap,i=t.offset,a=(0,A.Kt)(n),l=v()(o,function(e){return b()(e.domain,Number.isFinite)})||(0,A.Kt)(o),c=e.props||{};return(0,r.cloneElement)(e,{key:e.key||"grid",x:(0,A.hj)(c.x)?c.x:i.left,y:(0,A.hj)(c.y)?c.y:i.top,width:(0,A.hj)(c.width)?c.width:i.width,height:(0,A.hj)(c.height)?c.height:i.height,xAxis:a,yAxis:l,verticalCoordinatesGenerator:c.verticalCoordinatesGenerator,horizontalCoordinatesGenerator:c.horizontalCoordinatesGenerator})}),tn(e3(s),"renderPolarGrid",function(e){var t=e.props,n=t.radialLines,o=t.polarAngles,i=t.polarRadius,a=s.state,l=a.radiusAxisMap,c=a.angleAxisMap,u=(0,A.Kt)(l),d=(0,A.Kt)(c),f=d.cx,p=d.cy,h=d.innerRadius,m=d.outerRadius;return(0,r.cloneElement)(e,{polarAngles:Array.isArray(o)?o:(0,T.uY)(d,!0).map(function(e){return e.coordinate}),polarRadius:Array.isArray(i)?i:(0,T.uY)(u,!0).map(function(e){return e.coordinate}),cx:f,cy:p,innerRadius:h,outerRadius:m,key:e.key||"polar-grid",radialLines:n})}),tn(e3(s),"renderLegend",function(){var e=s.state.formattedGraphicalItems,t=s.props,n=t.children,o=t.width,i=t.height,a=s.props.margin||{},l=o-(a.left||0)-(a.right||0),c=(0,J.z)({children:n,formattedGraphicalItems:e,legendWidth:l,legendContent:p});if(!c)return null;var u=c.item,d=e4(c,eQ);return(0,r.cloneElement)(u,tt(tt({},d),{},{chartWidth:o,chartHeight:i,margin:a,onBBoxUpdate:s.handleLegendBBoxUpdate}))}),tn(e3(s),"renderTooltip",function(){var e,t=s.props.children,n=(0,_.sP)(t,E.u);if(!n)return null;var o=s.state,i=o.isTooltipActive,a=o.activeCoordinate,l=o.activePayload,c=o.activeLabel,u=o.offset,d=null!==(e=n.props.active)&&void 0!==e?e:i;return(0,r.cloneElement)(n,{viewBox:tt(tt({},u),{},{x:u.left,y:u.top}),active:d,label:c,payload:d?l:[],coordinate:a})}),tn(e3(s),"renderBrush",function(e){var t=s.props,n=t.margin,o=t.data,i=s.state,a=i.offset,l=i.dataStartIndex,c=i.dataEndIndex,u=i.updateId;return(0,r.cloneElement)(e,{key:e.key||"_recharts-brush",onChange:(0,T.DO)(s.handleBrushChange,e.props.onChange),data:o,x:(0,A.hj)(e.props.x)?e.props.x:a.left,y:(0,A.hj)(e.props.y)?e.props.y:a.top+a.height+a.brushBottom-(n.bottom||0),width:(0,A.hj)(e.props.width)?e.props.width:a.width,startIndex:l,endIndex:c,updateId:"brush-".concat(u)})}),tn(e3(s),"renderReferenceElement",function(e,t,n){if(!e)return null;var o=e3(s).clipPathId,i=s.state,a=i.xAxisMap,l=i.yAxisMap,c=i.offset,u=e.props,d=u.xAxisId,f=u.yAxisId;return(0,r.cloneElement)(e,{key:e.key||"".concat(t,"-").concat(n),xAxis:a[d],yAxis:l[f],viewBox:{x:c.left,y:c.top,width:c.width,height:c.height},clipPathId:o})}),tn(e3(s),"renderActivePoints",function(e){var t=e.item,n=e.activePoint,r=e.basePoint,o=e.childIndex,i=e.isRange,a=[],l=t.props.key,s=t.item.props,u=s.activeDot,d=tt(tt({index:o,dataKey:s.dataKey,cx:n.x,cy:n.y,r:4,fill:(0,T.fk)(t.item),strokeWidth:2,stroke:"#fff",payload:n.payload,value:n.value,key:"".concat(l,"-activePoint-").concat(o)},(0,_.L6)(u,!1)),(0,eI.Ym)(u));return a.push(c.renderActiveDot(u,d)),r?a.push(c.renderActiveDot(u,tt(tt({},d),{},{cx:r.x,cy:r.y,key:"".concat(l,"-basePoint-").concat(o)}))):i&&a.push(null),a}),tn(e3(s),"renderGraphicChild",function(e,t,n){var o=s.filterFormatItem(e,t,n);if(!o)return null;var a=s.getTooltipEventType(),l=s.state,c=l.isTooltipActive,u=l.tooltipAxis,d=l.activeTooltipIndex,f=l.activeLabel,p=s.props.children,h=(0,_.sP)(p,E.u),m=o.props,g=m.points,v=m.isRange,y=m.baseLine,b=o.item.props,x=b.activeDot,w=b.hide,k=b.activeBar,S=b.activeShape,O={};"axis"!==a&&h&&"click"===h.props.trigger?O={onClick:(0,T.DO)(s.handleItemMouseEnter,e.props.onClick)}:"axis"!==a&&(O={onMouseLeave:(0,T.DO)(s.handleItemMouseLeave,e.props.onMouseLeave),onMouseEnter:(0,T.DO)(s.handleItemMouseEnter,e.props.onMouseEnter)});var C=(0,r.cloneElement)(e,tt(tt({},o.props),O));if(!w&&c&&h&&(x||k||S)){if(d>=0){if(u.dataKey&&!u.allowDuplicatedCategory){var j="function"==typeof u.dataKey?function(e){return"function"==typeof u.dataKey?u.dataKey(e.payload):null}:"payload.".concat(u.dataKey.toString());N=(0,A.Ap)(g,j,f),M=v&&y&&(0,A.Ap)(y,j,f)}else N=null==g?void 0:g[d],M=v&&y&&y[d];if(S||k){var P=void 0!==e.props.activeIndex?e.props.activeIndex:d;return[(0,r.cloneElement)(e,tt(tt(tt({},o.props),O),{},{activeIndex:P})),null,null]}if(!i()(N))return[C].concat(e5(s.renderActivePoints({item:o,activePoint:N,basePoint:M,childIndex:d,isRange:v})))}else{var N,M,I,R=(null!==(I=s.getItemByXY(s.state.activeCoordinate))&&void 0!==I?I:{graphicalItem:C}).graphicalItem,D=R.item,L=void 0===D?e:D,Z=R.childIndex,z=tt(tt(tt({},o.props),O),{},{activeIndex:Z});return[(0,r.cloneElement)(L,z),null,null]}}return 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l=this.state.tooltipTicks[a]&&this.state.tooltipTicks[a].value,s=td(this.state,n,a,l),c=this.state.tooltipTicks[a].coordinate,u=(this.state.offset.top+r)/2,d="horizontal"===o?{x:c,y:u}:{y:c,x:u},f=this.state.formattedGraphicalItems.find(function(e){return"Scatter"===e.item.type.name});f&&(d=tt(tt({},d),f.props.points[a].tooltipPosition),s=f.props.points[a].tooltipPayload);var p={activeTooltipIndex:a,isTooltipActive:!0,activeLabel:l,activePayload:s,activeCoordinate:d};this.setState(p),this.renderCursor(i),this.accessibilityManager.setIndex(a)}}}},{key:"getSnapshotBeforeUpdate",value:function(e,t){if(!this.props.accessibilityLayer)return null;if(this.state.tooltipTicks!==t.tooltipTicks&&this.accessibilityManager.setDetails({coordinateList:this.state.tooltipTicks}),this.props.layout!==e.layout&&this.accessibilityManager.setDetails({layout:this.props.layout}),this.props.margin!==e.margin){var n,r;this.accessibilityManager.setDetails({offset:{left:null!==(n=this.props.margin.left)&&void 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u=(0,A.Kt)(s).scale,d=(0,A.Kt)(c).scale,f=u&&u.invert?u.invert(o.chartX):null,p=d&&d.invert?d.invert(o.chartY):null;return tt(tt({},o),{},{xValue:f,yValue:p})}var h=tf(this.state,this.props.data,this.props.layout,a);return h?tt(tt({},o),h):null}},{key:"inRange",value:function(e,t){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:1,r=this.props.layout,o=e/n,i=t/n;if("horizontal"===r||"vertical"===r){var a=this.state.offset;return o>=a.left&&o<=a.left+a.width&&i>=a.top&&i<=a.top+a.height?{x:o,y:i}:null}var l=this.state,s=l.angleAxisMap,c=l.radiusAxisMap;if(s&&c){var u=(0,A.Kt)(s);return(0,eP.z3)({x:o,y:i},u)}return null}},{key:"parseEventsOfWrapper",value:function(){var e=this.props.children,t=this.getTooltipEventType(),n=(0,_.sP)(e,E.u),r={};return n&&"axis"===t&&(r="click"===n.props.trigger?{onClick:this.handleClick}:{onMouseEnter:this.handleMouseEnter,onMouseMove:this.handleMouseMove,onMouseLeave:this.handleMouseLeave,onTouchMove:this.handleTouchMove,onTouchStart:this.handleTouchStart,onTouchEnd:this.handleTouchEnd}),tt(tt({},(0,eI.Ym)(this.props,this.handleOuterEvent)),r)}},{key:"addListener",value:function(){eA.on(eM,this.handleReceiveSyncEvent)}},{key:"removeListener",value:function(){eA.removeListener(eM,this.handleReceiveSyncEvent)}},{key:"filterFormatItem",value:function(e,t,n){for(var r=this.state.formattedGraphicalItems,o=0,i=r.length;o<i;o++){var a=r[o];if(a.item===e||a.props.key===e.key||t===(0,_.Gf)(a.item.type)&&n===a.childIndex)return a}return null}},{key:"renderClipPath",value:function(){var e=this.clipPathId,t=this.state.offset,n=t.left,o=t.top,i=t.height,a=t.width;return r.createElement("defs",null,r.createElement("clipPath",{id:e},r.createElement("rect",{x:n,y:o,height:i,width:a})))}},{key:"getXScales",value:function(){var e=this.state.xAxisMap;return e?Object.entries(e).reduce(function(e,t){var n=e2(t,2),r=n[0],o=n[1];return tt(tt({},e),{},tn({},r,o.scale))},{}):null}},{key:"getYScales",value:function(){var e=this.state.yAxisMap;return e?Object.entries(e).reduce(function(e,t){var n=e2(t,2),r=n[0],o=n[1];return tt(tt({},e),{},tn({},r,o.scale))},{}):null}},{key:"getXScaleByAxisId",value:function(e){var t;return null===(t=this.state.xAxisMap)||void 0===t||null===(t=t[e])||void 0===t?void 0:t.scale}},{key:"getYScaleByAxisId",value:function(e){var t;return null===(t=this.state.yAxisMap)||void 0===t||null===(t=t[e])||void 0===t?void 0:t.scale}},{key:"getItemByXY",value:function(e){var t=this.state,n=t.formattedGraphicalItems,r=t.activeItem;if(n&&n.length)for(var o=0,i=n.length;o<i;o++){var a=n[o],l=a.props,s=a.item,c=(0,_.Gf)(s.type);if("Bar"===c){var 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not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tC;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tC;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,E,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,l,"m",O).call(this);let{response:o,data:i}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(o),i))en(this,l,"m",C).call(this,e);if(i.controller.signal?.aborted)throw new es;en(this,l,"m",j).call(this)}_connected(e){this.ended||(et(this,x,e,"f"),et(this,w,e?.headers.get("request-id"),"f"),en(this,u,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,g,"f")}get errored(){return en(this,v,"f")}get aborted(){return en(this,y,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,m,"f")[e]||(en(this,m,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,m,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,m,"f")[e]||(en(this,m,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,b,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,b,!0,"f"),await en(this,f,"f")}get currentMessage(){return en(this,s,"f")}async finalMessage(){return await this.done(),en(this,l,"m",k).call(this)}async finalText(){return await this.done(),en(this,l,"m",S).call(this)}_emit(e,...t){if(en(this,g,"f"))return;"end"===e&&(et(this,g,!0,"f"),en(this,p,"f").call(this));let n=en(this,m,"f")[e];if(n&&(en(this,m,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,b,"f")||n?.length||Promise.reject(e),en(this,d,"f").call(this,e),en(this,h,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,b,"f")||n?.length||Promise.reject(e),en(this,d,"f").call(this,e),en(this,h,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,l,"m",k).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,l,"m",O).call(this),this._connected(null);let r=e$.fromReadableStream(e,this.controller);for await(let e of r)en(this,l,"m",C).call(this,e);if(r.controller.signal?.aborted)throw new es;en(this,l,"m",j).call(this)}[(s=new WeakMap,c=new WeakMap,u=new WeakMap,d=new WeakMap,f=new WeakMap,p=new WeakMap,h=new WeakMap,m=new WeakMap,g=new WeakMap,v=new WeakMap,y=new WeakMap,b=new WeakMap,x=new WeakMap,w=new WeakMap,E=new WeakMap,l=new WeakSet,k=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},S=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ea("stream ended without producing a content block with type=text");return e.join(" ")},O=function(){this.ended||et(this,s,void 0,"f")},C=function(e){if(this.ended)return;let t=en(this,l,"m",_).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tO(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,s,t,"f")}},j=function(){if(this.ended)throw new ea("stream has ended, this shouldn't happen");let e=en(this,s,"f");if(!e)throw new ea("request ended without sending any chunks");return et(this,s,void 0,"f"),e},_=function(e){let t=en(this,s,"f");if("message_start"===e.type){if(t)throw new ea(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ea(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.container=e.delta.container,t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tO(n)){let t=n[tE]||"";if(Object.defineProperty(n,tE,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t)try{n.input=tS(t)}catch(n){let e=new ea(`Unable to parse tool parameter JSON from model. Please retry your request or adjust your prompt. Error: ${n}. JSON: ${t}`);en(this,E,"f").call(this,e)}}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e$(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}let tj={"claude-opus-4-20250514":8192,"claude-opus-4-0":8192,"claude-4-opus-20250514":8192,"anthropic.claude-opus-4-20250514-v1:0":8192,"claude-opus-4@20250514":8192},t_={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};class tP extends tc{constructor(){super(...arguments),this.batches=new ty(this._client)}create(e,t){let{betas:n,...r}=e;r.model in t_&&console.warn(`The model '${r.model}' is deprecated and will reach end-of-life on ${t_[r.model]}
-Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let o=this._client._options.timeout;if(!r.stream&&null==o){let e=tj[r.model]??void 0;o=this._client.calculateNonstreamingTimeout(r.max_tokens,e)}return this._client.post("/v1/messages?beta=true",{body:r,timeout:o??6e5,...t,headers:tf([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}stream(e,t){return tC.createMessage(this,e,t)}countTokens(e,t){let{betas:n,...r}=e;return this._client.post("/v1/messages/count_tokens?beta=true",{body:r,...t,headers:tf([{"anthropic-beta":[...n??[],"token-counting-2024-11-01"].toString()},t?.headers])})}}tP.Batches=ty;class tN extends tc{constructor(){super(...arguments),this.models=new tg(this._client),this.messages=new tP(this._client),this.files=new tm(this._client)}}tN.Models=tg,tN.Messages=tP,tN.Files=tm;class tT extends tc{create(e,t){let{betas:n,...r}=e;return this._client.post("/v1/complete",{body:r,timeout:this._client._options.timeout??6e5,...t,headers:tf([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}}let tA="__json_buf";function tM(e){return"tool_use"===e.type||"server_tool_use"===e.type}class tI{constructor(){P.add(this),this.messages=[],this.receivedMessages=[],N.set(this,void 0),this.controller=new AbortController,T.set(this,void 0),A.set(this,()=>{}),M.set(this,()=>{}),I.set(this,void 0),R.set(this,()=>{}),D.set(this,()=>{}),L.set(this,{}),Z.set(this,!1),z.set(this,!1),B.set(this,!1),F.set(this,!1),H.set(this,void 0),q.set(this,void 0),K.set(this,e=>{if(et(this,z,!0,"f"),eo(e)&&(e=new es),e instanceof es)return et(this,B,!0,"f"),this._emit("abort",e);if(e instanceof ea)return this._emit("error",e);if(e instanceof Error){let t=new ea(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new ea(String(e)))}),et(this,T,new Promise((e,t)=>{et(this,A,e,"f"),et(this,M,t,"f")}),"f"),et(this,I,new Promise((e,t)=>{et(this,R,e,"f"),et(this,D,t,"f")}),"f"),en(this,T,"f").catch(()=>{}),en(this,I,"f").catch(()=>{})}get response(){return en(this,H,"f")}get request_id(){return en(this,q,"f")}async withResponse(){let e=await en(this,T,"f");if(!e)throw Error("Could not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tI;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tI;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,K,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",$).call(this);let{response:o,data:i}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(o),i))en(this,P,"m",V).call(this,e);if(i.controller.signal?.aborted)throw new es;en(this,P,"m",X).call(this)}_connected(e){this.ended||(et(this,H,e,"f"),et(this,q,e?.headers.get("request-id"),"f"),en(this,A,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,Z,"f")}get errored(){return en(this,z,"f")}get aborted(){return en(this,B,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,L,"f")[e]||(en(this,L,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,L,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,L,"f")[e]||(en(this,L,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,F,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,F,!0,"f"),await en(this,I,"f")}get currentMessage(){return en(this,N,"f")}async finalMessage(){return await this.done(),en(this,P,"m",U).call(this)}async finalText(){return await this.done(),en(this,P,"m",W).call(this)}_emit(e,...t){if(en(this,Z,"f"))return;"end"===e&&(et(this,Z,!0,"f"),en(this,R,"f").call(this));let n=en(this,L,"f")[e];if(n&&(en(this,L,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,F,"f")||n?.length||Promise.reject(e),en(this,M,"f").call(this,e),en(this,D,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,F,"f")||n?.length||Promise.reject(e),en(this,M,"f").call(this,e),en(this,D,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,P,"m",U).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",$).call(this),this._connected(null);let r=e$.fromReadableStream(e,this.controller);for await(let e of r)en(this,P,"m",V).call(this,e);if(r.controller.signal?.aborted)throw new es;en(this,P,"m",X).call(this)}[(N=new WeakMap,T=new WeakMap,A=new WeakMap,M=new WeakMap,I=new WeakMap,R=new WeakMap,D=new WeakMap,L=new WeakMap,Z=new WeakMap,z=new WeakMap,B=new WeakMap,F=new WeakMap,H=new WeakMap,q=new WeakMap,K=new WeakMap,P=new WeakSet,U=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},W=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ea("stream ended without producing a content block with type=text");return e.join(" ")},$=function(){this.ended||et(this,N,void 0,"f")},V=function(e){if(this.ended)return;let t=en(this,P,"m",G).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tM(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,N,t,"f")}},X=function(){if(this.ended)throw new ea("stream has ended, this shouldn't happen");let e=en(this,N,"f");if(!e)throw new ea("request ended without sending any chunks");return et(this,N,void 0,"f"),e},G=function(e){let t=en(this,N,"f");if("message_start"===e.type){if(t)throw new ea(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ea(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tM(n)){let t=n[tA]||"";Object.defineProperty(n,tA,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t&&(n.input=tS(t))}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e$(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}class tR extends 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JSON.parse(e.substring(a,e.lastIndexOf("e")))}catch(e){i(String(e))}}},d=()=>{for(;r<n&&" \n\r	".includes(e[r]);)r++};return a()},nq=e=>(function(e,t=nz.ALL){if("string"!=typeof e)throw TypeError(`expecting str, got ${typeof e}`);if(!e.trim())throw Error(`${e} is empty`);return nH(e.trim(),t)})(e,nz.ALL^nz.NUM);var nU=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n},nW=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)};class nK extends nL{constructor(e){super(),eh.add(this),em.set(this,void 0),eg.set(this,void 0),ev.set(this,void 0),nU(this,em,e,"f"),nU(this,eg,[],"f")}get currentChatCompletionSnapshot(){return nW(this,ev,"f")}static fromReadableStream(e){let t=new nK(null);return t._run(()=>t._fromReadableStream(e)),t}static createChatCompletion(e,t,n){let r=new nK(t);return r._run(()=>r._runChatCompletion(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createChatCompletion(e,t,n){super._createChatCompletion;let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),nW(this,eh,"m",ey).call(this);let o=await e.chat.completions.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))nW(this,eh,"m",ex).call(this,e);if(o.controller.signal?.aborted)throw new A;return this._addChatCompletion(nW(this,eh,"m",eS).call(this))}async _fromReadableStream(e,t){let n;let r=t?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),nW(this,eh,"m",ey).call(this),this._connected();let o=e5.fromReadableStream(e,this.controller);for await(let e of o)n&&n!==e.id&&this._addChatCompletion(nW(this,eh,"m",eS).call(this)),nW(this,eh,"m",ex).call(this,e),n=e.id;if(o.controller.signal?.aborted)throw new A;return this._addChatCompletion(nW(this,eh,"m",eS).call(this))}[(em=new WeakMap,eg=new WeakMap,ev=new WeakMap,eh=new WeakSet,ey=function(){this.ended||nU(this,ev,void 0,"f")},eb=function(e){let t=nW(this,eg,"f")[e.index];return t||(t={content_done:!1,refusal_done:!1,logprobs_content_done:!1,logprobs_refusal_done:!1,done_tool_calls:new Set,current_tool_call_index:null},nW(this,eg,"f")[e.index]=t),t},ex=function(e){if(this.ended)return;let t=nW(this,eh,"m",eO).call(this,e);for(let n of(this._emit("chunk",e,t),e.choices)){let e=t.choices[n.index];null!=n.delta.content&&e.message?.role==="assistant"&&e.message?.content&&(this._emit("content",n.delta.content,e.message.content),this._emit("content.delta",{delta:n.delta.content,snapshot:e.message.content,parsed:e.message.parsed})),null!=n.delta.refusal&&e.message?.role==="assistant"&&e.message?.refusal&&this._emit("refusal.delta",{delta:n.delta.refusal,snapshot:e.message.refusal}),n.logprobs?.content!=null&&e.message?.role==="assistant"&&this._emit("logprobs.content.delta",{content:n.logprobs?.content,snapshot:e.logprobs?.content??[]}),n.logprobs?.refusal!=null&&e.message?.role==="assistant"&&this._emit("logprobs.refusal.delta",{refusal:n.logprobs?.refusal,snapshot:e.logprobs?.refusal??[]});let r=nW(this,eh,"m",eb).call(this,e);for(let t of(e.finish_reason&&(nW(this,eh,"m",ek).call(this,e),null!=r.current_tool_call_index&&nW(this,eh,"m",ew).call(this,e,r.current_tool_call_index)),n.delta.tool_calls??[]))r.current_tool_call_index!==t.index&&(nW(this,eh,"m",ek).call(this,e),null!=r.current_tool_call_index&&nW(this,eh,"m",ew).call(this,e,r.current_tool_call_index)),r.current_tool_call_index=t.index;for(let t of n.delta.tool_calls??[]){let n=e.message.tool_calls?.[t.index];n?.type&&(n?.type==="function"?this._emit("tool_calls.function.arguments.delta",{name:n.function?.name,index:t.index,arguments:n.function.arguments,parsed_arguments:n.function.parsed_arguments,arguments_delta:t.function?.arguments??""}):n?.type)}}},ew=function(e,t){if(nW(this,eh,"m",eb).call(this,e).done_tool_calls.has(t))return;let n=e.message.tool_calls?.[t];if(!n)throw Error("no tool call snapshot");if(!n.type)throw Error("tool call snapshot missing `type`");if("function"===n.type){let e=nW(this,em,"f")?.tools?.find(e=>"function"===e.type&&e.function.name===n.function.name);this._emit("tool_calls.function.arguments.done",{name:n.function.name,index:t,arguments:n.function.arguments,parsed_arguments:nM(e)?e.$parseRaw(n.function.arguments):e?.function.strict?JSON.parse(n.function.arguments):null})}else n.type},ek=function(e){let t=nW(this,eh,"m",eb).call(this,e);if(e.message.content&&!t.content_done){t.content_done=!0;let n=nW(this,eh,"m",eE).call(this);this._emit("content.done",{content:e.message.content,parsed:n?n.$parseRaw(e.message.content):null})}e.message.refusal&&!t.refusal_done&&(t.refusal_done=!0,this._emit("refusal.done",{refusal:e.message.refusal})),e.logprobs?.content&&!t.logprobs_content_done&&(t.logprobs_content_done=!0,this._emit("logprobs.content.done",{content:e.logprobs.content})),e.logprobs?.refusal&&!t.logprobs_refusal_done&&(t.logprobs_refusal_done=!0,this._emit("logprobs.refusal.done",{refusal:e.logprobs.refusal}))},eS=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");let e=nW(this,ev,"f");if(!e)throw new N("request ended without sending any chunks");return nU(this,ev,void 0,"f"),nU(this,eg,[],"f"),function(e,t){var n;let{id:r,choices:o,created:i,model:a,system_fingerprint:l,...s}=e;return n={...s,id:r,choices:o.map(({message:t,finish_reason:n,index:r,logprobs:o,...i})=>{if(!n)throw new N(`missing finish_reason for choice ${r}`);let{content:a=null,function_call:l,tool_calls:s,...c}=t,u=t.role;if(!u)throw new N(`missing role for choice ${r}`);if(l){let{arguments:e,name:s}=l;if(null==e)throw new N(`missing function_call.arguments for choice ${r}`);if(!s)throw new N(`missing function_call.name for choice ${r}`);return{...i,message:{content:a,function_call:{arguments:e,name:s},role:u,refusal:t.refusal??null},finish_reason:n,index:r,logprobs:o}}return s?{...i,index:r,finish_reason:n,logprobs:o,message:{...c,role:u,content:a,refusal:t.refusal??null,tool_calls:s.map((t,n)=>{let{function:o,type:i,id:a,...l}=t,{arguments:s,name:c,...u}=o||{};if(null==a)throw new N(`missing choices[${r}].tool_calls[${n}].id
-${n$(e)}`);if(null==i)throw new N(`missing choices[${r}].tool_calls[${n}].type
-${n$(e)}`);if(null==c)throw new N(`missing choices[${r}].tool_calls[${n}].function.name
-${n$(e)}`);if(null==s)throw new N(`missing choices[${r}].tool_calls[${n}].function.arguments
-${n$(e)}`);return{...l,id:a,type:i,function:{...u,name:c,arguments:s}}})}}:{...i,message:{...c,content:a,role:u,refusal:t.refusal??null},finish_reason:n,index:r,logprobs:o}}),created:i,model:a,object:"chat.completion",...l?{system_fingerprint:l}:{}},t&&nR(t)?nI(n,t):{...n,choices:n.choices.map(e=>({...e,message:{...e.message,parsed:null,...e.message.tool_calls?{tool_calls:e.message.tool_calls}:void 0}}))}}(e,nW(this,em,"f"))},eE=function(){let e=nW(this,em,"f")?.response_format;return nA(e)?e:null},eO=function(e){var t,n,r,o;let i=nW(this,ev,"f"),{choices:a,...l}=e;for(let{delta:a,finish_reason:s,index:c,logprobs:u=null,...d}of(i?Object.assign(i,l):i=nU(this,ev,{...l,choices:[]},"f"),e.choices)){let e=i.choices[c];if(e||(e=i.choices[c]={finish_reason:s,index:c,message:{},logprobs:u,...d}),u){if(e.logprobs){let{content:r,refusal:o,...i}=u;Object.assign(e.logprobs,i),r&&((t=e.logprobs).content??(t.content=[]),e.logprobs.content.push(...r)),o&&((n=e.logprobs).refusal??(n.refusal=[]),e.logprobs.refusal.push(...o))}else e.logprobs=Object.assign({},u)}if(s&&(e.finish_reason=s,nW(this,em,"f")&&nR(nW(this,em,"f")))){if("length"===s)throw new q;if("content_filter"===s)throw new U}if(Object.assign(e,d),!a)continue;let{content:l,refusal:f,function_call:p,role:h,tool_calls:m,...g}=a;if(Object.assign(e.message,g),f&&(e.message.refusal=(e.message.refusal||"")+f),h&&(e.message.role=h),p&&(e.message.function_call?(p.name&&(e.message.function_call.name=p.name),p.arguments&&((r=e.message.function_call).arguments??(r.arguments=""),e.message.function_call.arguments+=p.arguments)):e.message.function_call=p),l&&(e.message.content=(e.message.content||"")+l,!e.message.refusal&&nW(this,eh,"m",eE).call(this)&&(e.message.parsed=nq(e.message.content))),m)for(let{index:t,id:n,type:r,function:i,...a}of(e.message.tool_calls||(e.message.tool_calls=[]),m)){let l=(o=e.message.tool_calls)[t]??(o[t]={});Object.assign(l,a),n&&(l.id=n),r&&(l.type=r),i&&(l.function??(l.function={name:i.name??"",arguments:""})),i?.name&&(l.function.name=i.name),i?.arguments&&(l.function.arguments+=i.arguments,function(e,t){if(!e)return!1;let n=e.tools?.find(e=>e.function?.name===t.function.name);return nM(n)||n?.function.strict||!1}(nW(this,em,"f"),l)&&(l.function.parsed_arguments=nq(l.function.arguments)))}}return i},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("chunk",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e5(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function n$(e){return JSON.stringify(e)}class nV extends nK{static fromReadableStream(e){let t=new nV(null);return t._run(()=>t._fromReadableStream(e)),t}static runFunctions(e,t,n){let r=new nV(null),o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new nV(t),o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}}class nX extends tG{parse(e,t){return!function(e){for(let t of e??[]){if("function"!==t.type)throw new N(`Currently only \`function\` tool types support auto-parsing; Received \`${t.type}\``);if(!0!==t.function.strict)throw new N(`The \`${t.function.name}\` tool is not marked with \`strict: true\`. Only strict function tools can be auto-parsed`)}}(e.tools),this._client.chat.completions.create(e,{...t,headers:{...t?.headers,"X-Stainless-Helper-Method":"beta.chat.completions.parse"}})._thenUnwrap(t=>nI(t,e))}runFunctions(e,t){return e.stream?nV.runFunctions(this._client,e,t):nZ.runFunctions(this._client,e,t)}runTools(e,t){return e.stream?nV.runTools(this._client,e,t):nZ.runTools(this._client,e,t)}stream(e,t){return nK.createChatCompletion(this._client,e,t)}}class nG extends tG{constructor(){super(...arguments),this.completions=new nX(this._client)}}(nG||(nG={})).Completions=nX;class nY extends tG{create(e,t){return this._client.post("/realtime/sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class nQ extends tG{create(e,t){return this._client.post("/realtime/transcription_sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class nJ extends tG{constructor(){super(...arguments),this.sessions=new nY(this._client),this.transcriptionSessions=new nQ(this._client)}}nJ.Sessions=nY,nJ.TranscriptionSessions=nQ;var n0=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)},n1=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n};class n2 extends nT{constructor(){super(...arguments),eC.add(this),ej.set(this,[]),e_.set(this,{}),eP.set(this,{}),eN.set(this,void 0),eT.set(this,void 0),eA.set(this,void 0),eM.set(this,void 0),eI.set(this,void 0),eR.set(this,void 0),eD.set(this,void 0),eL.set(this,void 0),eZ.set(this,void 0)}[(ej=new WeakMap,e_=new WeakMap,eP=new WeakMap,eN=new WeakMap,eT=new WeakMap,eA=new WeakMap,eM=new WeakMap,eI=new WeakMap,eR=new WeakMap,eD=new WeakMap,eL=new WeakMap,eZ=new WeakMap,eC=new WeakSet,Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("event",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}static fromReadableStream(e){let t=new n2;return t._run(()=>t._fromReadableStream(e)),t}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),this._connected();let r=e5.fromReadableStream(e,this.controller);for await(let e of r)n0(this,eC,"m",ez).call(this,e);if(r.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}toReadableStream(){return new e5(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}static createToolAssistantStream(e,t,n,r,o){let i=new n2;return i._run(()=>i._runToolAssistantStream(e,t,n,r,{...o,headers:{...o?.headers,"X-Stainless-Helper-Method":"stream"}})),i}async _createToolAssistantStream(e,t,n,r,o){let i=o?.signal;i&&(i.aborted&&this.controller.abort(),i.addEventListener("abort",()=>this.controller.abort()));let a={...r,stream:!0},l=await e.submitToolOutputs(t,n,a,{...o,signal:this.controller.signal});for await(let e of(this._connected(),l))n0(this,eC,"m",ez).call(this,e);if(l.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}static createThreadAssistantStream(e,t,n){let r=new n2;return r._run(()=>r._threadAssistantStream(e,t,{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}static createAssistantStream(e,t,n,r){let o=new n2;return o._run(()=>o._runAssistantStream(e,t,n,{...r,headers:{...r?.headers,"X-Stainless-Helper-Method":"stream"}})),o}currentEvent(){return n0(this,eD,"f")}currentRun(){return n0(this,eL,"f")}currentMessageSnapshot(){return n0(this,eN,"f")}currentRunStepSnapshot(){return n0(this,eZ,"f")}async finalRunSteps(){return await this.done(),Object.values(n0(this,e_,"f"))}async finalMessages(){return await this.done(),Object.values(n0(this,eP,"f"))}async finalRun(){if(await this.done(),!n0(this,eT,"f"))throw Error("Final run was not received.");return n0(this,eT,"f")}async _createThreadAssistantStream(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort()));let o={...t,stream:!0},i=await e.createAndRun(o,{...n,signal:this.controller.signal});for await(let e of(this._connected(),i))n0(this,eC,"m",ez).call(this,e);if(i.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}async _createAssistantStream(e,t,n,r){let o=r?.signal;o&&(o.aborted&&this.controller.abort(),o.addEventListener("abort",()=>this.controller.abort()));let i={...n,stream:!0},a=await e.create(t,i,{...r,signal:this.controller.signal});for await(let e of(this._connected(),a))n0(this,eC,"m",ez).call(this,e);if(a.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}static accumulateDelta(e,t){for(let[n,r]of Object.entries(t)){if(!e.hasOwnProperty(n)){e[n]=r;continue}let t=e[n];if(null==t||"index"===n||"type"===n){e[n]=r;continue}if("string"==typeof t&&"string"==typeof r)t+=r;else if("number"==typeof t&&"number"==typeof r)t+=r;else if(tX(t)&&tX(r))t=this.accumulateDelta(t,r);else if(Array.isArray(t)&&Array.isArray(r)){if(t.every(e=>"string"==typeof e||"number"==typeof e)){t.push(...r);continue}for(let e of r){if(!tX(e))throw Error(`Expected array delta entry to be an object but got: ${e}`);let n=e.index;if(null==n)throw console.error(e),Error("Expected array delta entry to have an `index` property");if("number"!=typeof n)throw Error(`Expected array delta entry \`index\` property to be a number but got ${n}`);let r=t[n];null==r?t.push(e):t[n]=this.accumulateDelta(r,e)}continue}else throw Error(`Unhandled record type: ${n}, deltaValue: ${r}, accValue: ${t}`);e[n]=t}return e}_addRun(e){return e}async _threadAssistantStream(e,t,n){return await this._createThreadAssistantStream(t,e,n)}async _runAssistantStream(e,t,n,r){return await this._createAssistantStream(t,e,n,r)}async _runToolAssistantStream(e,t,n,r,o){return await this._createToolAssistantStream(n,e,t,r,o)}}ez=function(e){if(!this.ended)switch(n1(this,eD,e,"f"),n0(this,eC,"m",eq).call(this,e),e.event){case"thread.created":break;case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":case"thread.run.requires_action":case"thread.run.completed":case"thread.run.incomplete":case"thread.run.failed":case"thread.run.cancelling":case"thread.run.cancelled":case"thread.run.expired":n0(this,eC,"m",e$).call(this,e);break;case"thread.run.step.created":case"thread.run.step.in_progress":case"thread.run.step.delta":case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":n0(this,eC,"m",eH).call(this,e);break;case"thread.message.created":case"thread.message.in_progress":case"thread.message.delta":case"thread.message.completed":case"thread.message.incomplete":n0(this,eC,"m",eF).call(this,e);break;case"error":throw Error("Encountered an error event in event processing - errors should be processed earlier")}},eB=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");if(!n0(this,eT,"f"))throw Error("Final run has not been received");return n0(this,eT,"f")},eF=function(e){let[t,n]=n0(this,eC,"m",eW).call(this,e,n0(this,eN,"f"));for(let e of(n1(this,eN,t,"f"),n0(this,eP,"f")[t.id]=t,n)){let n=t.content[e.index];n?.type=="text"&&this._emit("textCreated",n.text)}switch(e.event){case"thread.message.created":this._emit("messageCreated",e.data);break;case"thread.message.in_progress":break;case"thread.message.delta":if(this._emit("messageDelta",e.data.delta,t),e.data.delta.content)for(let n of e.data.delta.content){if("text"==n.type&&n.text){let e=n.text,r=t.content[n.index];if(r&&"text"==r.type)this._emit("textDelta",e,r.text);else throw Error("The snapshot associated with this text delta is not text or missing")}if(n.index!=n0(this,eA,"f")){if(n0(this,eM,"f"))switch(n0(this,eM,"f").type){case"text":this._emit("textDone",n0(this,eM,"f").text,n0(this,eN,"f"));break;case"image_file":this._emit("imageFileDone",n0(this,eM,"f").image_file,n0(this,eN,"f"))}n1(this,eA,n.index,"f")}n1(this,eM,t.content[n.index],"f")}break;case"thread.message.completed":case"thread.message.incomplete":if(void 0!==n0(this,eA,"f")){let t=e.data.content[n0(this,eA,"f")];if(t)switch(t.type){case"image_file":this._emit("imageFileDone",t.image_file,n0(this,eN,"f"));break;case"text":this._emit("textDone",t.text,n0(this,eN,"f"))}}n0(this,eN,"f")&&this._emit("messageDone",e.data),n1(this,eN,void 0,"f")}},eH=function(e){let t=n0(this,eC,"m",eU).call(this,e);switch(n1(this,eZ,t,"f"),e.event){case"thread.run.step.created":this._emit("runStepCreated",e.data);break;case"thread.run.step.delta":let n=e.data.delta;if(n.step_details&&"tool_calls"==n.step_details.type&&n.step_details.tool_calls&&"tool_calls"==t.step_details.type)for(let e of n.step_details.tool_calls)e.index==n0(this,eI,"f")?this._emit("toolCallDelta",e,t.step_details.tool_calls[e.index]):(n0(this,eR,"f")&&this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eI,e.index,"f"),n1(this,eR,t.step_details.tool_calls[e.index],"f"),n0(this,eR,"f")&&this._emit("toolCallCreated",n0(this,eR,"f")));this._emit("runStepDelta",e.data.delta,t);break;case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":n1(this,eZ,void 0,"f"),"tool_calls"==e.data.step_details.type&&n0(this,eR,"f")&&(this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eR,void 0,"f")),this._emit("runStepDone",e.data,t)}},eq=function(e){n0(this,ej,"f").push(e),this._emit("event",e)},eU=function(e){switch(e.event){case"thread.run.step.created":return n0(this,e_,"f")[e.data.id]=e.data,e.data;case"thread.run.step.delta":let t=n0(this,e_,"f")[e.data.id];if(!t)throw Error("Received a RunStepDelta before creation of a snapshot");let n=e.data;if(n.delta){let r=n2.accumulateDelta(t,n.delta);n0(this,e_,"f")[e.data.id]=r}return n0(this,e_,"f")[e.data.id];case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":case"thread.run.step.in_progress":n0(this,e_,"f")[e.data.id]=e.data}if(n0(this,e_,"f")[e.data.id])return n0(this,e_,"f")[e.data.id];throw Error("No snapshot available")},eW=function(e,t){let n=[];switch(e.event){case"thread.message.created":return[e.data,n];case"thread.message.delta":if(!t)throw Error("Received a delta with no existing snapshot (there should be one from message creation)");let r=e.data;if(r.delta.content)for(let e of r.delta.content)if(e.index in t.content){let n=t.content[e.index];t.content[e.index]=n0(this,eC,"m",eK).call(this,e,n)}else t.content[e.index]=e,n.push(e);return[t,n];case"thread.message.in_progress":case"thread.message.completed":case"thread.message.incomplete":if(t)return[t,n];throw Error("Received thread message event with no existing snapshot")}throw Error("Tried to accumulate a non-message event")},eK=function(e,t){return n2.accumulateDelta(t,e)},e$=function(e){switch(n1(this,eL,e.data,"f"),e.event){case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":break;case"thread.run.requires_action":case"thread.run.cancelled":case"thread.run.failed":case"thread.run.completed":case"thread.run.expired":n1(this,eT,e.data,"f"),n0(this,eR,"f")&&(this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eR,void 0,"f"))}};class n4 extends tG{create(e,t,n){return this._client.post(`/threads/${e}/messages`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}retrieve(e,t,n){return this._client.get(`/threads/${e}/messages/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}update(e,t,n,r){return this._client.post(`/threads/${e}/messages/${t}`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/threads/${e}/messages`,n6,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}del(e,t,n){return this._client.delete(`/threads/${e}/messages/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}}class n6 extends t0{}n4.MessagesPage=n6;class n3 extends tG{retrieve(e,t,n,r={},o){return tj(r)?this.retrieve(e,t,n,{},r):this._client.get(`/threads/${e}/runs/${t}/steps/${n}`,{query:r,...o,headers:{"OpenAI-Beta":"assistants=v2",...o?.headers}})}list(e,t,n={},r){return tj(n)?this.list(e,t,{},n):this._client.getAPIList(`/threads/${e}/runs/${t}/steps`,n8,{query:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}}class n8 extends t0{}n3.RunStepsPage=n8;class n5 extends tG{constructor(){super(...arguments),this.steps=new n3(this._client)}create(e,t,n){let{include:r,...o}=t;return this._client.post(`/threads/${e}/runs`,{query:{include:r},body:o,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers},stream:t.stream??!1})}retrieve(e,t,n){return this._client.get(`/threads/${e}/runs/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}update(e,t,n,r){return this._client.post(`/threads/${e}/runs/${t}`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/threads/${e}/runs`,n7,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}cancel(e,t,n){return this._client.post(`/threads/${e}/runs/${t}/cancel`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}async createAndPoll(e,t,n){let r=await this.create(e,t,n);return await this.poll(e,r.id,n)}createAndStream(e,t,n){return n2.createAssistantStream(e,this._client.beta.threads.runs,t,n)}async poll(e,t,n){let r={...n?.headers,"X-Stainless-Poll-Helper":"true"};for(n?.pollIntervalMs&&(r["X-Stainless-Custom-Poll-Interval"]=n.pollIntervalMs.toString());;){let{data:o,response:i}=await this.retrieve(e,t,{...n,headers:{...n?.headers,...r}}).withResponse();switch(o.status){case"queued":case"in_progress":case"cancelling":let a=5e3;if(n?.pollIntervalMs)a=n.pollIntervalMs;else{let e=i.headers.get("openai-poll-after-ms");if(e){let t=parseInt(e);isNaN(t)||(a=t)}}await tR(a);break;case"requires_action":case"incomplete":case"cancelled":case"completed":case"failed":case"expired":return o}}}stream(e,t,n){return n2.createAssistantStream(e,this._client.beta.threads.runs,t,n)}submitToolOutputs(e,t,n,r){return this._client.post(`/threads/${e}/runs/${t}/submit_tool_outputs`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers},stream:n.stream??!1})}async submitToolOutputsAndPoll(e,t,n,r){let o=await this.submitToolOutputs(e,t,n,r);return await this.poll(e,o.id,r)}submitToolOutputsStream(e,t,n,r){return n2.createToolAssistantStream(e,t,this._client.beta.threads.runs,n,r)}}class n7 extends t0{}n5.RunsPage=n7,n5.Steps=n3,n5.RunStepsPage=n8;class n9 extends tG{constructor(){super(...arguments),this.runs=new n5(this._client),this.messages=new n4(this._client)}create(e={},t){return tj(e)?this.create({},e):this._client.post("/threads",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}retrieve(e,t){return this._client.get(`/threads/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}update(e,t,n){return this._client.post(`/threads/${e}`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}del(e,t){return this._client.delete(`/threads/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}createAndRun(e,t){return this._client.post("/threads/runs",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers},stream:e.stream??!1})}async createAndRunPoll(e,t){let n=await this.createAndRun(e,t);return await this.runs.poll(n.thread_id,n.id,t)}createAndRunStream(e,t){return n2.createThreadAssistantStream(e,this._client.beta.threads,t)}}n9.Runs=n5,n9.RunsPage=n7,n9.Messages=n4,n9.MessagesPage=n6;class re extends tG{constructor(){super(...arguments),this.realtime=new nJ(this._client),this.chat=new nG(this._client),this.assistants=new nS(this._client),this.threads=new n9(this._client)}}re.Realtime=nJ,re.Assistants=nS,re.AssistantsPage=nE,re.Threads=n9;class rt extends tG{create(e,t){return this._client.post("/batches",{body:e,...t})}retrieve(e,t){return this._client.get(`/batches/${e}`,t)}list(e={},t){return tj(e)?this.list({},e):this._client.getAPIList("/batches",rn,{query:e,...t})}cancel(e,t){return this._client.post(`/batches/${e}/cancel`,t)}}class rn extends t0{}rt.BatchesPage=rn;class rr extends tG{create(e,t,n){return this._client.post(`/uploads/${e}/parts`,td({body:t,...n}))}}class ro extends tG{constructor(){super(...arguments),this.parts=new rr(this._client)}create(e,t){return this._client.post("/uploads",{body:e,...t})}cancel(e,t){return this._client.post(`/uploads/${e}/cancel`,t)}complete(e,t,n){return this._client.post(`/uploads/${e}/complete`,{body:t,...n})}}function ri(e,t){let n=e.output.map(e=>{if("function_call"===e.type)return{...e,parsed_arguments:function(e,t){var n,r;let o=(n=e.tools??[],r=t.name,n.find(e=>"function"===e.type&&e.name===r));return{...t,...t,parsed_arguments:o?.$brand==="auto-parseable-tool"?o.$parseRaw(t.arguments):o?.strict?JSON.parse(t.arguments):null}}(t,e)};if("message"===e.type){let n=e.content.map(e=>{var n;return"output_text"===e.type?{...e,parsed:(n=e.text,t.text?.format?.type!=="json_schema"?null:"$parseRaw"in t.text?.format?(t.text?.format).$parseRaw(n):JSON.parse(n))}:e});return{...e,content:n}}return e}),r=Object.assign({},e,{output:n});return Object.getOwnPropertyDescriptor(e,"output_text")||ra(r),Object.defineProperty(r,"output_parsed",{enumerable:!0,get(){for(let e of r.output)if("message"===e.type){for(let t of e.content)if("output_text"===t.type&&null!==t.parsed)return t.parsed}return null}}),r}function ra(e){let t=[];for(let n of e.output)if("message"===n.type)for(let e of n.content)"output_text"===e.type&&t.push(e.text);e.output_text=t.join("")}ro.Parts=rr;class rl extends tG{list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/responses/${e}/input_items`,rf,{query:t,...n})}}var rs=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n},rc=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)};class ru extends nT{constructor(e){super(),eV.add(this),eX.set(this,void 0),eG.set(this,void 0),eY.set(this,void 0),rs(this,eX,e,"f")}static createResponse(e,t,n){let r=new ru(t);return r._run(()=>r._createResponse(e,t,{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createResponse(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),rc(this,eV,"m",eQ).call(this);let o=await e.responses.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))rc(this,eV,"m",eJ).call(this,e);if(o.controller.signal?.aborted)throw new A;return rc(this,eV,"m",e0).call(this)}[(eX=new WeakMap,eG=new WeakMap,eY=new WeakMap,eV=new WeakSet,eQ=function(){this.ended||rs(this,eG,void 0,"f")},eJ=function(e){if(this.ended)return;let t=rc(this,eV,"m",e1).call(this,e);switch(this._emit("event",e),e.type){case"response.output_text.delta":{let n=t.output[e.output_index];if(!n)throw new N(`missing output at index ${e.output_index}`);if("message"===n.type){let t=n.content[e.content_index];if(!t)throw new N(`missing content at index ${e.content_index}`);if("output_text"!==t.type)throw new N(`expected content to be 'output_text', got ${t.type}`);this._emit("response.output_text.delta",{...e,snapshot:t.text})}break}case"response.function_call_arguments.delta":{let n=t.output[e.output_index];if(!n)throw new N(`missing output at index ${e.output_index}`);"function_call"===n.type&&this._emit("response.function_call_arguments.delta",{...e,snapshot:n.arguments});break}default:this._emit(e.type,e)}},e0=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");let e=rc(this,eG,"f");if(!e)throw new N("request ended without sending any events");rs(this,eG,void 0,"f");let t=function(e,t){return t&&nA(t.text?.format)?ri(e,t):{...e,output_parsed:null,output:e.output.map(e=>"function_call"===e.type?{...e,parsed_arguments:null}:"message"===e.type?{...e,content:e.content.map(e=>({...e,parsed:null}))}:e)}}(e,rc(this,eX,"f"));return rs(this,eY,t,"f"),t},e1=function(e){let t=rc(this,eG,"f");if(!t){if("response.created"!==e.type)throw new N(`When snapshot hasn't been set yet, expected 'response.created' event, got ${e.type}`);return rs(this,eG,e.response,"f")}switch(e.type){case"response.output_item.added":t.output.push(e.item);break;case"response.content_part.added":{let n=t.output[e.output_index];if(!n)throw 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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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diff --git a/litellm/proxy/_experimental/out/_next/static/css/c8d591a6ccd18f71.css b/litellm/proxy/_experimental/out/_next/static/css/c8d591a6ccd18f71.css
new file mode 100644
index 0000000000..fdce4c7455
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/css/c8d591a6ccd18f71.css
@@ -0,0 +1,3 @@
+/*
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diff --git a/litellm/proxy/_experimental/out/index.html b/litellm/proxy/_experimental/out/index.html
index 8ca3957898..8a6621988b 100644
--- a/litellm/proxy/_experimental/out/index.html
+++ b/litellm/proxy/_experimental/out/index.html
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diff --git a/litellm/proxy/_experimental/out/onboarding.txt b/litellm/proxy/_experimental/out/onboarding.txt
index a00d3f2daf..4f06792a7d 100644
--- a/litellm/proxy/_experimental/out/onboarding.txt
+++ b/litellm/proxy/_experimental/out/onboarding.txt
@@ -1,7 +1,7 @@
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diff --git a/litellm/proxy/_new_secret_config.yaml b/litellm/proxy/_new_secret_config.yaml
index c04c076661..b48fe5be1c 100644
--- a/litellm/proxy/_new_secret_config.yaml
+++ b/litellm/proxy/_new_secret_config.yaml
@@ -1,24 +1,13 @@
-general_settings:
-  store_model_in_db: true
-  database_connection_pool_limit: 20
-  store_prompts_in_spend_logs: true
-  maximum_spend_logs_retention_period: "14d"
-
 model_list:
-  - model_name: fake-openai-endpoint
-    litellm_params:
-      model: openai/my-fake-model
-      api_key: my-fake-key
-      api_base: https://exampleopenaiendpoint-production.up.railway.app/
-  - model_name: bedrock-thinking-us.anthropic.claude-3-7-sonnet-20250219-v1:0
-    litellm_params:
-      model: bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0
-      thinking: {"type": "enabled", "budget_tokens": 1024}
-      max_tokens: 1080
-      merge_reasoning_content_in_choices: true
+ - model_name: fake-openai-endpoint
+   litellm_params:
+    model: openai/fake
+    api_key: fake-key
+    api_base: https://exampleopenaiendpoint-production.up.railway.app/
 
 litellm_settings:
-  return_response_headers: true
-  store_audit_logs: true
-  callbacks: ["prometheus", "resend_email", "otel"]
   cache: true
+  cache_params:
+    type: redis
+    ttl: 600
+    supported_call_types: ["acompletion", "completion"]
diff --git a/litellm/proxy/health_endpoints/_health_endpoints.py b/litellm/proxy/health_endpoints/_health_endpoints.py
index 48d25ffb19..7fd0b76297 100644
--- a/litellm/proxy/health_endpoints/_health_endpoints.py
+++ b/litellm/proxy/health_endpoints/_health_endpoints.py
@@ -324,7 +324,7 @@ def _convert_health_check_to_dict(check) -> dict:
 def _check_prisma_client():
     """Helper to check if prisma_client is available and raise appropriate error"""
     from litellm.proxy.proxy_server import prisma_client
-    
+
     if prisma_client is None:
         raise HTTPException(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
@@ -334,23 +334,23 @@ def _check_prisma_client():
 
 
 async def _save_health_check_to_db(
-    prisma_client, 
-    model_name: str, 
-    healthy_endpoints: list, 
-    unhealthy_endpoints: list, 
-    start_time: float, 
+    prisma_client,
+    model_name: str,
+    healthy_endpoints: list,
+    unhealthy_endpoints: list,
+    start_time: float,
     user_id: Optional[str],
-    model_id: Optional[str] = None
+    model_id: Optional[str] = None,
 ):
     """Helper function to save health check results to database"""
     try:
         # Extract error message from first unhealthy endpoint if available
         error_message = (
-            str(unhealthy_endpoints[0]["error"])[:500] 
-            if unhealthy_endpoints and unhealthy_endpoints[0].get("error") 
+            str(unhealthy_endpoints[0]["error"])[:500]
+            if unhealthy_endpoints and unhealthy_endpoints[0].get("error")
             else None
         )
-        
+
         await prisma_client.save_health_check_result(
             model_name=model_name,
             model_id=model_id,
@@ -363,7 +363,9 @@ async def _save_health_check_to_db(
             checked_by=user_id,
         )
     except Exception as db_error:
-        verbose_proxy_logger.warning(f"Failed to save health check to database for model {model_name}: {db_error}")
+        verbose_proxy_logger.warning(
+            f"Failed to save health check to database for model {model_name}: {db_error}"
+        )
         # Continue execution - don't let database save failure break health checks
 
 
@@ -375,31 +377,30 @@ async def _perform_health_check_and_save(
     prisma_client,
     start_time,
     user_id,
-    model_id=None
+    model_id=None,
 ):
     """Helper function to perform health check and save results to database"""
     healthy_endpoints, unhealthy_endpoints = await perform_health_check(
-        model_list=model_list, 
-        cli_model=cli_model, 
-        model=target_model,
-        details=details
+        model_list=model_list, cli_model=cli_model, model=target_model, details=details
     )
-    
+
     # Optionally save health check result to database (non-blocking)
     if prisma_client is not None:
         # For CLI model, use cli_model name; for router models, use target_model
         model_name_for_db = cli_model if cli_model is not None else target_model
         if model_name_for_db is not None:
-            asyncio.create_task(_save_health_check_to_db(
-                prisma_client,
-                model_name_for_db,
-                healthy_endpoints,
-                unhealthy_endpoints,
-                start_time,
-                user_id,
-                model_id=model_id
-            ))
-    
+            asyncio.create_task(
+                _save_health_check_to_db(
+                    prisma_client,
+                    model_name_for_db,
+                    healthy_endpoints,
+                    unhealthy_endpoints,
+                    start_time,
+                    user_id,
+                    model_id=model_id,
+                )
+            )
+
     return {
         "healthy_endpoints": healthy_endpoints,
         "unhealthy_endpoints": unhealthy_endpoints,
@@ -434,19 +435,20 @@ async def health_endpoint(
     ```
     else, the health checks will be run on models when /health is called.
     """
+    import time
+
     from litellm.proxy.proxy_server import (
         health_check_details,
         health_check_results,
         llm_model_list,
         llm_router,
+        prisma_client,
         use_background_health_checks,
         user_model,
-        prisma_client,
     )
-    import time
 
     start_time = time.time()
-    
+
     # Handle model_id parameter - convert to model name for health check
     target_model = model
     if model_id and not model:
@@ -462,7 +464,9 @@ async def health_endpoint(
                         detail={"error": f"Model with ID {model_id} not found"},
                     )
             except Exception as e:
-                verbose_proxy_logger.error(f"Error getting deployment for model_id {model_id}: {e}")
+                verbose_proxy_logger.error(
+                    f"Error getting deployment for model_id {model_id}: {e}"
+                )
                 raise HTTPException(
                     status_code=status.HTTP_404_NOT_FOUND,
                     detail={"error": f"Model with ID {model_id} not found"},
@@ -472,7 +476,7 @@ async def health_endpoint(
                 status_code=status.HTTP_404_NOT_FOUND,
                 detail={"error": f"Model with ID {model_id} not found"},
             )
-    
+
     try:
         if llm_model_list is None:
             # if no router set, check if user set a model using litellm --model ollama/llama2
@@ -485,7 +489,7 @@ async def health_endpoint(
                     prisma_client=prisma_client,
                     start_time=start_time,
                     user_id=user_api_key_dict.user_id,
-                    model_id=None  # CLI model doesn't have model_id
+                    model_id=None,  # CLI model doesn't have model_id
                 )
             raise HTTPException(
                 status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
@@ -508,7 +512,7 @@ async def health_endpoint(
                 prisma_client=prisma_client,
                 start_time=start_time,
                 user_id=user_api_key_dict.user_id,
-                model_id=model_id
+                model_id=model_id,
             )
     except Exception as e:
         verbose_proxy_logger.error(
@@ -520,7 +524,9 @@ async def health_endpoint(
         raise e
 
 
-@router.get("/health/history", tags=["health"], dependencies=[Depends(user_api_key_auth)])
+@router.get(
+    "/health/history", tags=["health"], dependencies=[Depends(user_api_key_auth)]
+)
 async def health_check_history_endpoint(
     user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
     model: Optional[str] = fastapi.Query(
@@ -532,17 +538,15 @@ async def health_check_history_endpoint(
     limit: int = fastapi.Query(
         100, description="Number of records to return", ge=1, le=1000
     ),
-    offset: int = fastapi.Query(
-        0, description="Number of records to skip", ge=0
-    ),
+    offset: int = fastapi.Query(0, description="Number of records to skip", ge=0),
 ):
     """
     Get health check history for models
-    
+
     Returns historical health check data with optional filtering.
     """
     prisma_client = _check_prisma_client()
-    
+
     try:
         history = await prisma_client.get_health_check_history(
             model_name=model,
@@ -550,10 +554,10 @@ async def health_check_history_endpoint(
             offset=offset,
             status_filter=status_filter,
         )
-        
+
         # Convert to dict format for JSON response using helper function
         history_data = [_convert_health_check_to_dict(check) for check in history]
-        
+
         return {
             "health_checks": history_data,
             "total_records": len(history_data),
@@ -568,26 +572,30 @@ async def health_check_history_endpoint(
         )
 
 
-@router.get("/health/latest", tags=["health"], dependencies=[Depends(user_api_key_auth)])
+@router.get(
+    "/health/latest", tags=["health"], dependencies=[Depends(user_api_key_auth)]
+)
 async def latest_health_checks_endpoint(
     user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
 ):
     """
     Get the latest health check status for all models
-    
+
     Returns the most recent health check result for each model.
     """
     prisma_client = _check_prisma_client()
-    
+
     try:
         latest_checks = await prisma_client.get_all_latest_health_checks()
-        
+
         # Convert to dict format for JSON response using helper function
         checks_data = {
-            (check.model_id if check.model_id else check.model_name): _convert_health_check_to_dict(check)
+            (
+                check.model_id if check.model_id else check.model_name
+            ): _convert_health_check_to_dict(check)
             for check in latest_checks
         }
-        
+
         return {
             "latest_health_checks": checks_data,
             "total_models": len(checks_data),
@@ -896,6 +904,7 @@ async def test_model_connection(
             litellm_params=litellm_params,
         )
         mode = mode or litellm_params.pop("mode", None)
+
         result = await run_with_timeout(
             litellm.ahealth_check(
                 model_params=litellm_params,
diff --git a/ui/litellm-dashboard/out/404.html b/ui/litellm-dashboard/out/404.html
index c27ff7026c..12cc0f3a81 100644
--- a/ui/litellm-dashboard/out/404.html
+++ b/ui/litellm-dashboard/out/404.html
@@ -1 +1 @@
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diff --git a/ui/litellm-dashboard/out/_next/static/chunks/154-ff9562264ad409e1.js b/ui/litellm-dashboard/out/_next/static/chunks/154-ff9562264ad409e1.js
deleted file mode 100644
index 1904510f5c..0000000000
--- a/ui/litellm-dashboard/out/_next/static/chunks/154-ff9562264ad409e1.js
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/ui/litellm-dashboard/out/_next/static/chunks/162-741f64e7b75eb970.js b/ui/litellm-dashboard/out/_next/static/chunks/162-741f64e7b75eb970.js
deleted file mode 100644
index 58e4372f8d..0000000000
--- a/ui/litellm-dashboard/out/_next/static/chunks/162-741f64e7b75eb970.js
+++ /dev/null
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-"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E||[]).push([[162],{36724:function(e,t,n){n.d(t,{Dx:function(){return i.Z},Zb:function(){return s.Z},xv:function(){return r.Z},zx:function(){return a.Z}});var a=n(20831),s=n(12514),r=n(84264),i=n(96761)},19130:function(e,t,n){n.d(t,{RM:function(){return s.Z},SC:function(){return l.Z},iA:function(){return a.Z},pj:function(){return r.Z},ss:function(){return i.Z},xs:function(){return o.Z}});var a=n(21626),s=n(97214),r=n(28241),i=n(58834),o=n(69552),l=n(71876)},88658:function(e,t,n){n.d(t,{L:function(){return s}});var a=n(49817);let s=e=>{let t;let{apiKeySource:n,accessToken:s,apiKey:r,inputMessage:i,chatHistory:o,selectedTags:l,selectedVectorStores:c,selectedGuardrails:d,endpointType:m,selectedModel:p,selectedSdk:u}=e,g="session"===n?s:r,x=window.location.origin,h=i||"Your prompt here",f=h.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),_=o.filter(e=>!e.isImage).map(e=>{let{role:t,content:n}=e;return{role:t,content:n}}),b={};l.length>0&&(b.tags=l),c.length>0&&(b.vector_stores=c),d.length>0&&(b.guardrails=d);let v=p||"your-model-name",j="azure"===u?'import openai\n\nclient = openai.AzureOpenAI(\n	api_key="'.concat(g||"YOUR_LITELLM_API_KEY",'",\n	azure_endpoint="').concat(x,'",\n	api_version="2024-02-01"\n)'):'import openai\n\nclient = openai.OpenAI(\n	api_key="'.concat(g||"YOUR_LITELLM_API_KEY",'",\n	base_url="').concat(x,'"\n)');switch(m){case a.KP.CHAT:{let e=Object.keys(b).length>0,n="";if(e){let e=JSON.stringify({metadata:b},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=_.length>0?_:[{role:"user",content:h}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.chat.completions.create(\n    model="'.concat(v,'",\n    messages=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(v,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(f,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(b).length>0,n="";if(e){let e=JSON.stringify({metadata:b},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=_.length>0?_:[{role:"user",content:h}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(v,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(v,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(f,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:t="azure"===u?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(v,'",\n	prompt="').concat(i,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:t="azure"===u?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;default:t="\n# Code generation for this endpoint is not implemented yet."}return"".concat(j,"\n").concat(t)}},49817:function(e,t,n){var a,s,r,i;n.d(t,{KP:function(){return s},vf:function(){return l}}),(r=a||(a={})).IMAGE_GENERATION="image_generation",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",(i=s||(s={})).IMAGE="image",i.CHAT="chat",i.RESPONSES="responses",i.IMAGE_EDITS="image_edits",i.ANTHROPIC_MESSAGES="anthropic_messages";let o={image_generation:"image",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages"},l=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let t=o[e];return console.log("endpointType:",t),t}return"chat"}},8048:function(e,t,n){n.d(t,{C:function(){return m}});var 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diff --git a/ui/litellm-dashboard/out/_next/static/chunks/162-f2925685093720a4.js b/ui/litellm-dashboard/out/_next/static/chunks/162-f2925685093720a4.js
new file mode 100644
index 0000000000..61e8b1eeba
--- /dev/null
+++ b/ui/litellm-dashboard/out/_next/static/chunks/162-f2925685093720a4.js
@@ -0,0 +1 @@
+"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E||[]).push([[162],{36724:function(e,t,n){n.d(t,{Dx:function(){return i.Z},Zb:function(){return s.Z},xv:function(){return r.Z},zx:function(){return a.Z}});var a=n(20831),s=n(12514),r=n(84264),i=n(96761)},19130:function(e,t,n){n.d(t,{RM:function(){return s.Z},SC:function(){return l.Z},iA:function(){return a.Z},pj:function(){return r.Z},ss:function(){return i.Z},xs:function(){return o.Z}});var a=n(21626),s=n(97214),r=n(28241),i=n(58834),o=n(69552),l=n(71876)},88658:function(e,t,n){n.d(t,{L:function(){return s}});var a=n(49817);let s=e=>{let t;let{apiKeySource:n,accessToken:s,apiKey:r,inputMessage:i,chatHistory:o,selectedTags:l,selectedVectorStores:c,selectedGuardrails:d,endpointType:m,selectedModel:p,selectedSdk:u}=e,g="session"===n?s:r,x=window.location.origin,h=i||"Your prompt here",f=h.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),_=o.filter(e=>!e.isImage).map(e=>{let{role:t,content:n}=e;return{role:t,content:n}}),b={};l.length>0&&(b.tags=l),c.length>0&&(b.vector_stores=c),d.length>0&&(b.guardrails=d);let v=p||"your-model-name",j="azure"===u?'import openai\n\nclient = openai.AzureOpenAI(\n	api_key="'.concat(g||"YOUR_LITELLM_API_KEY",'",\n	azure_endpoint="').concat(x,'",\n	api_version="2024-02-01"\n)'):'import openai\n\nclient = openai.OpenAI(\n	api_key="'.concat(g||"YOUR_LITELLM_API_KEY",'",\n	base_url="').concat(x,'"\n)');switch(m){case a.KP.CHAT:{let e=Object.keys(b).length>0,n="";if(e){let e=JSON.stringify({metadata:b},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=_.length>0?_:[{role:"user",content:h}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.chat.completions.create(\n    model="'.concat(v,'",\n    messages=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(v,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(f,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(b).length>0,n="";if(e){let e=JSON.stringify({metadata:b},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=_.length>0?_:[{role:"user",content:h}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(v,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(v,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(f,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:t="azure"===u?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(v,'",\n	prompt="').concat(i,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:t="azure"===u?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(f,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(v,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. 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similarity index 99%
rename from ui/litellm-dashboard/out/_next/static/chunks/172-2755b782e3848de3.js
rename to ui/litellm-dashboard/out/_next/static/chunks/172-25e8f67ccf021150.js
index 1a56d33e3e..28e153daca 100644
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r.createElement(S.m,{tabIndex:0,role:"slider","aria-label":g,"aria-valuenow":e,className:"recharts-brush-traveller",onMouseEnter:this.handleEnterSlideOrTraveller,onMouseLeave:this.handleLeaveSlideOrTraveller,onMouseDown:this.travellerDragStartHandlers[t],onTouchStart:this.travellerDragStartHandlers[t],onKeyDown:function(e){["ArrowLeft","ArrowRight"].includes(e.key)&&(e.preventDefault(),e.stopPropagation(),n.handleTravellerMoveKeyboard("ArrowRight"===e.key?1:-1,t))},onFocus:function(){n.setState({isTravellerFocused:!0})},onBlur:function(){n.setState({isTravellerFocused:!1})},style:{cursor:"col-resize"}},a.renderTraveller(c,m))}},{key:"renderSlide",value:function(e,t){var n=this.props,o=n.y,i=n.height,a=n.stroke,l=n.travellerWidth;return r.createElement("rect",{className:"recharts-brush-slide",onMouseEnter:this.handleEnterSlideOrTraveller,onMouseLeave:this.handleLeaveSlideOrTraveller,onMouseDown:this.handleSlideDragStart,onTouchStart:this.handleSlideDragStart,style:{cursor:"move"},stroke:"none",fill:a,fillOpacity:.2,x:Math.min(e,t)+l,y:o,width:Math.max(Math.abs(t-e)-l,0),height:i})}},{key:"renderText",value:function(){var e=this.props,t=e.startIndex,n=e.endIndex,o=e.y,i=e.height,a=e.travellerWidth,l=e.stroke,s=this.state,c=s.startX,u=s.endX,d={pointerEvents:"none",fill:l};return r.createElement(S.m,{className:"recharts-brush-texts"},r.createElement(N.x,B({textAnchor:"end",verticalAnchor:"middle",x:Math.min(c,u)-5,y:o+i/2},d),this.getTextOfTick(t)),r.createElement(N.x,B({textAnchor:"start",verticalAnchor:"middle",x:Math.max(c,u)+a+5,y:o+i/2},d),this.getTextOfTick(n)))}},{key:"render",value:function(){var e=this.props,t=e.data,n=e.className,o=e.children,i=e.x,a=e.y,l=e.width,s=e.height,c=e.alwaysShowText,u=this.state,d=u.startX,f=u.endX,p=u.isTextActive,h=u.isSlideMoving,m=u.isTravellerMoving,g=u.isTravellerFocused;if(!t||!t.length||!(0,A.hj)(i)||!(0,A.hj)(a)||!(0,A.hj)(l)||!(0,A.hj)(s)||l<=0||s<=0)return null;var v=(0,x.Z)("recharts-brush",n),y=1===r.Children.count(o),b=Z("userSelect","none");return r.createElement(S.m,{className:v,onMouseLeave:this.handleLeaveWrapper,onTouchMove:this.handleTouchMove,style:b},this.renderBackground(),y&&this.renderPanorama(),this.renderSlide(d,f),this.renderTravellerLayer(d,"startX"),this.renderTravellerLayer(f,"endX"),(p||h||m||g||c)&&this.renderText())}}],o=[{key:"renderDefaultTraveller",value:function(e){var t=e.x,n=e.y,o=e.width,i=e.height,a=e.stroke,l=Math.floor(n+i/2)-1;return r.createElement(r.Fragment,null,r.createElement("rect",{x:t,y:n,width:o,height:i,fill:a,stroke:"none"}),r.createElement("line",{x1:t+1,y1:l,x2:t+o-1,y2:l,fill:"none",stroke:"#fff"}),r.createElement("line",{x1:t+1,y1:l+2,x2:t+o-1,y2:l+2,fill:"none",stroke:"#fff"}))}},{key:"renderTraveller",value:function(e,t){return r.isValidElement(e)?r.cloneElement(e,t):l()(e)?e(t):a.renderDefaultTraveller(t)}},{key:"getDerivedStateFromProps",value:function(e,t){var n=e.data,r=e.width,o=e.x,i=e.travellerWidth,a=e.updateId,l=e.startIndex,s=e.endIndex;if(n!==t.prevData||a!==t.prevUpdateId)return H({prevData:n,prevTravellerWidth:i,prevUpdateId:a,prevX:o,prevWidth:r},n&&n.length?X({data:n,width:r,x:o,travellerWidth:i,startIndex:l,endIndex:s}):{scale:null,scaleValues:null});if(t.scale&&(r!==t.prevWidth||o!==t.prevX||i!==t.prevTravellerWidth)){t.scale.range([o,o+r-i]);var c=t.scale.domain().map(function(e){return 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not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tC;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tC;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,E,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,l,"m",O).call(this);let{response:o,data:i}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(o),i))en(this,l,"m",C).call(this,e);if(i.controller.signal?.aborted)throw new es;en(this,l,"m",j).call(this)}_connected(e){this.ended||(et(this,x,e,"f"),et(this,w,e?.headers.get("request-id"),"f"),en(this,u,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,g,"f")}get errored(){return en(this,v,"f")}get aborted(){return en(this,y,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,m,"f")[e]||(en(this,m,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,m,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,m,"f")[e]||(en(this,m,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,b,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,b,!0,"f"),await en(this,f,"f")}get currentMessage(){return en(this,s,"f")}async finalMessage(){return await this.done(),en(this,l,"m",k).call(this)}async finalText(){return await this.done(),en(this,l,"m",S).call(this)}_emit(e,...t){if(en(this,g,"f"))return;"end"===e&&(et(this,g,!0,"f"),en(this,p,"f").call(this));let n=en(this,m,"f")[e];if(n&&(en(this,m,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,b,"f")||n?.length||Promise.reject(e),en(this,d,"f").call(this,e),en(this,h,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,b,"f")||n?.length||Promise.reject(e),en(this,d,"f").call(this,e),en(this,h,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,l,"m",k).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,l,"m",O).call(this),this._connected(null);let r=e$.fromReadableStream(e,this.controller);for await(let e of r)en(this,l,"m",C).call(this,e);if(r.controller.signal?.aborted)throw new es;en(this,l,"m",j).call(this)}[(s=new WeakMap,c=new WeakMap,u=new WeakMap,d=new WeakMap,f=new WeakMap,p=new WeakMap,h=new WeakMap,m=new WeakMap,g=new WeakMap,v=new WeakMap,y=new WeakMap,b=new WeakMap,x=new WeakMap,w=new WeakMap,E=new WeakMap,l=new WeakSet,k=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},S=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ea("stream ended without producing a content block with type=text");return e.join(" ")},O=function(){this.ended||et(this,s,void 0,"f")},C=function(e){if(this.ended)return;let t=en(this,l,"m",_).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tO(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,s,t,"f")}},j=function(){if(this.ended)throw new ea("stream has ended, this shouldn't happen");let e=en(this,s,"f");if(!e)throw new ea("request ended without sending any chunks");return et(this,s,void 0,"f"),e},_=function(e){let t=en(this,s,"f");if("message_start"===e.type){if(t)throw new ea(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ea(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.container=e.delta.container,t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tO(n)){let t=n[tE]||"";if(Object.defineProperty(n,tE,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t)try{n.input=tS(t)}catch(n){let e=new ea(`Unable to parse tool parameter JSON from model. Please retry your request or adjust your prompt. Error: ${n}. JSON: ${t}`);en(this,E,"f").call(this,e)}}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e$(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}let tj={"claude-opus-4-20250514":8192,"claude-opus-4-0":8192,"claude-4-opus-20250514":8192,"anthropic.claude-opus-4-20250514-v1:0":8192,"claude-opus-4@20250514":8192},t_={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};class tP extends tc{constructor(){super(...arguments),this.batches=new ty(this._client)}create(e,t){let{betas:n,...r}=e;r.model in t_&&console.warn(`The model '${r.model}' is deprecated and will reach end-of-life on ${t_[r.model]}
+Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let o=this._client._options.timeout;if(!r.stream&&null==o){let e=tj[r.model]??void 0;o=this._client.calculateNonstreamingTimeout(r.max_tokens,e)}return this._client.post("/v1/messages?beta=true",{body:r,timeout:o??6e5,...t,headers:tf([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}stream(e,t){return tC.createMessage(this,e,t)}countTokens(e,t){let{betas:n,...r}=e;return this._client.post("/v1/messages/count_tokens?beta=true",{body:r,...t,headers:tf([{"anthropic-beta":[...n??[],"token-counting-2024-11-01"].toString()},t?.headers])})}}tP.Batches=ty;class tN extends tc{constructor(){super(...arguments),this.models=new tg(this._client),this.messages=new tP(this._client),this.files=new tm(this._client)}}tN.Models=tg,tN.Messages=tP,tN.Files=tm;class tT extends tc{create(e,t){let{betas:n,...r}=e;return this._client.post("/v1/complete",{body:r,timeout:this._client._options.timeout??6e5,...t,headers:tf([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}}let tA="__json_buf";function tM(e){return"tool_use"===e.type||"server_tool_use"===e.type}class tI{constructor(){P.add(this),this.messages=[],this.receivedMessages=[],N.set(this,void 0),this.controller=new AbortController,T.set(this,void 0),A.set(this,()=>{}),M.set(this,()=>{}),I.set(this,void 0),R.set(this,()=>{}),D.set(this,()=>{}),L.set(this,{}),Z.set(this,!1),z.set(this,!1),B.set(this,!1),F.set(this,!1),H.set(this,void 0),q.set(this,void 0),K.set(this,e=>{if(et(this,z,!0,"f"),eo(e)&&(e=new es),e instanceof es)return et(this,B,!0,"f"),this._emit("abort",e);if(e instanceof ea)return this._emit("error",e);if(e instanceof Error){let t=new ea(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new ea(String(e)))}),et(this,T,new Promise((e,t)=>{et(this,A,e,"f"),et(this,M,t,"f")}),"f"),et(this,I,new Promise((e,t)=>{et(this,R,e,"f"),et(this,D,t,"f")}),"f"),en(this,T,"f").catch(()=>{}),en(this,I,"f").catch(()=>{})}get response(){return en(this,H,"f")}get request_id(){return en(this,q,"f")}async withResponse(){let e=await en(this,T,"f");if(!e)throw Error("Could not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tI;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tI;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,K,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",$).call(this);let{response:o,data:i}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(o),i))en(this,P,"m",V).call(this,e);if(i.controller.signal?.aborted)throw new es;en(this,P,"m",X).call(this)}_connected(e){this.ended||(et(this,H,e,"f"),et(this,q,e?.headers.get("request-id"),"f"),en(this,A,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,Z,"f")}get errored(){return en(this,z,"f")}get aborted(){return en(this,B,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,L,"f")[e]||(en(this,L,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,L,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,L,"f")[e]||(en(this,L,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,F,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,F,!0,"f"),await en(this,I,"f")}get currentMessage(){return en(this,N,"f")}async finalMessage(){return await this.done(),en(this,P,"m",U).call(this)}async finalText(){return await this.done(),en(this,P,"m",W).call(this)}_emit(e,...t){if(en(this,Z,"f"))return;"end"===e&&(et(this,Z,!0,"f"),en(this,R,"f").call(this));let n=en(this,L,"f")[e];if(n&&(en(this,L,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,F,"f")||n?.length||Promise.reject(e),en(this,M,"f").call(this,e),en(this,D,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,F,"f")||n?.length||Promise.reject(e),en(this,M,"f").call(this,e),en(this,D,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,P,"m",U).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",$).call(this),this._connected(null);let r=e$.fromReadableStream(e,this.controller);for await(let e of r)en(this,P,"m",V).call(this,e);if(r.controller.signal?.aborted)throw new es;en(this,P,"m",X).call(this)}[(N=new WeakMap,T=new WeakMap,A=new WeakMap,M=new WeakMap,I=new WeakMap,R=new WeakMap,D=new WeakMap,L=new WeakMap,Z=new WeakMap,z=new WeakMap,B=new WeakMap,F=new WeakMap,H=new WeakMap,q=new WeakMap,K=new WeakMap,P=new WeakSet,U=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},W=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ea("stream ended without producing a content block with type=text");return e.join(" ")},$=function(){this.ended||et(this,N,void 0,"f")},V=function(e){if(this.ended)return;let t=en(this,P,"m",G).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tM(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,N,t,"f")}},X=function(){if(this.ended)throw new ea("stream has ended, this shouldn't happen");let e=en(this,N,"f");if(!e)throw new ea("request ended without sending any chunks");return et(this,N,void 0,"f"),e},G=function(e){let t=en(this,N,"f");if("message_start"===e.type){if(t)throw new ea(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ea(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tM(n)){let t=n[tA]||"";Object.defineProperty(n,tA,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t&&(n.input=tS(t))}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e$(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}class tR extends 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JSON.parse(e.substring(a,e.lastIndexOf("e")))}catch(e){i(String(e))}}},d=()=>{for(;r<n&&" \n\r	".includes(e[r]);)r++};return a()},nq=e=>(function(e,t=nz.ALL){if("string"!=typeof e)throw TypeError(`expecting str, got ${typeof e}`);if(!e.trim())throw Error(`${e} is empty`);return nH(e.trim(),t)})(e,nz.ALL^nz.NUM);var nU=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n},nW=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)};class nK extends nL{constructor(e){super(),eh.add(this),em.set(this,void 0),eg.set(this,void 0),ev.set(this,void 0),nU(this,em,e,"f"),nU(this,eg,[],"f")}get currentChatCompletionSnapshot(){return nW(this,ev,"f")}static fromReadableStream(e){let t=new nK(null);return t._run(()=>t._fromReadableStream(e)),t}static createChatCompletion(e,t,n){let r=new nK(t);return r._run(()=>r._runChatCompletion(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createChatCompletion(e,t,n){super._createChatCompletion;let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),nW(this,eh,"m",ey).call(this);let o=await e.chat.completions.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))nW(this,eh,"m",ex).call(this,e);if(o.controller.signal?.aborted)throw new A;return this._addChatCompletion(nW(this,eh,"m",eS).call(this))}async _fromReadableStream(e,t){let n;let r=t?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),nW(this,eh,"m",ey).call(this),this._connected();let o=e5.fromReadableStream(e,this.controller);for await(let e of o)n&&n!==e.id&&this._addChatCompletion(nW(this,eh,"m",eS).call(this)),nW(this,eh,"m",ex).call(this,e),n=e.id;if(o.controller.signal?.aborted)throw new A;return this._addChatCompletion(nW(this,eh,"m",eS).call(this))}[(em=new WeakMap,eg=new WeakMap,ev=new WeakMap,eh=new WeakSet,ey=function(){this.ended||nU(this,ev,void 0,"f")},eb=function(e){let t=nW(this,eg,"f")[e.index];return t||(t={content_done:!1,refusal_done:!1,logprobs_content_done:!1,logprobs_refusal_done:!1,done_tool_calls:new Set,current_tool_call_index:null},nW(this,eg,"f")[e.index]=t),t},ex=function(e){if(this.ended)return;let t=nW(this,eh,"m",eO).call(this,e);for(let n of(this._emit("chunk",e,t),e.choices)){let e=t.choices[n.index];null!=n.delta.content&&e.message?.role==="assistant"&&e.message?.content&&(this._emit("content",n.delta.content,e.message.content),this._emit("content.delta",{delta:n.delta.content,snapshot:e.message.content,parsed:e.message.parsed})),null!=n.delta.refusal&&e.message?.role==="assistant"&&e.message?.refusal&&this._emit("refusal.delta",{delta:n.delta.refusal,snapshot:e.message.refusal}),n.logprobs?.content!=null&&e.message?.role==="assistant"&&this._emit("logprobs.content.delta",{content:n.logprobs?.content,snapshot:e.logprobs?.content??[]}),n.logprobs?.refusal!=null&&e.message?.role==="assistant"&&this._emit("logprobs.refusal.delta",{refusal:n.logprobs?.refusal,snapshot:e.logprobs?.refusal??[]});let r=nW(this,eh,"m",eb).call(this,e);for(let t of(e.finish_reason&&(nW(this,eh,"m",ek).call(this,e),null!=r.current_tool_call_index&&nW(this,eh,"m",ew).call(this,e,r.current_tool_call_index)),n.delta.tool_calls??[]))r.current_tool_call_index!==t.index&&(nW(this,eh,"m",ek).call(this,e),null!=r.current_tool_call_index&&nW(this,eh,"m",ew).call(this,e,r.current_tool_call_index)),r.current_tool_call_index=t.index;for(let t of n.delta.tool_calls??[]){let n=e.message.tool_calls?.[t.index];n?.type&&(n?.type==="function"?this._emit("tool_calls.function.arguments.delta",{name:n.function?.name,index:t.index,arguments:n.function.arguments,parsed_arguments:n.function.parsed_arguments,arguments_delta:t.function?.arguments??""}):n?.type)}}},ew=function(e,t){if(nW(this,eh,"m",eb).call(this,e).done_tool_calls.has(t))return;let n=e.message.tool_calls?.[t];if(!n)throw Error("no tool call snapshot");if(!n.type)throw Error("tool call snapshot missing `type`");if("function"===n.type){let e=nW(this,em,"f")?.tools?.find(e=>"function"===e.type&&e.function.name===n.function.name);this._emit("tool_calls.function.arguments.done",{name:n.function.name,index:t,arguments:n.function.arguments,parsed_arguments:nM(e)?e.$parseRaw(n.function.arguments):e?.function.strict?JSON.parse(n.function.arguments):null})}else n.type},ek=function(e){let t=nW(this,eh,"m",eb).call(this,e);if(e.message.content&&!t.content_done){t.content_done=!0;let n=nW(this,eh,"m",eE).call(this);this._emit("content.done",{content:e.message.content,parsed:n?n.$parseRaw(e.message.content):null})}e.message.refusal&&!t.refusal_done&&(t.refusal_done=!0,this._emit("refusal.done",{refusal:e.message.refusal})),e.logprobs?.content&&!t.logprobs_content_done&&(t.logprobs_content_done=!0,this._emit("logprobs.content.done",{content:e.logprobs.content})),e.logprobs?.refusal&&!t.logprobs_refusal_done&&(t.logprobs_refusal_done=!0,this._emit("logprobs.refusal.done",{refusal:e.logprobs.refusal}))},eS=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");let e=nW(this,ev,"f");if(!e)throw new N("request ended without sending any chunks");return nU(this,ev,void 0,"f"),nU(this,eg,[],"f"),function(e,t){var n;let{id:r,choices:o,created:i,model:a,system_fingerprint:l,...s}=e;return n={...s,id:r,choices:o.map(({message:t,finish_reason:n,index:r,logprobs:o,...i})=>{if(!n)throw new N(`missing finish_reason for choice ${r}`);let{content:a=null,function_call:l,tool_calls:s,...c}=t,u=t.role;if(!u)throw new N(`missing role for choice ${r}`);if(l){let{arguments:e,name:s}=l;if(null==e)throw new N(`missing function_call.arguments for choice ${r}`);if(!s)throw new N(`missing function_call.name for choice ${r}`);return{...i,message:{content:a,function_call:{arguments:e,name:s},role:u,refusal:t.refusal??null},finish_reason:n,index:r,logprobs:o}}return s?{...i,index:r,finish_reason:n,logprobs:o,message:{...c,role:u,content:a,refusal:t.refusal??null,tool_calls:s.map((t,n)=>{let{function:o,type:i,id:a,...l}=t,{arguments:s,name:c,...u}=o||{};if(null==a)throw new N(`missing choices[${r}].tool_calls[${n}].id
+${n$(e)}`);if(null==i)throw new N(`missing choices[${r}].tool_calls[${n}].type
+${n$(e)}`);if(null==c)throw new N(`missing choices[${r}].tool_calls[${n}].function.name
+${n$(e)}`);if(null==s)throw new N(`missing choices[${r}].tool_calls[${n}].function.arguments
+${n$(e)}`);return{...l,id:a,type:i,function:{...u,name:c,arguments:s}}})}}:{...i,message:{...c,content:a,role:u,refusal:t.refusal??null},finish_reason:n,index:r,logprobs:o}}),created:i,model:a,object:"chat.completion",...l?{system_fingerprint:l}:{}},t&&nR(t)?nI(n,t):{...n,choices:n.choices.map(e=>({...e,message:{...e.message,parsed:null,...e.message.tool_calls?{tool_calls:e.message.tool_calls}:void 0}}))}}(e,nW(this,em,"f"))},eE=function(){let e=nW(this,em,"f")?.response_format;return nA(e)?e:null},eO=function(e){var t,n,r,o;let i=nW(this,ev,"f"),{choices:a,...l}=e;for(let{delta:a,finish_reason:s,index:c,logprobs:u=null,...d}of(i?Object.assign(i,l):i=nU(this,ev,{...l,choices:[]},"f"),e.choices)){let e=i.choices[c];if(e||(e=i.choices[c]={finish_reason:s,index:c,message:{},logprobs:u,...d}),u){if(e.logprobs){let{content:r,refusal:o,...i}=u;Object.assign(e.logprobs,i),r&&((t=e.logprobs).content??(t.content=[]),e.logprobs.content.push(...r)),o&&((n=e.logprobs).refusal??(n.refusal=[]),e.logprobs.refusal.push(...o))}else e.logprobs=Object.assign({},u)}if(s&&(e.finish_reason=s,nW(this,em,"f")&&nR(nW(this,em,"f")))){if("length"===s)throw new q;if("content_filter"===s)throw new U}if(Object.assign(e,d),!a)continue;let{content:l,refusal:f,function_call:p,role:h,tool_calls:m,...g}=a;if(Object.assign(e.message,g),f&&(e.message.refusal=(e.message.refusal||"")+f),h&&(e.message.role=h),p&&(e.message.function_call?(p.name&&(e.message.function_call.name=p.name),p.arguments&&((r=e.message.function_call).arguments??(r.arguments=""),e.message.function_call.arguments+=p.arguments)):e.message.function_call=p),l&&(e.message.content=(e.message.content||"")+l,!e.message.refusal&&nW(this,eh,"m",eE).call(this)&&(e.message.parsed=nq(e.message.content))),m)for(let{index:t,id:n,type:r,function:i,...a}of(e.message.tool_calls||(e.message.tool_calls=[]),m)){let l=(o=e.message.tool_calls)[t]??(o[t]={});Object.assign(l,a),n&&(l.id=n),r&&(l.type=r),i&&(l.function??(l.function={name:i.name??"",arguments:""})),i?.name&&(l.function.name=i.name),i?.arguments&&(l.function.arguments+=i.arguments,function(e,t){if(!e)return!1;let n=e.tools?.find(e=>e.function?.name===t.function.name);return nM(n)||n?.function.strict||!1}(nW(this,em,"f"),l)&&(l.function.parsed_arguments=nq(l.function.arguments)))}}return i},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("chunk",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e5(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function n$(e){return JSON.stringify(e)}class nV extends nK{static fromReadableStream(e){let t=new nV(null);return t._run(()=>t._fromReadableStream(e)),t}static runFunctions(e,t,n){let r=new nV(null),o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new nV(t),o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}}class nX extends tG{parse(e,t){return!function(e){for(let t of e??[]){if("function"!==t.type)throw new N(`Currently only \`function\` tool types support auto-parsing; Received \`${t.type}\``);if(!0!==t.function.strict)throw new N(`The \`${t.function.name}\` tool is not marked with \`strict: true\`. Only strict function tools can be auto-parsed`)}}(e.tools),this._client.chat.completions.create(e,{...t,headers:{...t?.headers,"X-Stainless-Helper-Method":"beta.chat.completions.parse"}})._thenUnwrap(t=>nI(t,e))}runFunctions(e,t){return e.stream?nV.runFunctions(this._client,e,t):nZ.runFunctions(this._client,e,t)}runTools(e,t){return e.stream?nV.runTools(this._client,e,t):nZ.runTools(this._client,e,t)}stream(e,t){return nK.createChatCompletion(this._client,e,t)}}class nG extends tG{constructor(){super(...arguments),this.completions=new nX(this._client)}}(nG||(nG={})).Completions=nX;class nY extends tG{create(e,t){return this._client.post("/realtime/sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class nQ extends tG{create(e,t){return this._client.post("/realtime/transcription_sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class nJ extends tG{constructor(){super(...arguments),this.sessions=new nY(this._client),this.transcriptionSessions=new nQ(this._client)}}nJ.Sessions=nY,nJ.TranscriptionSessions=nQ;var n0=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)},n1=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n};class n2 extends nT{constructor(){super(...arguments),eC.add(this),ej.set(this,[]),e_.set(this,{}),eP.set(this,{}),eN.set(this,void 0),eT.set(this,void 0),eA.set(this,void 0),eM.set(this,void 0),eI.set(this,void 0),eR.set(this,void 0),eD.set(this,void 0),eL.set(this,void 0),eZ.set(this,void 0)}[(ej=new WeakMap,e_=new WeakMap,eP=new WeakMap,eN=new WeakMap,eT=new WeakMap,eA=new WeakMap,eM=new WeakMap,eI=new WeakMap,eR=new WeakMap,eD=new WeakMap,eL=new WeakMap,eZ=new WeakMap,eC=new WeakSet,Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("event",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}static fromReadableStream(e){let t=new n2;return t._run(()=>t._fromReadableStream(e)),t}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),this._connected();let r=e5.fromReadableStream(e,this.controller);for await(let e of r)n0(this,eC,"m",ez).call(this,e);if(r.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}toReadableStream(){return new e5(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}static createToolAssistantStream(e,t,n,r,o){let i=new n2;return i._run(()=>i._runToolAssistantStream(e,t,n,r,{...o,headers:{...o?.headers,"X-Stainless-Helper-Method":"stream"}})),i}async _createToolAssistantStream(e,t,n,r,o){let i=o?.signal;i&&(i.aborted&&this.controller.abort(),i.addEventListener("abort",()=>this.controller.abort()));let a={...r,stream:!0},l=await e.submitToolOutputs(t,n,a,{...o,signal:this.controller.signal});for await(let e of(this._connected(),l))n0(this,eC,"m",ez).call(this,e);if(l.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}static createThreadAssistantStream(e,t,n){let r=new n2;return r._run(()=>r._threadAssistantStream(e,t,{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}static createAssistantStream(e,t,n,r){let o=new n2;return o._run(()=>o._runAssistantStream(e,t,n,{...r,headers:{...r?.headers,"X-Stainless-Helper-Method":"stream"}})),o}currentEvent(){return n0(this,eD,"f")}currentRun(){return n0(this,eL,"f")}currentMessageSnapshot(){return n0(this,eN,"f")}currentRunStepSnapshot(){return n0(this,eZ,"f")}async finalRunSteps(){return await this.done(),Object.values(n0(this,e_,"f"))}async finalMessages(){return await this.done(),Object.values(n0(this,eP,"f"))}async finalRun(){if(await this.done(),!n0(this,eT,"f"))throw Error("Final run was not received.");return n0(this,eT,"f")}async _createThreadAssistantStream(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort()));let o={...t,stream:!0},i=await e.createAndRun(o,{...n,signal:this.controller.signal});for await(let e of(this._connected(),i))n0(this,eC,"m",ez).call(this,e);if(i.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}async _createAssistantStream(e,t,n,r){let o=r?.signal;o&&(o.aborted&&this.controller.abort(),o.addEventListener("abort",()=>this.controller.abort()));let i={...n,stream:!0},a=await e.create(t,i,{...r,signal:this.controller.signal});for await(let e of(this._connected(),a))n0(this,eC,"m",ez).call(this,e);if(a.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}static accumulateDelta(e,t){for(let[n,r]of Object.entries(t)){if(!e.hasOwnProperty(n)){e[n]=r;continue}let t=e[n];if(null==t||"index"===n||"type"===n){e[n]=r;continue}if("string"==typeof t&&"string"==typeof r)t+=r;else if("number"==typeof t&&"number"==typeof r)t+=r;else if(tX(t)&&tX(r))t=this.accumulateDelta(t,r);else if(Array.isArray(t)&&Array.isArray(r)){if(t.every(e=>"string"==typeof e||"number"==typeof e)){t.push(...r);continue}for(let e of r){if(!tX(e))throw Error(`Expected array delta entry to be an object but got: ${e}`);let n=e.index;if(null==n)throw console.error(e),Error("Expected array delta entry to have an `index` property");if("number"!=typeof n)throw Error(`Expected array delta entry \`index\` property to be a number but got ${n}`);let r=t[n];null==r?t.push(e):t[n]=this.accumulateDelta(r,e)}continue}else throw Error(`Unhandled record type: ${n}, deltaValue: ${r}, accValue: ${t}`);e[n]=t}return e}_addRun(e){return e}async _threadAssistantStream(e,t,n){return await this._createThreadAssistantStream(t,e,n)}async _runAssistantStream(e,t,n,r){return await this._createAssistantStream(t,e,n,r)}async _runToolAssistantStream(e,t,n,r,o){return await this._createToolAssistantStream(n,e,t,r,o)}}ez=function(e){if(!this.ended)switch(n1(this,eD,e,"f"),n0(this,eC,"m",eq).call(this,e),e.event){case"thread.created":break;case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":case"thread.run.requires_action":case"thread.run.completed":case"thread.run.incomplete":case"thread.run.failed":case"thread.run.cancelling":case"thread.run.cancelled":case"thread.run.expired":n0(this,eC,"m",e$).call(this,e);break;case"thread.run.step.created":case"thread.run.step.in_progress":case"thread.run.step.delta":case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":n0(this,eC,"m",eH).call(this,e);break;case"thread.message.created":case"thread.message.in_progress":case"thread.message.delta":case"thread.message.completed":case"thread.message.incomplete":n0(this,eC,"m",eF).call(this,e);break;case"error":throw Error("Encountered an error event in event processing - errors should be processed earlier")}},eB=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");if(!n0(this,eT,"f"))throw Error("Final run has not been received");return n0(this,eT,"f")},eF=function(e){let[t,n]=n0(this,eC,"m",eW).call(this,e,n0(this,eN,"f"));for(let e of(n1(this,eN,t,"f"),n0(this,eP,"f")[t.id]=t,n)){let n=t.content[e.index];n?.type=="text"&&this._emit("textCreated",n.text)}switch(e.event){case"thread.message.created":this._emit("messageCreated",e.data);break;case"thread.message.in_progress":break;case"thread.message.delta":if(this._emit("messageDelta",e.data.delta,t),e.data.delta.content)for(let n of e.data.delta.content){if("text"==n.type&&n.text){let e=n.text,r=t.content[n.index];if(r&&"text"==r.type)this._emit("textDelta",e,r.text);else throw Error("The snapshot associated with this text delta is not text or missing")}if(n.index!=n0(this,eA,"f")){if(n0(this,eM,"f"))switch(n0(this,eM,"f").type){case"text":this._emit("textDone",n0(this,eM,"f").text,n0(this,eN,"f"));break;case"image_file":this._emit("imageFileDone",n0(this,eM,"f").image_file,n0(this,eN,"f"))}n1(this,eA,n.index,"f")}n1(this,eM,t.content[n.index],"f")}break;case"thread.message.completed":case"thread.message.incomplete":if(void 0!==n0(this,eA,"f")){let t=e.data.content[n0(this,eA,"f")];if(t)switch(t.type){case"image_file":this._emit("imageFileDone",t.image_file,n0(this,eN,"f"));break;case"text":this._emit("textDone",t.text,n0(this,eN,"f"))}}n0(this,eN,"f")&&this._emit("messageDone",e.data),n1(this,eN,void 0,"f")}},eH=function(e){let t=n0(this,eC,"m",eU).call(this,e);switch(n1(this,eZ,t,"f"),e.event){case"thread.run.step.created":this._emit("runStepCreated",e.data);break;case"thread.run.step.delta":let n=e.data.delta;if(n.step_details&&"tool_calls"==n.step_details.type&&n.step_details.tool_calls&&"tool_calls"==t.step_details.type)for(let e of n.step_details.tool_calls)e.index==n0(this,eI,"f")?this._emit("toolCallDelta",e,t.step_details.tool_calls[e.index]):(n0(this,eR,"f")&&this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eI,e.index,"f"),n1(this,eR,t.step_details.tool_calls[e.index],"f"),n0(this,eR,"f")&&this._emit("toolCallCreated",n0(this,eR,"f")));this._emit("runStepDelta",e.data.delta,t);break;case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":n1(this,eZ,void 0,"f"),"tool_calls"==e.data.step_details.type&&n0(this,eR,"f")&&(this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eR,void 0,"f")),this._emit("runStepDone",e.data,t)}},eq=function(e){n0(this,ej,"f").push(e),this._emit("event",e)},eU=function(e){switch(e.event){case"thread.run.step.created":return n0(this,e_,"f")[e.data.id]=e.data,e.data;case"thread.run.step.delta":let t=n0(this,e_,"f")[e.data.id];if(!t)throw Error("Received a RunStepDelta before creation of a snapshot");let n=e.data;if(n.delta){let r=n2.accumulateDelta(t,n.delta);n0(this,e_,"f")[e.data.id]=r}return n0(this,e_,"f")[e.data.id];case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":case"thread.run.step.in_progress":n0(this,e_,"f")[e.data.id]=e.data}if(n0(this,e_,"f")[e.data.id])return n0(this,e_,"f")[e.data.id];throw Error("No snapshot available")},eW=function(e,t){let n=[];switch(e.event){case"thread.message.created":return[e.data,n];case"thread.message.delta":if(!t)throw Error("Received a delta with no existing snapshot (there should be one from message creation)");let r=e.data;if(r.delta.content)for(let e of r.delta.content)if(e.index in t.content){let n=t.content[e.index];t.content[e.index]=n0(this,eC,"m",eK).call(this,e,n)}else t.content[e.index]=e,n.push(e);return[t,n];case"thread.message.in_progress":case"thread.message.completed":case"thread.message.incomplete":if(t)return[t,n];throw Error("Received thread message event with no existing snapshot")}throw Error("Tried to accumulate a non-message event")},eK=function(e,t){return n2.accumulateDelta(t,e)},e$=function(e){switch(n1(this,eL,e.data,"f"),e.event){case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":break;case"thread.run.requires_action":case"thread.run.cancelled":case"thread.run.failed":case"thread.run.completed":case"thread.run.expired":n1(this,eT,e.data,"f"),n0(this,eR,"f")&&(this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eR,void 0,"f"))}};class n4 extends tG{create(e,t,n){return this._client.post(`/threads/${e}/messages`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}retrieve(e,t,n){return this._client.get(`/threads/${e}/messages/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}update(e,t,n,r){return this._client.post(`/threads/${e}/messages/${t}`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/threads/${e}/messages`,n6,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}del(e,t,n){return this._client.delete(`/threads/${e}/messages/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}}class n6 extends t0{}n4.MessagesPage=n6;class n3 extends tG{retrieve(e,t,n,r={},o){return tj(r)?this.retrieve(e,t,n,{},r):this._client.get(`/threads/${e}/runs/${t}/steps/${n}`,{query:r,...o,headers:{"OpenAI-Beta":"assistants=v2",...o?.headers}})}list(e,t,n={},r){return tj(n)?this.list(e,t,{},n):this._client.getAPIList(`/threads/${e}/runs/${t}/steps`,n8,{query:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}}class n8 extends t0{}n3.RunStepsPage=n8;class n5 extends tG{constructor(){super(...arguments),this.steps=new n3(this._client)}create(e,t,n){let{include:r,...o}=t;return this._client.post(`/threads/${e}/runs`,{query:{include:r},body:o,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers},stream:t.stream??!1})}retrieve(e,t,n){return this._client.get(`/threads/${e}/runs/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}update(e,t,n,r){return this._client.post(`/threads/${e}/runs/${t}`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/threads/${e}/runs`,n7,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}cancel(e,t,n){return this._client.post(`/threads/${e}/runs/${t}/cancel`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}async createAndPoll(e,t,n){let r=await this.create(e,t,n);return await this.poll(e,r.id,n)}createAndStream(e,t,n){return n2.createAssistantStream(e,this._client.beta.threads.runs,t,n)}async poll(e,t,n){let r={...n?.headers,"X-Stainless-Poll-Helper":"true"};for(n?.pollIntervalMs&&(r["X-Stainless-Custom-Poll-Interval"]=n.pollIntervalMs.toString());;){let{data:o,response:i}=await this.retrieve(e,t,{...n,headers:{...n?.headers,...r}}).withResponse();switch(o.status){case"queued":case"in_progress":case"cancelling":let a=5e3;if(n?.pollIntervalMs)a=n.pollIntervalMs;else{let e=i.headers.get("openai-poll-after-ms");if(e){let t=parseInt(e);isNaN(t)||(a=t)}}await tR(a);break;case"requires_action":case"incomplete":case"cancelled":case"completed":case"failed":case"expired":return o}}}stream(e,t,n){return n2.createAssistantStream(e,this._client.beta.threads.runs,t,n)}submitToolOutputs(e,t,n,r){return this._client.post(`/threads/${e}/runs/${t}/submit_tool_outputs`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers},stream:n.stream??!1})}async submitToolOutputsAndPoll(e,t,n,r){let o=await this.submitToolOutputs(e,t,n,r);return await this.poll(e,o.id,r)}submitToolOutputsStream(e,t,n,r){return n2.createToolAssistantStream(e,t,this._client.beta.threads.runs,n,r)}}class n7 extends t0{}n5.RunsPage=n7,n5.Steps=n3,n5.RunStepsPage=n8;class n9 extends tG{constructor(){super(...arguments),this.runs=new n5(this._client),this.messages=new n4(this._client)}create(e={},t){return tj(e)?this.create({},e):this._client.post("/threads",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}retrieve(e,t){return this._client.get(`/threads/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}update(e,t,n){return this._client.post(`/threads/${e}`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}del(e,t){return this._client.delete(`/threads/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}createAndRun(e,t){return this._client.post("/threads/runs",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers},stream:e.stream??!1})}async createAndRunPoll(e,t){let n=await this.createAndRun(e,t);return await this.runs.poll(n.thread_id,n.id,t)}createAndRunStream(e,t){return n2.createThreadAssistantStream(e,this._client.beta.threads,t)}}n9.Runs=n5,n9.RunsPage=n7,n9.Messages=n4,n9.MessagesPage=n6;class re extends tG{constructor(){super(...arguments),this.realtime=new nJ(this._client),this.chat=new nG(this._client),this.assistants=new nS(this._client),this.threads=new n9(this._client)}}re.Realtime=nJ,re.Assistants=nS,re.AssistantsPage=nE,re.Threads=n9;class rt extends tG{create(e,t){return this._client.post("/batches",{body:e,...t})}retrieve(e,t){return this._client.get(`/batches/${e}`,t)}list(e={},t){return tj(e)?this.list({},e):this._client.getAPIList("/batches",rn,{query:e,...t})}cancel(e,t){return this._client.post(`/batches/${e}/cancel`,t)}}class rn extends t0{}rt.BatchesPage=rn;class rr extends tG{create(e,t,n){return this._client.post(`/uploads/${e}/parts`,td({body:t,...n}))}}class ro extends tG{constructor(){super(...arguments),this.parts=new rr(this._client)}create(e,t){return this._client.post("/uploads",{body:e,...t})}cancel(e,t){return this._client.post(`/uploads/${e}/cancel`,t)}complete(e,t,n){return this._client.post(`/uploads/${e}/complete`,{body:t,...n})}}function ri(e,t){let n=e.output.map(e=>{if("function_call"===e.type)return{...e,parsed_arguments:function(e,t){var n,r;let o=(n=e.tools??[],r=t.name,n.find(e=>"function"===e.type&&e.name===r));return{...t,...t,parsed_arguments:o?.$brand==="auto-parseable-tool"?o.$parseRaw(t.arguments):o?.strict?JSON.parse(t.arguments):null}}(t,e)};if("message"===e.type){let n=e.content.map(e=>{var n;return"output_text"===e.type?{...e,parsed:(n=e.text,t.text?.format?.type!=="json_schema"?null:"$parseRaw"in t.text?.format?(t.text?.format).$parseRaw(n):JSON.parse(n))}:e});return{...e,content:n}}return e}),r=Object.assign({},e,{output:n});return Object.getOwnPropertyDescriptor(e,"output_text")||ra(r),Object.defineProperty(r,"output_parsed",{enumerable:!0,get(){for(let e of r.output)if("message"===e.type){for(let t of e.content)if("output_text"===t.type&&null!==t.parsed)return t.parsed}return null}}),r}function ra(e){let t=[];for(let n of e.output)if("message"===n.type)for(let e of n.content)"output_text"===e.type&&t.push(e.text);e.output_text=t.join("")}ro.Parts=rr;class rl extends tG{list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/responses/${e}/input_items`,rf,{query:t,...n})}}var rs=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n},rc=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)};class ru extends nT{constructor(e){super(),eV.add(this),eX.set(this,void 0),eG.set(this,void 0),eY.set(this,void 0),rs(this,eX,e,"f")}static createResponse(e,t,n){let r=new ru(t);return r._run(()=>r._createResponse(e,t,{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createResponse(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),rc(this,eV,"m",eQ).call(this);let o=await e.responses.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))rc(this,eV,"m",eJ).call(this,e);if(o.controller.signal?.aborted)throw new A;return rc(this,eV,"m",e0).call(this)}[(eX=new WeakMap,eG=new WeakMap,eY=new WeakMap,eV=new WeakSet,eQ=function(){this.ended||rs(this,eG,void 0,"f")},eJ=function(e){if(this.ended)return;let t=rc(this,eV,"m",e1).call(this,e);switch(this._emit("event",e),e.type){case"response.output_text.delta":{let n=t.output[e.output_index];if(!n)throw new N(`missing output at index ${e.output_index}`);if("message"===n.type){let t=n.content[e.content_index];if(!t)throw new N(`missing content at index ${e.content_index}`);if("output_text"!==t.type)throw new N(`expected content to be 'output_text', got ${t.type}`);this._emit("response.output_text.delta",{...e,snapshot:t.text})}break}case"response.function_call_arguments.delta":{let n=t.output[e.output_index];if(!n)throw new N(`missing output at index ${e.output_index}`);"function_call"===n.type&&this._emit("response.function_call_arguments.delta",{...e,snapshot:n.arguments});break}default:this._emit(e.type,e)}},e0=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");let e=rc(this,eG,"f");if(!e)throw new N("request ended without sending any events");rs(this,eG,void 0,"f");let t=function(e,t){return t&&nA(t.text?.format)?ri(e,t):{...e,output_parsed:null,output:e.output.map(e=>"function_call"===e.type?{...e,parsed_arguments:null}:"message"===e.type?{...e,content:e.content.map(e=>({...e,parsed:null}))}:e)}}(e,rc(this,eX,"f"));return rs(this,eY,t,"f"),t},e1=function(e){let t=rc(this,eG,"f");if(!t){if("response.created"!==e.type)throw new N(`When snapshot hasn't been set yet, expected 'response.created' event, got ${e.type}`);return rs(this,eG,e.response,"f")}switch(e.type){case"response.output_item.added":t.output.push(e.item);break;case"response.content_part.added":{let n=t.output[e.output_index];if(!n)throw 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0:o.map(e=>n.find(t=>t.id===e)).filter(Boolean))?r:[],e,"right")},i(e.options,c,"getRightHeaderGroups")),e.getFooterGroups=a(()=>[e.getHeaderGroups()],e=>[...e].reverse(),i(e.options,c,"getFooterGroups")),e.getLeftFooterGroups=a(()=>[e.getLeftHeaderGroups()],e=>[...e].reverse(),i(e.options,c,"getLeftFooterGroups")),e.getCenterFooterGroups=a(()=>[e.getCenterHeaderGroups()],e=>[...e].reverse(),i(e.options,c,"getCenterFooterGroups")),e.getRightFooterGroups=a(()=>[e.getRightHeaderGroups()],e=>[...e].reverse(),i(e.options,c,"getRightFooterGroups")),e.getFlatHeaders=a(()=>[e.getHeaderGroups()],e=>e.map(e=>e.headers).flat(),i(e.options,c,"getFlatHeaders")),e.getLeftFlatHeaders=a(()=>[e.getLeftHeaderGroups()],e=>e.map(e=>e.headers).flat(),i(e.options,c,"getLeftFlatHeaders")),e.getCenterFlatHeaders=a(()=>[e.getCenterHeaderGroups()],e=>e.map(e=>e.headers).flat(),i(e.options,c,"getCenterFlatHeaders")),e.getRightFlatHeaders=a(()=>[e.getRightHeaderGroups()],e=>e.map(e=>e.headers).flat(),i(e.options,c,"getRightFlatHeaders")),e.getCenterLeafHeaders=a(()=>[e.getCenterFlatHeaders()],e=>e.filter(e=>{var t;return!(null!=(t=e.subHeaders)&&t.length)}),i(e.options,c,"getCenterLeafHeaders")),e.getLeftLeafHeaders=a(()=>[e.getLeftFlatHeaders()],e=>e.filter(e=>{var t;return!(null!=(t=e.subHeaders)&&t.length)}),i(e.options,c,"getLeftLeafHeaders")),e.getRightLeafHeaders=a(()=>[e.getRightFlatHeaders()],e=>e.filter(e=>{var t;return!(null!=(t=e.subHeaders)&&t.length)}),i(e.options,c,"getRightLeafHeaders")),e.getLeafHeaders=a(()=>[e.getLeftHeaderGroups(),e.getCenterHeaderGroups(),e.getRightHeaderGroups()],(e,t,n)=>{var o,r,l,a,i,c;return[...null!=(o=null==(r=e[0])?void 0:r.headers)?o:[],...null!=(l=null==(a=t[0])?void 0:a.headers)?l:[],...null!=(i=null==(c=n[0])?void 0:c.headers)?i:[]].map(e=>e.getLeafHeaders()).flat()},i(e.options,c,"getLeafHeaders"))}},{getInitialState:e=>({columnVisibility:{},...e}),getDefaultOptions:e=>({onColumnVisibilityChange:r("columnVisibility",e)}),createColumn:(e,t)=>{e.toggleVisibility=n=>{e.getCanHide()&&t.setColumnVisibility(t=>({...t,[e.id]:null!=n?n:!e.getIsVisible()}))},e.getIsVisible=()=>{var n,o;let r=e.columns;return null==(n=r.length?r.some(e=>e.getIsVisible()):null==(o=t.getState().columnVisibility)?void 0:o[e.id])||n},e.getCanHide=()=>{var n,o;return(null==(n=e.columnDef.enableHiding)||n)&&(null==(o=t.options.enableHiding)||o)},e.getToggleVisibilityHandler=()=>t=>{null==e.toggleVisibility||e.toggleVisibility(t.target.checked)}},createRow:(e,t)=>{e._getAllVisibleCells=a(()=>[e.getAllCells(),t.getState().columnVisibility],e=>e.filter(e=>e.column.getIsVisible()),i(t.options,"debugRows","_getAllVisibleCells")),e.getVisibleCells=a(()=>[e.getLeftVisibleCells(),e.getCenterVisibleCells(),e.getRightVisibleCells()],(e,t,n)=>[...e,...t,...n],i(t.options,"debugRows","getVisibleCells"))},createTable:e=>{let t=(t,n)=>a(()=>[n(),n().filter(e=>e.getIsVisible()).map(e=>e.id).join("_")],e=>e.filter(e=>null==e.getIsVisible?void 0:e.getIsVisible()),i(e.options,"debugColumns",t));e.getVisibleFlatColumns=t("getVisibleFlatColumns",()=>e.getAllFlatColumns()),e.getVisibleLeafColumns=t("getVisibleLeafColumns",()=>e.getAllLeafColumns()),e.getLeftVisibleLeafColumns=t("getLeftVisibleLeafColumns",()=>e.getLeftLeafColumns()),e.getRightVisibleLeafColumns=t("getRightVisibleLeafColumns",()=>e.getRightLeafColumns()),e.getCenterVisibleLeafColumns=t("getCenterVisibleLeafColumns",()=>e.getCenterLeafColumns()),e.setColumnVisibility=t=>null==e.options.onColumnVisibilityChange?void 0:e.options.onColumnVisibilityChange(t),e.resetColumnVisibility=t=>{var n;e.setColumnVisibility(t?{}:null!=(n=e.initialState.columnVisibility)?n:{})},e.toggleAllColumnsVisible=t=>{var n;t=null!=(n=t)?n:!e.getIsAllColumnsVisible(),e.setColumnVisibility(e.getAllLeafColumns().reduce((e,n)=>({...e,[n.id]:t||!(null!=n.getCanHide&&n.getCanHide())}),{}))},e.getIsAllColumnsVisible=()=>!e.getAllLeafColumns().some(e=>!(null!=e.getIsVisible&&e.getIsVisible())),e.getIsSomeColumnsVisible=()=>e.getAllLeafColumns().some(e=>null==e.getIsVisible?void 0:e.getIsVisible()),e.getToggleAllColumnsVisibilityHandler=()=>t=>{var n;e.toggleAllColumnsVisible(null==(n=t.target)?void 0:n.checked)}}},{getInitialState:e=>({columnOrder:[],...e}),getDefaultOptions:e=>({onColumnOrderChange:r("columnOrder",e)}),createColumn:(e,t)=>{e.getIndex=a(e=>[M(t,e)],t=>t.findIndex(t=>t.id===e.id),i(t.options,"debugColumns","getIndex")),e.getIsFirstColumn=n=>{var o;return(null==(o=M(t,n)[0])?void 0:o.id)===e.id},e.getIsLastColumn=n=>{var o;let r=M(t,n);return(null==(o=r[r.length-1])?void 0:o.id)===e.id}},createTable:e=>{e.setColumnOrder=t=>null==e.options.onColumnOrderChange?void 0:e.options.onColumnOrderChange(t),e.resetColumnOrder=t=>{var n;e.setColumnOrder(t?[]:null!=(n=e.initialState.columnOrder)?n:[])},e._getOrderColumnsFn=a(()=>[e.getState().columnOrder,e.getState().grouping,e.options.groupedColumnMode],(e,t,n)=>o=>{let r=[];if(null!=e&&e.length){let t=[...e],n=[...o];for(;n.length&&t.length;){let e=t.shift(),o=n.findIndex(t=>t.id===e);o>-1&&r.push(n.splice(o,1)[0])}r=[...r,...n]}else r=o;return function(e,t,n){if(!(null!=t&&t.length)||!n)return e;let o=e.filter(e=>!t.includes(e.id));return"remove"===n?o:[...t.map(t=>e.find(e=>e.id===t)).filter(Boolean),...o]}(r,t,n)},i(e.options,"debugTable","_getOrderColumnsFn"))}},{getInitialState:e=>({columnPinning:x(),...e}),getDefaultOptions:e=>({onColumnPinningChange:r("columnPinning",e)}),createColumn:(e,t)=>{e.pin=n=>{let o=e.getLeafColumns().map(e=>e.id).filter(Boolean);t.setColumnPinning(e=>{var t,r,l,a,i,c;return"right"===n?{left:(null!=(l=null==e?void 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r?null!=(n=null==(o=t.getState().columnPinning)||null==(o=o[r])?void 0:o.indexOf(e.id))?n:-1:0}},createRow:(e,t)=>{e.getCenterVisibleCells=a(()=>[e._getAllVisibleCells(),t.getState().columnPinning.left,t.getState().columnPinning.right],(e,t,n)=>{let o=[...null!=t?t:[],...null!=n?n:[]];return e.filter(e=>!o.includes(e.column.id))},i(t.options,"debugRows","getCenterVisibleCells")),e.getLeftVisibleCells=a(()=>[e._getAllVisibleCells(),t.getState().columnPinning.left],(e,t)=>(null!=t?t:[]).map(t=>e.find(e=>e.column.id===t)).filter(Boolean).map(e=>({...e,position:"left"})),i(t.options,"debugRows","getLeftVisibleCells")),e.getRightVisibleCells=a(()=>[e._getAllVisibleCells(),t.getState().columnPinning.right],(e,t)=>(null!=t?t:[]).map(t=>e.find(e=>e.column.id===t)).filter(Boolean).map(e=>({...e,position:"right"})),i(t.options,"debugRows","getRightVisibleCells"))},createTable:e=>{e.setColumnPinning=t=>null==e.options.onColumnPinningChange?void 0:e.options.onColumnPinningChange(t),e.resetColumnPinning=t=>{var n,o;return e.setColumnPinning(t?x():null!=(n=null==(o=e.initialState)?void 0:o.columnPinning)?n:x())},e.getIsSomeColumnsPinned=t=>{var n,o,r;let l=e.getState().columnPinning;return t?!!(null==(n=l[t])?void 0:n.length):!!((null==(o=l.left)?void 0:o.length)||(null==(r=l.right)?void 0:r.length))},e.getLeftLeafColumns=a(()=>[e.getAllLeafColumns(),e.getState().columnPinning.left],(e,t)=>(null!=t?t:[]).map(t=>e.find(e=>e.id===t)).filter(Boolean),i(e.options,"debugColumns","getLeftLeafColumns")),e.getRightLeafColumns=a(()=>[e.getAllLeafColumns(),e.getState().columnPinning.right],(e,t)=>(null!=t?t:[]).map(t=>e.find(e=>e.id===t)).filter(Boolean),i(e.options,"debugColumns","getRightLeafColumns")),e.getCenterLeafColumns=a(()=>[e.getAllLeafColumns(),e.getState().columnPinning.left,e.getState().columnPinning.right],(e,t,n)=>{let o=[...null!=t?t:[],...null!=n?n:[]];return e.filter(e=>!o.includes(e.id))},i(e.options,"debugColumns","getCenterLeafColumns"))}},{createColumn:(e,t)=>{e._getFacetedRowModel=t.options.getFacetedRowModel&&t.options.getFacetedRowModel(t,e.id),e.getFacetedRowModel=()=>e._getFacetedRowModel?e._getFacetedRowModel():t.getPreFilteredRowModel(),e._getFacetedUniqueValues=t.options.getFacetedUniqueValues&&t.options.getFacetedUniqueValues(t,e.id),e.getFacetedUniqueValues=()=>e._getFacetedUniqueValues?e._getFacetedUniqueValues():new Map,e._getFacetedMinMaxValues=t.options.getFacetedMinMaxValues&&t.options.getFacetedMinMaxValues(t,e.id),e.getFacetedMinMaxValues=()=>{if(e._getFacetedMinMaxValues)return e._getFacetedMinMaxValues()}}},{getDefaultColumnDef:()=>({filterFn:"auto"}),getInitialState:e=>({columnFilters:[],...e}),getDefaultOptions:e=>({onColumnFiltersChange:r("columnFilters",e),filterFromLeafRows:!1,maxLeafRowFilterDepth:100}),createColumn:(e,t)=>{e.getAutoFilterFn=()=>{let n=t.getCoreRowModel().flatRows[0],o=null==n?void 0:n.getValue(e.id);return"string"==typeof o?w.includesString:"number"==typeof o?w.inNumberRange:"boolean"==typeof o||null!==o&&"object"==typeof o?w.equals:Array.isArray(o)?w.arrIncludes:w.weakEquals},e.getFilterFn=()=>{var n,o;return l(e.columnDef.filterFn)?e.columnDef.filterFn:"auto"===e.columnDef.filterFn?e.getAutoFilterFn():null!=(n=null==(o=t.options.filterFns)?void 0:o[e.columnDef.filterFn])?n:w[e.columnDef.filterFn]},e.getCanFilter=()=>{var n,o,r;return(null==(n=e.columnDef.enableColumnFilter)||n)&&(null==(o=t.options.enableColumnFilters)||o)&&(null==(r=t.options.enableFilters)||r)&&!!e.accessorFn},e.getIsFiltered=()=>e.getFilterIndex()>-1,e.getFilterValue=()=>{var n;return null==(n=t.getState().columnFilters)||null==(n=n.find(t=>t.id===e.id))?void 0:n.value},e.getFilterIndex=()=>{var n,o;return null!=(n=null==(o=t.getState().columnFilters)?void 0:o.findIndex(t=>t.id===e.id))?n:-1},e.setFilterValue=n=>{t.setColumnFilters(t=>{var r,l;let a=e.getFilterFn(),i=null==t?void 0:t.find(t=>t.id===e.id),c=o(n,i?i.value:void 0);if(R(a,c,e))return null!=(r=null==t?void 0:t.filter(t=>t.id!==e.id))?r:[];let u={id:e.id,value:c};return i?null!=(l=null==t?void 0:t.map(t=>t.id===e.id?u:t))?l:[]:null!=t&&t.length?[...t,u]:[u]})}},createRow:(e,t)=>{e.columnFilters={},e.columnFiltersMeta={}},createTable:e=>{e.setColumnFilters=t=>{let n=e.getAllLeafColumns();null==e.options.onColumnFiltersChange||e.options.onColumnFiltersChange(e=>{var r;return null==(r=o(t,e))?void 0:r.filter(e=>{let t=n.find(t=>t.id===e.id);return!(t&&R(t.getFilterFn(),e.value,t))})})},e.resetColumnFilters=t=>{var n,o;e.setColumnFilters(t?[]:null!=(n=null==(o=e.initialState)?void 0:o.columnFilters)?n:[])},e.getPreFilteredRowModel=()=>e.getCoreRowModel(),e.getFilteredRowModel=()=>(!e._getFilteredRowModel&&e.options.getFilteredRowModel&&(e._getFilteredRowModel=e.options.getFilteredRowModel(e)),e.options.manualFiltering||!e._getFilteredRowModel)?e.getPreFilteredRowModel():e._getFilteredRowModel()}},{createTable:e=>{e._getGlobalFacetedRowModel=e.options.getFacetedRowModel&&e.options.getFacetedRowModel(e,"__global__"),e.getGlobalFacetedRowModel=()=>e.options.manualFiltering||!e._getGlobalFacetedRowModel?e.getPreFilteredRowModel():e._getGlobalFacetedRowModel(),e._getGlobalFacetedUniqueValues=e.options.getFacetedUniqueValues&&e.options.getFacetedUniqueValues(e,"__global__"),e.getGlobalFacetedUniqueValues=()=>e._getGlobalFacetedUniqueValues?e._getGlobalFacetedUniqueValues():new Map,e._getGlobalFacetedMinMaxValues=e.options.getFacetedMinMaxValues&&e.options.getFacetedMinMaxValues(e,"__global__"),e.getGlobalFacetedMinMaxValues=()=>{if(e._getGlobalFacetedMinMaxValues)return e._getGlobalFacetedMinMaxValues()}}},{getInitialState:e=>({globalFilter:void 0,...e}),getDefaultOptions:e=>({onGlobalFilterChange:r("globalFilter",e),globalFilterFn:"auto",getColumnCanGlobalFilter:t=>{var n;let o=null==(n=e.getCoreRowModel().flatRows[0])||null==(n=n._getAllCellsByColumnId()[t.id])?void 0:n.getValue();return"string"==typeof o||"number"==typeof o}}),createColumn:(e,t)=>{e.getCanGlobalFilter=()=>{var n,o,r,l;return(null==(n=e.columnDef.enableGlobalFilter)||n)&&(null==(o=t.options.enableGlobalFilter)||o)&&(null==(r=t.options.enableFilters)||r)&&(null==(l=null==t.options.getColumnCanGlobalFilter?void 0:t.options.getColumnCanGlobalFilter(e))||l)&&!!e.accessorFn}},createTable:e=>{e.getGlobalAutoFilterFn=()=>w.includesString,e.getGlobalFilterFn=()=>{var t,n;let{globalFilterFn:o}=e.options;return l(o)?o:"auto"===o?e.getGlobalAutoFilterFn():null!=(t=null==(n=e.options.filterFns)?void 0:n[o])?t:w[o]},e.setGlobalFilter=t=>{null==e.options.onGlobalFilterChange||e.options.onGlobalFilterChange(t)},e.resetGlobalFilter=t=>{e.setGlobalFilter(t?void 0:e.initialState.globalFilter)}}},{getInitialState:e=>({sorting:[],...e}),getDefaultColumnDef:()=>({sortingFn:"auto",sortUndefined:1}),getDefaultOptions:e=>({onSortingChange:r("sorting",e),isMultiSortEvent:e=>e.shiftKey}),createColumn:(e,t)=>{e.getAutoSortingFn=()=>{let n=t.getFilteredRowModel().flatRows.slice(10),o=!1;for(let t of n){let n=null==t?void 0:t.getValue(e.id);if("[object Date]"===Object.prototype.toString.call(n))return H.datetime;if("string"==typeof n&&(o=!0,n.split(Z).length>1))return H.alphanumeric}return o?H.text:H.basic},e.getAutoSortDir=()=>{let n=t.getFilteredRowModel().flatRows[0];return"string"==typeof(null==n?void 0:n.getValue(e.id))?"asc":"desc"},e.getSortingFn=()=>{var n,o;if(!e)throw Error();return l(e.columnDef.sortingFn)?e.columnDef.sortingFn:"auto"===e.columnDef.sortingFn?e.getAutoSortingFn():null!=(n=null==(o=t.options.sortingFns)?void 0:o[e.columnDef.sortingFn])?n:H[e.columnDef.sortingFn]},e.toggleSorting=(n,o)=>{let r=e.getNextSortingOrder(),l=null!=n;t.setSorting(a=>{let i;let c=null==a?void 0:a.find(t=>t.id===e.id),u=null==a?void 0:a.findIndex(t=>t.id===e.id),s=[],d=l?n:"desc"===r;if("toggle"!=(i=null!=a&&a.length&&e.getCanMultiSort()&&o?c?"toggle":"add":null!=a&&a.length&&u!==a.length-1?"replace":c?"toggle":"replace")||l||r||(i="remove"),"add"===i){var g;(s=[...a,{id:e.id,desc:d}]).splice(0,s.length-(null!=(g=t.options.maxMultiSortColCount)?g:Number.MAX_SAFE_INTEGER))}else s="toggle"===i?a.map(t=>t.id===e.id?{...t,desc:d}:t):"remove"===i?a.filter(t=>t.id!==e.id):[{id:e.id,desc:d}];return s})},e.getFirstSortDir=()=>{var n,o;return(null!=(n=null!=(o=e.columnDef.sortDescFirst)?o:t.options.sortDescFirst)?n:"desc"===e.getAutoSortDir())?"desc":"asc"},e.getNextSortingOrder=n=>{var o,r;let l=e.getFirstSortDir(),a=e.getIsSorted();return a?(a===l||null!=(o=t.options.enableSortingRemoval)&&!o||!!n&&null!=(r=t.options.enableMultiRemove)&&!r)&&("desc"===a?"asc":"desc"):l},e.getCanSort=()=>{var n,o;return(null==(n=e.columnDef.enableSorting)||n)&&(null==(o=t.options.enableSorting)||o)&&!!e.accessorFn},e.getCanMultiSort=()=>{var n,o;return null!=(n=null!=(o=e.columnDef.enableMultiSort)?o:t.options.enableMultiSort)?n:!!e.accessorFn},e.getIsSorted=()=>{var n;let o=null==(n=t.getState().sorting)?void 0:n.find(t=>t.id===e.id);return!!o&&(o.desc?"desc":"asc")},e.getSortIndex=()=>{var n,o;return null!=(n=null==(o=t.getState().sorting)?void 0:o.findIndex(t=>t.id===e.id))?n:-1},e.clearSorting=()=>{t.setSorting(t=>null!=t&&t.length?t.filter(t=>t.id!==e.id):[])},e.getToggleSortingHandler=()=>{let n=e.getCanSort();return 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deleted file mode 100644
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t=s.props.onMouseDown;l()(t)&&t(s.getMouseInfo(e),e)}),tn(e3(s),"handleMouseUp",function(e){var t=s.props.onMouseUp;l()(t)&&t(s.getMouseInfo(e),e)}),tn(e3(s),"handleTouchMove",function(e){null!=e.changedTouches&&e.changedTouches.length>0&&s.throttleTriggeredAfterMouseMove(e.changedTouches[0])}),tn(e3(s),"handleTouchStart",function(e){null!=e.changedTouches&&e.changedTouches.length>0&&s.handleMouseDown(e.changedTouches[0])}),tn(e3(s),"handleTouchEnd",function(e){null!=e.changedTouches&&e.changedTouches.length>0&&s.handleMouseUp(e.changedTouches[0])}),tn(e3(s),"triggerSyncEvent",function(e){void 0!==s.props.syncId&&eA.emit(eM,s.props.syncId,e,s.eventEmitterSymbol)}),tn(e3(s),"applySyncEvent",function(e){var t=s.props,n=t.layout,r=t.syncMethod,o=s.state.updateId,i=e.dataStartIndex,a=e.dataEndIndex;if(void 0!==e.dataStartIndex||void 0!==e.dataEndIndex)s.setState(tt({dataStartIndex:i,dataEndIndex:a},O({props:s.props,dataStartIndex:i,dataEndIndex:a,updateId:o},s.state)));else if(void 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r.createElement(eY,{key:m,activeCoordinate:a,activePayload:l,activeTooltipIndex:u,chartName:n,element:e,isActive:p,layout:h,offset:c,tooltipAxisBandSize:d,tooltipEventType:f})}),tn(e3(s),"renderPolarAxis",function(e,t,n){var o=d()(e,"type.axisType"),i=d()(s.state,"".concat(o,"Map")),a=i&&i[e.props["".concat(o,"Id")]];return(0,r.cloneElement)(e,tt(tt({},a),{},{className:o,key:e.key||"".concat(t,"-").concat(n),ticks:(0,T.uY)(a,!0)}))}),tn(e3(s),"renderGrid",function(e){var t=s.state,n=t.xAxisMap,o=t.yAxisMap,i=t.offset,a=(0,A.Kt)(n),l=v()(o,function(e){return b()(e.domain,Number.isFinite)})||(0,A.Kt)(o),c=e.props||{};return(0,r.cloneElement)(e,{key:e.key||"grid",x:(0,A.hj)(c.x)?c.x:i.left,y:(0,A.hj)(c.y)?c.y:i.top,width:(0,A.hj)(c.width)?c.width:i.width,height:(0,A.hj)(c.height)?c.height:i.height,xAxis:a,yAxis:l,verticalCoordinatesGenerator:c.verticalCoordinatesGenerator,horizontalCoordinatesGenerator:c.horizontalCoordinatesGenerator})}),tn(e3(s),"renderPolarGrid",function(e){var t=e.props,n=t.radialLines,o=t.polarAngles,i=t.polarRadius,a=s.state,l=a.radiusAxisMap,c=a.angleAxisMap,u=(0,A.Kt)(l),d=(0,A.Kt)(c),f=d.cx,p=d.cy,h=d.innerRadius,m=d.outerRadius;return(0,r.cloneElement)(e,{polarAngles:Array.isArray(o)?o:(0,T.uY)(d,!0).map(function(e){return e.coordinate}),polarRadius:Array.isArray(i)?i:(0,T.uY)(u,!0).map(function(e){return e.coordinate}),cx:f,cy:p,innerRadius:h,outerRadius:m,key:e.key||"polar-grid",radialLines:n})}),tn(e3(s),"renderLegend",function(){var e=s.state.formattedGraphicalItems,t=s.props,n=t.children,o=t.width,i=t.height,a=s.props.margin||{},l=o-(a.left||0)-(a.right||0),c=(0,J.z)({children:n,formattedGraphicalItems:e,legendWidth:l,legendContent:p});if(!c)return null;var u=c.item,d=e4(c,eQ);return(0,r.cloneElement)(u,tt(tt({},d),{},{chartWidth:o,chartHeight:i,margin:a,onBBoxUpdate:s.handleLegendBBoxUpdate}))}),tn(e3(s),"renderTooltip",function(){var e,t=s.props.children,n=(0,_.sP)(t,E.u);if(!n)return null;var o=s.state,i=o.isTooltipActive,a=o.activeCoordinate,l=o.activePayload,c=o.activeLabel,u=o.offset,d=null!==(e=n.props.active)&&void 0!==e?e:i;return(0,r.cloneElement)(n,{viewBox:tt(tt({},u),{},{x:u.left,y:u.top}),active:d,label:c,payload:d?l:[],coordinate:a})}),tn(e3(s),"renderBrush",function(e){var t=s.props,n=t.margin,o=t.data,i=s.state,a=i.offset,l=i.dataStartIndex,c=i.dataEndIndex,u=i.updateId;return(0,r.cloneElement)(e,{key:e.key||"_recharts-brush",onChange:(0,T.DO)(s.handleBrushChange,e.props.onChange),data:o,x:(0,A.hj)(e.props.x)?e.props.x:a.left,y:(0,A.hj)(e.props.y)?e.props.y:a.top+a.height+a.brushBottom-(n.bottom||0),width:(0,A.hj)(e.props.width)?e.props.width:a.width,startIndex:l,endIndex:c,updateId:"brush-".concat(u)})}),tn(e3(s),"renderReferenceElement",function(e,t,n){if(!e)return null;var o=e3(s).clipPathId,i=s.state,a=i.xAxisMap,l=i.yAxisMap,c=i.offset,u=e.props,d=u.xAxisId,f=u.yAxisId;return(0,r.cloneElement)(e,{key:e.key||"".concat(t,"-").concat(n),xAxis:a[d],yAxis:l[f],viewBox:{x:c.left,y:c.top,width:c.width,height:c.height},clipPathId:o})}),tn(e3(s),"renderActivePoints",function(e){var t=e.item,n=e.activePoint,r=e.basePoint,o=e.childIndex,i=e.isRange,a=[],l=t.props.key,s=t.item.props,u=s.activeDot,d=tt(tt({index:o,dataKey:s.dataKey,cx:n.x,cy:n.y,r:4,fill:(0,T.fk)(t.item),strokeWidth:2,stroke:"#fff",payload:n.payload,value:n.value,key:"".concat(l,"-activePoint-").concat(o)},(0,_.L6)(u,!1)),(0,eI.Ym)(u));return a.push(c.renderActiveDot(u,d)),r?a.push(c.renderActiveDot(u,tt(tt({},d),{},{cx:r.x,cy:r.y,key:"".concat(l,"-basePoint-").concat(o)}))):i&&a.push(null),a}),tn(e3(s),"renderGraphicChild",function(e,t,n){var o=s.filterFormatItem(e,t,n);if(!o)return null;var a=s.getTooltipEventType(),l=s.state,c=l.isTooltipActive,u=l.tooltipAxis,d=l.activeTooltipIndex,f=l.activeLabel,p=s.props.children,h=(0,_.sP)(p,E.u),m=o.props,g=m.points,v=m.isRange,y=m.baseLine,b=o.item.props,x=b.activeDot,w=b.hide,k=b.activeBar,S=b.activeShape,O={};"axis"!==a&&h&&"click"===h.props.trigger?O={onClick:(0,T.DO)(s.handleItemMouseEnter,e.props.onClick)}:"axis"!==a&&(O={onMouseLeave:(0,T.DO)(s.handleItemMouseLeave,e.props.onMouseLeave),onMouseEnter:(0,T.DO)(s.handleItemMouseEnter,e.props.onMouseEnter)});var C=(0,r.cloneElement)(e,tt(tt({},o.props),O));if(!w&&c&&h&&(x||k||S)){if(d>=0){if(u.dataKey&&!u.allowDuplicatedCategory){var j="function"==typeof u.dataKey?function(e){return"function"==typeof u.dataKey?u.dataKey(e.payload):null}:"payload.".concat(u.dataKey.toString());N=(0,A.Ap)(g,j,f),M=v&&y&&(0,A.Ap)(y,j,f)}else N=null==g?void 0:g[d],M=v&&y&&y[d];if(S||k){var P=void 0!==e.props.activeIndex?e.props.activeIndex:d;return[(0,r.cloneElement)(e,tt(tt(tt({},o.props),O),{},{activeIndex:P})),null,null]}if(!i()(N))return[C].concat(e5(s.renderActivePoints({item:o,activePoint:N,basePoint:M,childIndex:d,isRange:v})))}else{var N,M,I,R=(null!==(I=s.getItemByXY(s.state.activeCoordinate))&&void 0!==I?I:{graphicalItem:C}).graphicalItem,D=R.item,L=void 0===D?e:D,Z=R.childIndex,z=tt(tt(tt({},o.props),O),{},{activeIndex:Z});return[(0,r.cloneElement)(L,z),null,null]}}return 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l=this.state.tooltipTicks[a]&&this.state.tooltipTicks[a].value,s=td(this.state,n,a,l),c=this.state.tooltipTicks[a].coordinate,u=(this.state.offset.top+r)/2,d="horizontal"===o?{x:c,y:u}:{y:c,x:u},f=this.state.formattedGraphicalItems.find(function(e){return"Scatter"===e.item.type.name});f&&(d=tt(tt({},d),f.props.points[a].tooltipPosition),s=f.props.points[a].tooltipPayload);var p={activeTooltipIndex:a,isTooltipActive:!0,activeLabel:l,activePayload:s,activeCoordinate:d};this.setState(p),this.renderCursor(i),this.accessibilityManager.setIndex(a)}}}},{key:"getSnapshotBeforeUpdate",value:function(e,t){if(!this.props.accessibilityLayer)return null;if(this.state.tooltipTicks!==t.tooltipTicks&&this.accessibilityManager.setDetails({coordinateList:this.state.tooltipTicks}),this.props.layout!==e.layout&&this.accessibilityManager.setDetails({layout:this.props.layout}),this.props.margin!==e.margin){var n,r;this.accessibilityManager.setDetails({offset:{left:null!==(n=this.props.margin.left)&&void 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u=(0,A.Kt)(s).scale,d=(0,A.Kt)(c).scale,f=u&&u.invert?u.invert(o.chartX):null,p=d&&d.invert?d.invert(o.chartY):null;return tt(tt({},o),{},{xValue:f,yValue:p})}var h=tf(this.state,this.props.data,this.props.layout,a);return h?tt(tt({},o),h):null}},{key:"inRange",value:function(e,t){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:1,r=this.props.layout,o=e/n,i=t/n;if("horizontal"===r||"vertical"===r){var a=this.state.offset;return o>=a.left&&o<=a.left+a.width&&i>=a.top&&i<=a.top+a.height?{x:o,y:i}:null}var l=this.state,s=l.angleAxisMap,c=l.radiusAxisMap;if(s&&c){var u=(0,A.Kt)(s);return(0,eP.z3)({x:o,y:i},u)}return null}},{key:"parseEventsOfWrapper",value:function(){var e=this.props.children,t=this.getTooltipEventType(),n=(0,_.sP)(e,E.u),r={};return n&&"axis"===t&&(r="click"===n.props.trigger?{onClick:this.handleClick}:{onMouseEnter:this.handleMouseEnter,onMouseMove:this.handleMouseMove,onMouseLeave:this.handleMouseLeave,onTouchMove:this.handleTouchMove,onTouchStart:this.handleTouchStart,onTouchEnd:this.handleTouchEnd}),tt(tt({},(0,eI.Ym)(this.props,this.handleOuterEvent)),r)}},{key:"addListener",value:function(){eA.on(eM,this.handleReceiveSyncEvent)}},{key:"removeListener",value:function(){eA.removeListener(eM,this.handleReceiveSyncEvent)}},{key:"filterFormatItem",value:function(e,t,n){for(var r=this.state.formattedGraphicalItems,o=0,i=r.length;o<i;o++){var a=r[o];if(a.item===e||a.props.key===e.key||t===(0,_.Gf)(a.item.type)&&n===a.childIndex)return a}return null}},{key:"renderClipPath",value:function(){var e=this.clipPathId,t=this.state.offset,n=t.left,o=t.top,i=t.height,a=t.width;return r.createElement("defs",null,r.createElement("clipPath",{id:e},r.createElement("rect",{x:n,y:o,height:i,width:a})))}},{key:"getXScales",value:function(){var e=this.state.xAxisMap;return e?Object.entries(e).reduce(function(e,t){var n=e2(t,2),r=n[0],o=n[1];return tt(tt({},e),{},tn({},r,o.scale))},{}):null}},{key:"getYScales",value:function(){var e=this.state.yAxisMap;return e?Object.entries(e).reduce(function(e,t){var n=e2(t,2),r=n[0],o=n[1];return tt(tt({},e),{},tn({},r,o.scale))},{}):null}},{key:"getXScaleByAxisId",value:function(e){var t;return null===(t=this.state.xAxisMap)||void 0===t||null===(t=t[e])||void 0===t?void 0:t.scale}},{key:"getYScaleByAxisId",value:function(e){var t;return null===(t=this.state.yAxisMap)||void 0===t||null===(t=t[e])||void 0===t?void 0:t.scale}},{key:"getItemByXY",value:function(e){var t=this.state,n=t.formattedGraphicalItems,r=t.activeItem;if(n&&n.length)for(var o=0,i=n.length;o<i;o++){var a=n[o],l=a.props,s=a.item,c=(0,_.Gf)(s.type);if("Bar"===c){var 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not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tC;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tC;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,E,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,l,"m",O).call(this);let{response:o,data:i}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(o),i))en(this,l,"m",C).call(this,e);if(i.controller.signal?.aborted)throw new es;en(this,l,"m",j).call(this)}_connected(e){this.ended||(et(this,x,e,"f"),et(this,w,e?.headers.get("request-id"),"f"),en(this,u,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,g,"f")}get errored(){return en(this,v,"f")}get aborted(){return en(this,y,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,m,"f")[e]||(en(this,m,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,m,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,m,"f")[e]||(en(this,m,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,b,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,b,!0,"f"),await en(this,f,"f")}get currentMessage(){return en(this,s,"f")}async finalMessage(){return await this.done(),en(this,l,"m",k).call(this)}async finalText(){return await this.done(),en(this,l,"m",S).call(this)}_emit(e,...t){if(en(this,g,"f"))return;"end"===e&&(et(this,g,!0,"f"),en(this,p,"f").call(this));let n=en(this,m,"f")[e];if(n&&(en(this,m,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,b,"f")||n?.length||Promise.reject(e),en(this,d,"f").call(this,e),en(this,h,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,b,"f")||n?.length||Promise.reject(e),en(this,d,"f").call(this,e),en(this,h,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,l,"m",k).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,l,"m",O).call(this),this._connected(null);let r=e$.fromReadableStream(e,this.controller);for await(let e of r)en(this,l,"m",C).call(this,e);if(r.controller.signal?.aborted)throw new es;en(this,l,"m",j).call(this)}[(s=new WeakMap,c=new WeakMap,u=new WeakMap,d=new WeakMap,f=new WeakMap,p=new WeakMap,h=new WeakMap,m=new WeakMap,g=new WeakMap,v=new WeakMap,y=new WeakMap,b=new WeakMap,x=new WeakMap,w=new WeakMap,E=new WeakMap,l=new WeakSet,k=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},S=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ea("stream ended without producing a content block with type=text");return e.join(" ")},O=function(){this.ended||et(this,s,void 0,"f")},C=function(e){if(this.ended)return;let t=en(this,l,"m",_).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tO(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,s,t,"f")}},j=function(){if(this.ended)throw new ea("stream has ended, this shouldn't happen");let e=en(this,s,"f");if(!e)throw new ea("request ended without sending any chunks");return et(this,s,void 0,"f"),e},_=function(e){let t=en(this,s,"f");if("message_start"===e.type){if(t)throw new ea(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ea(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.container=e.delta.container,t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tO(n)){let t=n[tE]||"";if(Object.defineProperty(n,tE,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t)try{n.input=tS(t)}catch(n){let e=new ea(`Unable to parse tool parameter JSON from model. Please retry your request or adjust your prompt. Error: ${n}. JSON: ${t}`);en(this,E,"f").call(this,e)}}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e$(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}let tj={"claude-opus-4-20250514":8192,"claude-opus-4-0":8192,"claude-4-opus-20250514":8192,"anthropic.claude-opus-4-20250514-v1:0":8192,"claude-opus-4@20250514":8192},t_={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};class tP extends tc{constructor(){super(...arguments),this.batches=new ty(this._client)}create(e,t){let{betas:n,...r}=e;r.model in t_&&console.warn(`The model '${r.model}' is deprecated and will reach end-of-life on ${t_[r.model]}
-Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let o=this._client._options.timeout;if(!r.stream&&null==o){let e=tj[r.model]??void 0;o=this._client.calculateNonstreamingTimeout(r.max_tokens,e)}return this._client.post("/v1/messages?beta=true",{body:r,timeout:o??6e5,...t,headers:tf([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}stream(e,t){return tC.createMessage(this,e,t)}countTokens(e,t){let{betas:n,...r}=e;return this._client.post("/v1/messages/count_tokens?beta=true",{body:r,...t,headers:tf([{"anthropic-beta":[...n??[],"token-counting-2024-11-01"].toString()},t?.headers])})}}tP.Batches=ty;class tN extends tc{constructor(){super(...arguments),this.models=new tg(this._client),this.messages=new tP(this._client),this.files=new tm(this._client)}}tN.Models=tg,tN.Messages=tP,tN.Files=tm;class tT extends tc{create(e,t){let{betas:n,...r}=e;return this._client.post("/v1/complete",{body:r,timeout:this._client._options.timeout??6e5,...t,headers:tf([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}}let tA="__json_buf";function tM(e){return"tool_use"===e.type||"server_tool_use"===e.type}class tI{constructor(){P.add(this),this.messages=[],this.receivedMessages=[],N.set(this,void 0),this.controller=new AbortController,T.set(this,void 0),A.set(this,()=>{}),M.set(this,()=>{}),I.set(this,void 0),R.set(this,()=>{}),D.set(this,()=>{}),L.set(this,{}),Z.set(this,!1),z.set(this,!1),B.set(this,!1),F.set(this,!1),H.set(this,void 0),q.set(this,void 0),K.set(this,e=>{if(et(this,z,!0,"f"),eo(e)&&(e=new es),e instanceof es)return et(this,B,!0,"f"),this._emit("abort",e);if(e instanceof ea)return this._emit("error",e);if(e instanceof Error){let t=new ea(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new ea(String(e)))}),et(this,T,new Promise((e,t)=>{et(this,A,e,"f"),et(this,M,t,"f")}),"f"),et(this,I,new Promise((e,t)=>{et(this,R,e,"f"),et(this,D,t,"f")}),"f"),en(this,T,"f").catch(()=>{}),en(this,I,"f").catch(()=>{})}get response(){return en(this,H,"f")}get request_id(){return en(this,q,"f")}async withResponse(){let e=await en(this,T,"f");if(!e)throw Error("Could not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tI;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tI;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,K,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",$).call(this);let{response:o,data:i}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(o),i))en(this,P,"m",V).call(this,e);if(i.controller.signal?.aborted)throw new es;en(this,P,"m",X).call(this)}_connected(e){this.ended||(et(this,H,e,"f"),et(this,q,e?.headers.get("request-id"),"f"),en(this,A,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,Z,"f")}get errored(){return en(this,z,"f")}get aborted(){return en(this,B,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,L,"f")[e]||(en(this,L,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,L,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,L,"f")[e]||(en(this,L,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,F,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,F,!0,"f"),await en(this,I,"f")}get currentMessage(){return en(this,N,"f")}async finalMessage(){return await this.done(),en(this,P,"m",U).call(this)}async finalText(){return await this.done(),en(this,P,"m",W).call(this)}_emit(e,...t){if(en(this,Z,"f"))return;"end"===e&&(et(this,Z,!0,"f"),en(this,R,"f").call(this));let n=en(this,L,"f")[e];if(n&&(en(this,L,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,F,"f")||n?.length||Promise.reject(e),en(this,M,"f").call(this,e),en(this,D,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,F,"f")||n?.length||Promise.reject(e),en(this,M,"f").call(this,e),en(this,D,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,P,"m",U).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",$).call(this),this._connected(null);let r=e$.fromReadableStream(e,this.controller);for await(let e of r)en(this,P,"m",V).call(this,e);if(r.controller.signal?.aborted)throw new es;en(this,P,"m",X).call(this)}[(N=new WeakMap,T=new WeakMap,A=new WeakMap,M=new WeakMap,I=new WeakMap,R=new WeakMap,D=new WeakMap,L=new WeakMap,Z=new WeakMap,z=new WeakMap,B=new WeakMap,F=new WeakMap,H=new WeakMap,q=new WeakMap,K=new WeakMap,P=new WeakSet,U=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},W=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ea("stream ended without producing a content block with type=text");return e.join(" ")},$=function(){this.ended||et(this,N,void 0,"f")},V=function(e){if(this.ended)return;let t=en(this,P,"m",G).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tM(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,N,t,"f")}},X=function(){if(this.ended)throw new ea("stream has ended, this shouldn't happen");let e=en(this,N,"f");if(!e)throw new ea("request ended without sending any chunks");return et(this,N,void 0,"f"),e},G=function(e){let t=en(this,N,"f");if("message_start"===e.type){if(t)throw new ea(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ea(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tM(n)){let t=n[tA]||"";Object.defineProperty(n,tA,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t&&(n.input=tS(t))}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e$(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}class tR extends 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JSON.parse(e.substring(a,e.lastIndexOf("e")))}catch(e){i(String(e))}}},d=()=>{for(;r<n&&" \n\r	".includes(e[r]);)r++};return a()},nq=e=>(function(e,t=nz.ALL){if("string"!=typeof e)throw TypeError(`expecting str, got ${typeof e}`);if(!e.trim())throw Error(`${e} is empty`);return nH(e.trim(),t)})(e,nz.ALL^nz.NUM);var nU=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n},nW=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)};class nK extends nL{constructor(e){super(),eh.add(this),em.set(this,void 0),eg.set(this,void 0),ev.set(this,void 0),nU(this,em,e,"f"),nU(this,eg,[],"f")}get currentChatCompletionSnapshot(){return nW(this,ev,"f")}static fromReadableStream(e){let t=new nK(null);return t._run(()=>t._fromReadableStream(e)),t}static createChatCompletion(e,t,n){let r=new nK(t);return r._run(()=>r._runChatCompletion(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createChatCompletion(e,t,n){super._createChatCompletion;let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),nW(this,eh,"m",ey).call(this);let o=await e.chat.completions.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))nW(this,eh,"m",ex).call(this,e);if(o.controller.signal?.aborted)throw new A;return this._addChatCompletion(nW(this,eh,"m",eS).call(this))}async _fromReadableStream(e,t){let n;let r=t?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),nW(this,eh,"m",ey).call(this),this._connected();let o=e5.fromReadableStream(e,this.controller);for await(let e of o)n&&n!==e.id&&this._addChatCompletion(nW(this,eh,"m",eS).call(this)),nW(this,eh,"m",ex).call(this,e),n=e.id;if(o.controller.signal?.aborted)throw new A;return this._addChatCompletion(nW(this,eh,"m",eS).call(this))}[(em=new WeakMap,eg=new WeakMap,ev=new WeakMap,eh=new WeakSet,ey=function(){this.ended||nU(this,ev,void 0,"f")},eb=function(e){let t=nW(this,eg,"f")[e.index];return t||(t={content_done:!1,refusal_done:!1,logprobs_content_done:!1,logprobs_refusal_done:!1,done_tool_calls:new Set,current_tool_call_index:null},nW(this,eg,"f")[e.index]=t),t},ex=function(e){if(this.ended)return;let t=nW(this,eh,"m",eO).call(this,e);for(let n of(this._emit("chunk",e,t),e.choices)){let e=t.choices[n.index];null!=n.delta.content&&e.message?.role==="assistant"&&e.message?.content&&(this._emit("content",n.delta.content,e.message.content),this._emit("content.delta",{delta:n.delta.content,snapshot:e.message.content,parsed:e.message.parsed})),null!=n.delta.refusal&&e.message?.role==="assistant"&&e.message?.refusal&&this._emit("refusal.delta",{delta:n.delta.refusal,snapshot:e.message.refusal}),n.logprobs?.content!=null&&e.message?.role==="assistant"&&this._emit("logprobs.content.delta",{content:n.logprobs?.content,snapshot:e.logprobs?.content??[]}),n.logprobs?.refusal!=null&&e.message?.role==="assistant"&&this._emit("logprobs.refusal.delta",{refusal:n.logprobs?.refusal,snapshot:e.logprobs?.refusal??[]});let r=nW(this,eh,"m",eb).call(this,e);for(let t of(e.finish_reason&&(nW(this,eh,"m",ek).call(this,e),null!=r.current_tool_call_index&&nW(this,eh,"m",ew).call(this,e,r.current_tool_call_index)),n.delta.tool_calls??[]))r.current_tool_call_index!==t.index&&(nW(this,eh,"m",ek).call(this,e),null!=r.current_tool_call_index&&nW(this,eh,"m",ew).call(this,e,r.current_tool_call_index)),r.current_tool_call_index=t.index;for(let t of n.delta.tool_calls??[]){let n=e.message.tool_calls?.[t.index];n?.type&&(n?.type==="function"?this._emit("tool_calls.function.arguments.delta",{name:n.function?.name,index:t.index,arguments:n.function.arguments,parsed_arguments:n.function.parsed_arguments,arguments_delta:t.function?.arguments??""}):n?.type)}}},ew=function(e,t){if(nW(this,eh,"m",eb).call(this,e).done_tool_calls.has(t))return;let n=e.message.tool_calls?.[t];if(!n)throw Error("no tool call snapshot");if(!n.type)throw Error("tool call snapshot missing `type`");if("function"===n.type){let e=nW(this,em,"f")?.tools?.find(e=>"function"===e.type&&e.function.name===n.function.name);this._emit("tool_calls.function.arguments.done",{name:n.function.name,index:t,arguments:n.function.arguments,parsed_arguments:nM(e)?e.$parseRaw(n.function.arguments):e?.function.strict?JSON.parse(n.function.arguments):null})}else n.type},ek=function(e){let t=nW(this,eh,"m",eb).call(this,e);if(e.message.content&&!t.content_done){t.content_done=!0;let n=nW(this,eh,"m",eE).call(this);this._emit("content.done",{content:e.message.content,parsed:n?n.$parseRaw(e.message.content):null})}e.message.refusal&&!t.refusal_done&&(t.refusal_done=!0,this._emit("refusal.done",{refusal:e.message.refusal})),e.logprobs?.content&&!t.logprobs_content_done&&(t.logprobs_content_done=!0,this._emit("logprobs.content.done",{content:e.logprobs.content})),e.logprobs?.refusal&&!t.logprobs_refusal_done&&(t.logprobs_refusal_done=!0,this._emit("logprobs.refusal.done",{refusal:e.logprobs.refusal}))},eS=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");let e=nW(this,ev,"f");if(!e)throw new N("request ended without sending any chunks");return nU(this,ev,void 0,"f"),nU(this,eg,[],"f"),function(e,t){var n;let{id:r,choices:o,created:i,model:a,system_fingerprint:l,...s}=e;return n={...s,id:r,choices:o.map(({message:t,finish_reason:n,index:r,logprobs:o,...i})=>{if(!n)throw new N(`missing finish_reason for choice ${r}`);let{content:a=null,function_call:l,tool_calls:s,...c}=t,u=t.role;if(!u)throw new N(`missing role for choice ${r}`);if(l){let{arguments:e,name:s}=l;if(null==e)throw new N(`missing function_call.arguments for choice ${r}`);if(!s)throw new N(`missing function_call.name for choice ${r}`);return{...i,message:{content:a,function_call:{arguments:e,name:s},role:u,refusal:t.refusal??null},finish_reason:n,index:r,logprobs:o}}return s?{...i,index:r,finish_reason:n,logprobs:o,message:{...c,role:u,content:a,refusal:t.refusal??null,tool_calls:s.map((t,n)=>{let{function:o,type:i,id:a,...l}=t,{arguments:s,name:c,...u}=o||{};if(null==a)throw new N(`missing choices[${r}].tool_calls[${n}].id
-${n$(e)}`);if(null==i)throw new N(`missing choices[${r}].tool_calls[${n}].type
-${n$(e)}`);if(null==c)throw new N(`missing choices[${r}].tool_calls[${n}].function.name
-${n$(e)}`);if(null==s)throw new N(`missing choices[${r}].tool_calls[${n}].function.arguments
-${n$(e)}`);return{...l,id:a,type:i,function:{...u,name:c,arguments:s}}})}}:{...i,message:{...c,content:a,role:u,refusal:t.refusal??null},finish_reason:n,index:r,logprobs:o}}),created:i,model:a,object:"chat.completion",...l?{system_fingerprint:l}:{}},t&&nR(t)?nI(n,t):{...n,choices:n.choices.map(e=>({...e,message:{...e.message,parsed:null,...e.message.tool_calls?{tool_calls:e.message.tool_calls}:void 0}}))}}(e,nW(this,em,"f"))},eE=function(){let e=nW(this,em,"f")?.response_format;return nA(e)?e:null},eO=function(e){var t,n,r,o;let i=nW(this,ev,"f"),{choices:a,...l}=e;for(let{delta:a,finish_reason:s,index:c,logprobs:u=null,...d}of(i?Object.assign(i,l):i=nU(this,ev,{...l,choices:[]},"f"),e.choices)){let e=i.choices[c];if(e||(e=i.choices[c]={finish_reason:s,index:c,message:{},logprobs:u,...d}),u){if(e.logprobs){let{content:r,refusal:o,...i}=u;Object.assign(e.logprobs,i),r&&((t=e.logprobs).content??(t.content=[]),e.logprobs.content.push(...r)),o&&((n=e.logprobs).refusal??(n.refusal=[]),e.logprobs.refusal.push(...o))}else e.logprobs=Object.assign({},u)}if(s&&(e.finish_reason=s,nW(this,em,"f")&&nR(nW(this,em,"f")))){if("length"===s)throw new q;if("content_filter"===s)throw new U}if(Object.assign(e,d),!a)continue;let{content:l,refusal:f,function_call:p,role:h,tool_calls:m,...g}=a;if(Object.assign(e.message,g),f&&(e.message.refusal=(e.message.refusal||"")+f),h&&(e.message.role=h),p&&(e.message.function_call?(p.name&&(e.message.function_call.name=p.name),p.arguments&&((r=e.message.function_call).arguments??(r.arguments=""),e.message.function_call.arguments+=p.arguments)):e.message.function_call=p),l&&(e.message.content=(e.message.content||"")+l,!e.message.refusal&&nW(this,eh,"m",eE).call(this)&&(e.message.parsed=nq(e.message.content))),m)for(let{index:t,id:n,type:r,function:i,...a}of(e.message.tool_calls||(e.message.tool_calls=[]),m)){let l=(o=e.message.tool_calls)[t]??(o[t]={});Object.assign(l,a),n&&(l.id=n),r&&(l.type=r),i&&(l.function??(l.function={name:i.name??"",arguments:""})),i?.name&&(l.function.name=i.name),i?.arguments&&(l.function.arguments+=i.arguments,function(e,t){if(!e)return!1;let n=e.tools?.find(e=>e.function?.name===t.function.name);return nM(n)||n?.function.strict||!1}(nW(this,em,"f"),l)&&(l.function.parsed_arguments=nq(l.function.arguments)))}}return i},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("chunk",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e5(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function n$(e){return JSON.stringify(e)}class nV extends nK{static fromReadableStream(e){let t=new nV(null);return t._run(()=>t._fromReadableStream(e)),t}static runFunctions(e,t,n){let r=new nV(null),o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new nV(t),o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}}class nX extends tG{parse(e,t){return!function(e){for(let t of e??[]){if("function"!==t.type)throw new N(`Currently only \`function\` tool types support auto-parsing; Received \`${t.type}\``);if(!0!==t.function.strict)throw new N(`The \`${t.function.name}\` tool is not marked with \`strict: true\`. Only strict function tools can be auto-parsed`)}}(e.tools),this._client.chat.completions.create(e,{...t,headers:{...t?.headers,"X-Stainless-Helper-Method":"beta.chat.completions.parse"}})._thenUnwrap(t=>nI(t,e))}runFunctions(e,t){return e.stream?nV.runFunctions(this._client,e,t):nZ.runFunctions(this._client,e,t)}runTools(e,t){return e.stream?nV.runTools(this._client,e,t):nZ.runTools(this._client,e,t)}stream(e,t){return nK.createChatCompletion(this._client,e,t)}}class nG extends tG{constructor(){super(...arguments),this.completions=new nX(this._client)}}(nG||(nG={})).Completions=nX;class nY extends tG{create(e,t){return this._client.post("/realtime/sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class nQ extends tG{create(e,t){return this._client.post("/realtime/transcription_sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class nJ extends tG{constructor(){super(...arguments),this.sessions=new nY(this._client),this.transcriptionSessions=new nQ(this._client)}}nJ.Sessions=nY,nJ.TranscriptionSessions=nQ;var n0=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)},n1=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n};class n2 extends nT{constructor(){super(...arguments),eC.add(this),ej.set(this,[]),e_.set(this,{}),eP.set(this,{}),eN.set(this,void 0),eT.set(this,void 0),eA.set(this,void 0),eM.set(this,void 0),eI.set(this,void 0),eR.set(this,void 0),eD.set(this,void 0),eL.set(this,void 0),eZ.set(this,void 0)}[(ej=new WeakMap,e_=new WeakMap,eP=new WeakMap,eN=new WeakMap,eT=new WeakMap,eA=new WeakMap,eM=new WeakMap,eI=new WeakMap,eR=new WeakMap,eD=new WeakMap,eL=new WeakMap,eZ=new WeakMap,eC=new WeakSet,Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("event",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}static fromReadableStream(e){let t=new n2;return t._run(()=>t._fromReadableStream(e)),t}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),this._connected();let r=e5.fromReadableStream(e,this.controller);for await(let e of r)n0(this,eC,"m",ez).call(this,e);if(r.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}toReadableStream(){return new e5(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}static createToolAssistantStream(e,t,n,r,o){let i=new n2;return i._run(()=>i._runToolAssistantStream(e,t,n,r,{...o,headers:{...o?.headers,"X-Stainless-Helper-Method":"stream"}})),i}async _createToolAssistantStream(e,t,n,r,o){let i=o?.signal;i&&(i.aborted&&this.controller.abort(),i.addEventListener("abort",()=>this.controller.abort()));let a={...r,stream:!0},l=await e.submitToolOutputs(t,n,a,{...o,signal:this.controller.signal});for await(let e of(this._connected(),l))n0(this,eC,"m",ez).call(this,e);if(l.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}static createThreadAssistantStream(e,t,n){let r=new n2;return r._run(()=>r._threadAssistantStream(e,t,{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}static createAssistantStream(e,t,n,r){let o=new n2;return o._run(()=>o._runAssistantStream(e,t,n,{...r,headers:{...r?.headers,"X-Stainless-Helper-Method":"stream"}})),o}currentEvent(){return n0(this,eD,"f")}currentRun(){return n0(this,eL,"f")}currentMessageSnapshot(){return n0(this,eN,"f")}currentRunStepSnapshot(){return n0(this,eZ,"f")}async finalRunSteps(){return await this.done(),Object.values(n0(this,e_,"f"))}async finalMessages(){return await this.done(),Object.values(n0(this,eP,"f"))}async finalRun(){if(await this.done(),!n0(this,eT,"f"))throw Error("Final run was not received.");return n0(this,eT,"f")}async _createThreadAssistantStream(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort()));let o={...t,stream:!0},i=await e.createAndRun(o,{...n,signal:this.controller.signal});for await(let e of(this._connected(),i))n0(this,eC,"m",ez).call(this,e);if(i.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}async _createAssistantStream(e,t,n,r){let o=r?.signal;o&&(o.aborted&&this.controller.abort(),o.addEventListener("abort",()=>this.controller.abort()));let i={...n,stream:!0},a=await e.create(t,i,{...r,signal:this.controller.signal});for await(let e of(this._connected(),a))n0(this,eC,"m",ez).call(this,e);if(a.controller.signal?.aborted)throw new A;return this._addRun(n0(this,eC,"m",eB).call(this))}static accumulateDelta(e,t){for(let[n,r]of Object.entries(t)){if(!e.hasOwnProperty(n)){e[n]=r;continue}let t=e[n];if(null==t||"index"===n||"type"===n){e[n]=r;continue}if("string"==typeof t&&"string"==typeof r)t+=r;else if("number"==typeof t&&"number"==typeof r)t+=r;else if(tX(t)&&tX(r))t=this.accumulateDelta(t,r);else if(Array.isArray(t)&&Array.isArray(r)){if(t.every(e=>"string"==typeof e||"number"==typeof e)){t.push(...r);continue}for(let e of r){if(!tX(e))throw Error(`Expected array delta entry to be an object but got: ${e}`);let n=e.index;if(null==n)throw console.error(e),Error("Expected array delta entry to have an `index` property");if("number"!=typeof n)throw Error(`Expected array delta entry \`index\` property to be a number but got ${n}`);let r=t[n];null==r?t.push(e):t[n]=this.accumulateDelta(r,e)}continue}else throw Error(`Unhandled record type: ${n}, deltaValue: ${r}, accValue: ${t}`);e[n]=t}return e}_addRun(e){return e}async _threadAssistantStream(e,t,n){return await this._createThreadAssistantStream(t,e,n)}async _runAssistantStream(e,t,n,r){return await this._createAssistantStream(t,e,n,r)}async _runToolAssistantStream(e,t,n,r,o){return await this._createToolAssistantStream(n,e,t,r,o)}}ez=function(e){if(!this.ended)switch(n1(this,eD,e,"f"),n0(this,eC,"m",eq).call(this,e),e.event){case"thread.created":break;case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":case"thread.run.requires_action":case"thread.run.completed":case"thread.run.incomplete":case"thread.run.failed":case"thread.run.cancelling":case"thread.run.cancelled":case"thread.run.expired":n0(this,eC,"m",e$).call(this,e);break;case"thread.run.step.created":case"thread.run.step.in_progress":case"thread.run.step.delta":case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":n0(this,eC,"m",eH).call(this,e);break;case"thread.message.created":case"thread.message.in_progress":case"thread.message.delta":case"thread.message.completed":case"thread.message.incomplete":n0(this,eC,"m",eF).call(this,e);break;case"error":throw Error("Encountered an error event in event processing - errors should be processed earlier")}},eB=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");if(!n0(this,eT,"f"))throw Error("Final run has not been received");return n0(this,eT,"f")},eF=function(e){let[t,n]=n0(this,eC,"m",eW).call(this,e,n0(this,eN,"f"));for(let e of(n1(this,eN,t,"f"),n0(this,eP,"f")[t.id]=t,n)){let n=t.content[e.index];n?.type=="text"&&this._emit("textCreated",n.text)}switch(e.event){case"thread.message.created":this._emit("messageCreated",e.data);break;case"thread.message.in_progress":break;case"thread.message.delta":if(this._emit("messageDelta",e.data.delta,t),e.data.delta.content)for(let n of e.data.delta.content){if("text"==n.type&&n.text){let e=n.text,r=t.content[n.index];if(r&&"text"==r.type)this._emit("textDelta",e,r.text);else throw Error("The snapshot associated with this text delta is not text or missing")}if(n.index!=n0(this,eA,"f")){if(n0(this,eM,"f"))switch(n0(this,eM,"f").type){case"text":this._emit("textDone",n0(this,eM,"f").text,n0(this,eN,"f"));break;case"image_file":this._emit("imageFileDone",n0(this,eM,"f").image_file,n0(this,eN,"f"))}n1(this,eA,n.index,"f")}n1(this,eM,t.content[n.index],"f")}break;case"thread.message.completed":case"thread.message.incomplete":if(void 0!==n0(this,eA,"f")){let t=e.data.content[n0(this,eA,"f")];if(t)switch(t.type){case"image_file":this._emit("imageFileDone",t.image_file,n0(this,eN,"f"));break;case"text":this._emit("textDone",t.text,n0(this,eN,"f"))}}n0(this,eN,"f")&&this._emit("messageDone",e.data),n1(this,eN,void 0,"f")}},eH=function(e){let t=n0(this,eC,"m",eU).call(this,e);switch(n1(this,eZ,t,"f"),e.event){case"thread.run.step.created":this._emit("runStepCreated",e.data);break;case"thread.run.step.delta":let n=e.data.delta;if(n.step_details&&"tool_calls"==n.step_details.type&&n.step_details.tool_calls&&"tool_calls"==t.step_details.type)for(let e of n.step_details.tool_calls)e.index==n0(this,eI,"f")?this._emit("toolCallDelta",e,t.step_details.tool_calls[e.index]):(n0(this,eR,"f")&&this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eI,e.index,"f"),n1(this,eR,t.step_details.tool_calls[e.index],"f"),n0(this,eR,"f")&&this._emit("toolCallCreated",n0(this,eR,"f")));this._emit("runStepDelta",e.data.delta,t);break;case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":n1(this,eZ,void 0,"f"),"tool_calls"==e.data.step_details.type&&n0(this,eR,"f")&&(this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eR,void 0,"f")),this._emit("runStepDone",e.data,t)}},eq=function(e){n0(this,ej,"f").push(e),this._emit("event",e)},eU=function(e){switch(e.event){case"thread.run.step.created":return n0(this,e_,"f")[e.data.id]=e.data,e.data;case"thread.run.step.delta":let t=n0(this,e_,"f")[e.data.id];if(!t)throw Error("Received a RunStepDelta before creation of a snapshot");let n=e.data;if(n.delta){let r=n2.accumulateDelta(t,n.delta);n0(this,e_,"f")[e.data.id]=r}return n0(this,e_,"f")[e.data.id];case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":case"thread.run.step.in_progress":n0(this,e_,"f")[e.data.id]=e.data}if(n0(this,e_,"f")[e.data.id])return n0(this,e_,"f")[e.data.id];throw Error("No snapshot available")},eW=function(e,t){let n=[];switch(e.event){case"thread.message.created":return[e.data,n];case"thread.message.delta":if(!t)throw Error("Received a delta with no existing snapshot (there should be one from message creation)");let r=e.data;if(r.delta.content)for(let e of r.delta.content)if(e.index in t.content){let n=t.content[e.index];t.content[e.index]=n0(this,eC,"m",eK).call(this,e,n)}else t.content[e.index]=e,n.push(e);return[t,n];case"thread.message.in_progress":case"thread.message.completed":case"thread.message.incomplete":if(t)return[t,n];throw Error("Received thread message event with no existing snapshot")}throw Error("Tried to accumulate a non-message event")},eK=function(e,t){return n2.accumulateDelta(t,e)},e$=function(e){switch(n1(this,eL,e.data,"f"),e.event){case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":break;case"thread.run.requires_action":case"thread.run.cancelled":case"thread.run.failed":case"thread.run.completed":case"thread.run.expired":n1(this,eT,e.data,"f"),n0(this,eR,"f")&&(this._emit("toolCallDone",n0(this,eR,"f")),n1(this,eR,void 0,"f"))}};class n4 extends tG{create(e,t,n){return this._client.post(`/threads/${e}/messages`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}retrieve(e,t,n){return this._client.get(`/threads/${e}/messages/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}update(e,t,n,r){return this._client.post(`/threads/${e}/messages/${t}`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/threads/${e}/messages`,n6,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}del(e,t,n){return this._client.delete(`/threads/${e}/messages/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}}class n6 extends t0{}n4.MessagesPage=n6;class n3 extends tG{retrieve(e,t,n,r={},o){return tj(r)?this.retrieve(e,t,n,{},r):this._client.get(`/threads/${e}/runs/${t}/steps/${n}`,{query:r,...o,headers:{"OpenAI-Beta":"assistants=v2",...o?.headers}})}list(e,t,n={},r){return tj(n)?this.list(e,t,{},n):this._client.getAPIList(`/threads/${e}/runs/${t}/steps`,n8,{query:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}}class n8 extends t0{}n3.RunStepsPage=n8;class n5 extends tG{constructor(){super(...arguments),this.steps=new n3(this._client)}create(e,t,n){let{include:r,...o}=t;return this._client.post(`/threads/${e}/runs`,{query:{include:r},body:o,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers},stream:t.stream??!1})}retrieve(e,t,n){return this._client.get(`/threads/${e}/runs/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}update(e,t,n,r){return this._client.post(`/threads/${e}/runs/${t}`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/threads/${e}/runs`,n7,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}cancel(e,t,n){return this._client.post(`/threads/${e}/runs/${t}/cancel`,{...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}async createAndPoll(e,t,n){let r=await this.create(e,t,n);return await this.poll(e,r.id,n)}createAndStream(e,t,n){return n2.createAssistantStream(e,this._client.beta.threads.runs,t,n)}async poll(e,t,n){let r={...n?.headers,"X-Stainless-Poll-Helper":"true"};for(n?.pollIntervalMs&&(r["X-Stainless-Custom-Poll-Interval"]=n.pollIntervalMs.toString());;){let{data:o,response:i}=await this.retrieve(e,t,{...n,headers:{...n?.headers,...r}}).withResponse();switch(o.status){case"queued":case"in_progress":case"cancelling":let a=5e3;if(n?.pollIntervalMs)a=n.pollIntervalMs;else{let e=i.headers.get("openai-poll-after-ms");if(e){let t=parseInt(e);isNaN(t)||(a=t)}}await tR(a);break;case"requires_action":case"incomplete":case"cancelled":case"completed":case"failed":case"expired":return o}}}stream(e,t,n){return n2.createAssistantStream(e,this._client.beta.threads.runs,t,n)}submitToolOutputs(e,t,n,r){return this._client.post(`/threads/${e}/runs/${t}/submit_tool_outputs`,{body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers},stream:n.stream??!1})}async submitToolOutputsAndPoll(e,t,n,r){let o=await this.submitToolOutputs(e,t,n,r);return await this.poll(e,o.id,r)}submitToolOutputsStream(e,t,n,r){return n2.createToolAssistantStream(e,t,this._client.beta.threads.runs,n,r)}}class n7 extends t0{}n5.RunsPage=n7,n5.Steps=n3,n5.RunStepsPage=n8;class n9 extends tG{constructor(){super(...arguments),this.runs=new n5(this._client),this.messages=new n4(this._client)}create(e={},t){return tj(e)?this.create({},e):this._client.post("/threads",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}retrieve(e,t){return this._client.get(`/threads/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}update(e,t,n){return this._client.post(`/threads/${e}`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}del(e,t){return this._client.delete(`/threads/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}createAndRun(e,t){return this._client.post("/threads/runs",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers},stream:e.stream??!1})}async createAndRunPoll(e,t){let n=await this.createAndRun(e,t);return await this.runs.poll(n.thread_id,n.id,t)}createAndRunStream(e,t){return n2.createThreadAssistantStream(e,this._client.beta.threads,t)}}n9.Runs=n5,n9.RunsPage=n7,n9.Messages=n4,n9.MessagesPage=n6;class re extends tG{constructor(){super(...arguments),this.realtime=new nJ(this._client),this.chat=new nG(this._client),this.assistants=new nS(this._client),this.threads=new n9(this._client)}}re.Realtime=nJ,re.Assistants=nS,re.AssistantsPage=nE,re.Threads=n9;class rt extends tG{create(e,t){return this._client.post("/batches",{body:e,...t})}retrieve(e,t){return this._client.get(`/batches/${e}`,t)}list(e={},t){return tj(e)?this.list({},e):this._client.getAPIList("/batches",rn,{query:e,...t})}cancel(e,t){return this._client.post(`/batches/${e}/cancel`,t)}}class rn extends t0{}rt.BatchesPage=rn;class rr extends tG{create(e,t,n){return this._client.post(`/uploads/${e}/parts`,td({body:t,...n}))}}class ro extends tG{constructor(){super(...arguments),this.parts=new rr(this._client)}create(e,t){return this._client.post("/uploads",{body:e,...t})}cancel(e,t){return this._client.post(`/uploads/${e}/cancel`,t)}complete(e,t,n){return this._client.post(`/uploads/${e}/complete`,{body:t,...n})}}function ri(e,t){let n=e.output.map(e=>{if("function_call"===e.type)return{...e,parsed_arguments:function(e,t){var n,r;let o=(n=e.tools??[],r=t.name,n.find(e=>"function"===e.type&&e.name===r));return{...t,...t,parsed_arguments:o?.$brand==="auto-parseable-tool"?o.$parseRaw(t.arguments):o?.strict?JSON.parse(t.arguments):null}}(t,e)};if("message"===e.type){let n=e.content.map(e=>{var n;return"output_text"===e.type?{...e,parsed:(n=e.text,t.text?.format?.type!=="json_schema"?null:"$parseRaw"in t.text?.format?(t.text?.format).$parseRaw(n):JSON.parse(n))}:e});return{...e,content:n}}return e}),r=Object.assign({},e,{output:n});return Object.getOwnPropertyDescriptor(e,"output_text")||ra(r),Object.defineProperty(r,"output_parsed",{enumerable:!0,get(){for(let e of r.output)if("message"===e.type){for(let t of e.content)if("output_text"===t.type&&null!==t.parsed)return t.parsed}return null}}),r}function ra(e){let t=[];for(let n of e.output)if("message"===n.type)for(let e of n.content)"output_text"===e.type&&t.push(e.text);e.output_text=t.join("")}ro.Parts=rr;class rl extends tG{list(e,t={},n){return tj(t)?this.list(e,{},t):this._client.getAPIList(`/responses/${e}/input_items`,rf,{query:t,...n})}}var rs=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n},rc=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)};class ru extends nT{constructor(e){super(),eV.add(this),eX.set(this,void 0),eG.set(this,void 0),eY.set(this,void 0),rs(this,eX,e,"f")}static createResponse(e,t,n){let r=new ru(t);return r._run(()=>r._createResponse(e,t,{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createResponse(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),rc(this,eV,"m",eQ).call(this);let o=await e.responses.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))rc(this,eV,"m",eJ).call(this,e);if(o.controller.signal?.aborted)throw new A;return rc(this,eV,"m",e0).call(this)}[(eX=new WeakMap,eG=new WeakMap,eY=new WeakMap,eV=new WeakSet,eQ=function(){this.ended||rs(this,eG,void 0,"f")},eJ=function(e){if(this.ended)return;let t=rc(this,eV,"m",e1).call(this,e);switch(this._emit("event",e),e.type){case"response.output_text.delta":{let n=t.output[e.output_index];if(!n)throw new N(`missing output at index ${e.output_index}`);if("message"===n.type){let t=n.content[e.content_index];if(!t)throw new N(`missing content at index ${e.content_index}`);if("output_text"!==t.type)throw new N(`expected content to be 'output_text', got ${t.type}`);this._emit("response.output_text.delta",{...e,snapshot:t.text})}break}case"response.function_call_arguments.delta":{let n=t.output[e.output_index];if(!n)throw new N(`missing output at index ${e.output_index}`);"function_call"===n.type&&this._emit("response.function_call_arguments.delta",{...e,snapshot:n.arguments});break}default:this._emit(e.type,e)}},e0=function(){if(this.ended)throw new N("stream has ended, this shouldn't happen");let e=rc(this,eG,"f");if(!e)throw new N("request ended without sending any events");rs(this,eG,void 0,"f");let t=function(e,t){return t&&nA(t.text?.format)?ri(e,t):{...e,output_parsed:null,output:e.output.map(e=>"function_call"===e.type?{...e,parsed_arguments:null}:"message"===e.type?{...e,content:e.content.map(e=>({...e,parsed:null}))}:e)}}(e,rc(this,eX,"f"));return rs(this,eY,t,"f"),t},e1=function(e){let t=rc(this,eG,"f");if(!t){if("response.created"!==e.type)throw new N(`When snapshot hasn't been set yet, expected 'response.created' event, got ${e.type}`);return rs(this,eG,e.response,"f")}switch(e.type){case"response.output_item.added":t.output.push(e.item);break;case"response.content_part.added":{let n=t.output[e.output_index];if(!n)throw 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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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diff --git a/ui/litellm-dashboard/out/_next/static/css/c8d591a6ccd18f71.css b/ui/litellm-dashboard/out/_next/static/css/c8d591a6ccd18f71.css
new file mode 100644
index 0000000000..fdce4c7455
--- /dev/null
+++ b/ui/litellm-dashboard/out/_next/static/css/c8d591a6ccd18f71.css
@@ -0,0 +1,3 @@
+/*
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diff --git a/ui/litellm-dashboard/out/onboarding.txt b/ui/litellm-dashboard/out/onboarding.txt
index a00d3f2daf..4f06792a7d 100644
--- a/ui/litellm-dashboard/out/onboarding.txt
+++ b/ui/litellm-dashboard/out/onboarding.txt
@@ -1,7 +1,7 @@
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 1:null

From 1dbac75675b72d74cb70cc10f843c7354f108620 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Sun, 10 Aug 2025 09:31:28 -0700
Subject: [PATCH 21/32] docs(index.md): update release with deployment
 information

---
 .../release_notes/v1.75.5-stable/index.md     | 22 ++++++++++++++++---
 1 file changed, 19 insertions(+), 3 deletions(-)

diff --git a/docs/my-website/release_notes/v1.75.5-stable/index.md b/docs/my-website/release_notes/v1.75.5-stable/index.md
index 381ae2310b..37a9998a32 100644
--- a/docs/my-website/release_notes/v1.75.5-stable/index.md
+++ b/docs/my-website/release_notes/v1.75.5-stable/index.md
@@ -21,11 +21,27 @@ import TabItem from '@theme/TabItem';
 
 ## Deploy this version
 
-:::info
+<Tabs>
+<TabItem value="docker" label="Docker">
 
-This release is not out yet. 
+``` showLineNumbers title="docker run litellm"
+docker run \
+-e STORE_MODEL_IN_DB=True \
+-p 4000:4000 \
+ghcr.io/berriai/litellm:v1.75.5.rc.1
+```
+</TabItem>
 
-:::
+<TabItem value="pip" label="Pip">
+
+``` showLineNumbers title="pip install litellm"
+pip install litellm==1.75.5.post1
+```
+
+</TabItem>
+</Tabs>
+
+---
 
 ---
 

From bd8a0ae0d015a0a52ae3cfb95b2fe39e6f98ae20 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Sun, 10 Aug 2025 09:42:55 -0700
Subject: [PATCH 22/32] docs: fix order

---
 docs/my-website/release_notes/v1.75.5-stable/index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/my-website/release_notes/v1.75.5-stable/index.md b/docs/my-website/release_notes/v1.75.5-stable/index.md
index 37a9998a32..de3945cef6 100644
--- a/docs/my-website/release_notes/v1.75.5-stable/index.md
+++ b/docs/my-website/release_notes/v1.75.5-stable/index.md
@@ -1,7 +1,7 @@
 ---
 title: "[PRE-RELEASE]v1.75.5-stable"
 slug: "v1-75-5"
-date: 2025-08-02T10:00:00
+date: 2025-08-10T10:00:00
 authors:
   - name: Krrish Dholakia
     title: CEO, LiteLLM

From 1cd827874f03473c4f91956e3d8bd7b4818afebb Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Sun, 10 Aug 2025 09:55:36 -0700
Subject: [PATCH 23/32] [Bug Fix] - Allow using `reasoning_effort` for gpt-5
 model family and `reasoning` for Responses API (#13475)

* test_openai_gpt5_reasoning

* test_openai_gpt5_reasoning_effort_parameter

* add OpenAIGPT5ResponsesAPIConfig

* test_openai_gpt5_reasoning_effort_parameter

* fixes
---
 litellm/utils.py                              |  5 ++
 .../test_openai_responses_api.py              | 85 +++++++++++++++++++
 tests/llm_translation/test_openai.py          | 10 +++
 3 files changed, 100 insertions(+)

diff --git a/litellm/utils.py b/litellm/utils.py
index 17d10b04b6..1a571d3027 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -6755,6 +6755,11 @@ class ProviderConfigManager:
             and litellm.openaiOSeriesConfig.is_model_o_series_model(model=model)
         ):
             return litellm.openaiOSeriesConfig
+        elif (
+            provider == LlmProviders.OPENAI
+            and litellm.OpenAIGPT5Config.is_model_gpt_5_model(model=model)
+        ):
+            return litellm.OpenAIGPT5Config()
         elif litellm.LlmProviders.DEEPSEEK == provider:
             return litellm.DeepSeekChatConfig()
         elif litellm.LlmProviders.GROQ == provider:
diff --git a/tests/llm_responses_api_testing/test_openai_responses_api.py b/tests/llm_responses_api_testing/test_openai_responses_api.py
index 427f779cb0..10cb65d59f 100644
--- a/tests/llm_responses_api_testing/test_openai_responses_api.py
+++ b/tests/llm_responses_api_testing/test_openai_responses_api.py
@@ -1398,4 +1398,89 @@ async def test_aresponses_service_tier_and_safety_identifier():
         print("Response:", json.dumps(response, indent=4, default=str))
 
 
+@pytest.mark.asyncio
+async def test_openai_gpt5_reasoning_effort_parameter():
+    """Test that reasoning_effort parameter is properly sent in the HTTP request for GPT-5 models."""
+    
+    # Mock response for GPT-5 responses API (correct format)
+    mock_response = {
+        "id": "resp_01ABC123",
+        "object": "response", 
+        "created_at": 1729621667,
+        "status": "completed",
+        "model": "gpt-5-mini",
+        "output": [
+            {
+                "type": "message",
+                "id": "msg_123",
+                "status": "completed", 
+                "role": "assistant",
+                "content": [
+                    {"type": "output_text", "text": "The capital of France is Paris.", "annotations": []}
+                ],
+            }
+        ],
+        "parallel_tool_calls": True,
+        "usage": {
+            "input_tokens": 15,
+            "input_tokens_details": {"cached_tokens": 0},
+            "output_tokens": 8,
+            "output_tokens_details": {"reasoning_tokens": 0},
+            "total_tokens": 23,
+        },
+        "text": {"format": {"type": "text"}},
+        "error": None,
+        "incomplete_details": None,
+        "instructions": None,
+        "metadata": {},
+        "temperature": 1.0,
+        "tool_choice": "auto",
+        "tools": [],
+        "top_p": 1.0,
+        "max_output_tokens": None,
+        "previous_response_id": None,
+        "reasoning": {"effort": "low", "summary": None},
+        "truncation": "disabled",
+        "user": None,
+    }
+
+    class MockResponse:
+        def __init__(self, json_data, status_code):
+            self._json_data = json_data
+            self.status_code = status_code
+            self.text = json.dumps(json_data)
+
+        def json(self):
+            return self._json_data
+
+    with patch(
+        "litellm.llms.custom_httpx.http_handler.AsyncHTTPHandler.post",
+        new_callable=AsyncMock,
+    ) as mock_post:
+        # Configure the mock to return our response
+        mock_post.return_value = MockResponse(mock_response, 200)
+
+        litellm._turn_on_debug()
+        litellm.set_verbose = True
+
+        # Call aresponses with reasoning_effort parameter
+        response = await litellm.aresponses(
+            model="openai/gpt-5-mini",
+            input="What is the capital of France?",
+            reasoning={"effort": "minimal"},
+        )
+
+        # Verify the request was made correctly
+        mock_post.assert_called_once()
+        request_body = mock_post.call_args.kwargs["json"]
+        print("request_body=", json.dumps(request_body, indent=4, default=str))
+        print("reasoning=", request_body["reasoning"])
+        # Validate that reasoning_effort is present in the request body
+        assert "reasoning" in request_body, "reasoning should be present in request body"
+        assert request_body["reasoning"]["effort"] == "minimal", "reasoning_effort should be 'minimal' in request body"
+        assert request_body["model"] == "gpt-5-mini"
+        assert request_body["input"] == "What is the capital of France?"
+
+        # Validate the response
+        print("Response:", json.dumps(response, indent=4, default=str))
 
diff --git a/tests/llm_translation/test_openai.py b/tests/llm_translation/test_openai.py
index f5de082ded..0121eccaac 100644
--- a/tests/llm_translation/test_openai.py
+++ b/tests/llm_translation/test_openai.py
@@ -654,3 +654,13 @@ def test_openai_tool_calling():
     }
 
     response = litellm.completion(**completion_params)
+
+@pytest.mark.asyncio
+async def test_openai_gpt5_reasoning():
+    response = await litellm.acompletion(
+        model="openai/gpt-5-mini",
+        messages=[{"role": "user", "content": "What is the capital of France?"}],
+        reasoning_effort="minimal",
+    )
+    print("response: ", response)
+    assert response.choices[0].message.content is not None

From 9f78287000267397738115a118bbb51d00d1793b Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 11 Aug 2025 15:40:53 -0700
Subject: [PATCH 24/32] [Bug Fix]: Azure OpenAI GPT-5 max_tokens + `reasoning`
 param support (#13510)

* add AzureOpenAIGPT5Config

* add AzureOpenAIGPT5Config

* add AzureOpenAIGPT5Config

* add AzureOpenAIGPT5Config

* test_azure_gpt5_supports_reasoning_effort

* test_azure_gpt5_reasoning

* test_azure_gpt5_reasoning

* ruff check fixes

* docs azure gpt5
---
 docs/my-website/docs/providers/azure/azure.md | 81 ++++++++++++++++++-
 litellm/__init__.py                           |  1 +
 litellm/caching/caching_handler.py            |  2 -
 .../get_supported_openai_params.py            |  4 +
 litellm/llms/azure/azure.py                   |  8 ++
 .../llms/azure/chat/gpt_5_transformation.py   | 58 +++++++++++++
 litellm/utils.py                              | 13 +++
 tests/llm_translation/test_azure_ai.py        | 16 ++++
 .../chat/test_azure_gpt5_transformation.py    | 48 +++++++++++
 9 files changed, 227 insertions(+), 4 deletions(-)
 create mode 100644 litellm/llms/azure/chat/gpt_5_transformation.py
 create mode 100644 tests/test_litellm/llms/azure/chat/test_azure_gpt5_transformation.py

diff --git a/docs/my-website/docs/providers/azure/azure.md b/docs/my-website/docs/providers/azure/azure.md
index 69f8db538e..8471ca9406 100644
--- a/docs/my-website/docs/providers/azure/azure.md
+++ b/docs/my-website/docs/providers/azure/azure.md
@@ -9,8 +9,8 @@ import TabItem from '@theme/TabItem';
 
 | Property | Details |
 |-------|-------|
-| Description | Azure OpenAI Service provides REST API access to OpenAI's powerful language models including o1, o1-mini, GPT-4o, GPT-4o mini, GPT-4 Turbo with Vision, GPT-4, GPT-3.5-Turbo, and Embeddings model series |
-| Provider Route on LiteLLM | `azure/`, [`azure/o_series/`](#azure-o-series-models) |
+| Description | Azure OpenAI Service provides REST API access to OpenAI's powerful language models including o1, o1-mini, GPT-5, GPT-4o, GPT-4o mini, GPT-4 Turbo with Vision, GPT-4, GPT-3.5-Turbo, and Embeddings model series |
+| Provider Route on LiteLLM | `azure/`, [`azure/o_series/`](#o-series-models), [`azure/gpt5_series/`](#gpt-5-models) |
 | Supported Operations | [`/chat/completions`](#azure-openai-chat-completion-models), [`/responses`](./azure_responses), [`/completions`](#azure-instruct-models), [`/embeddings`](./azure_embedding), [`/audio/speech`](#azure-text-to-speech-tts), [`/audio/transcriptions`](../audio_transcription), `/fine_tuning`, [`/batches`](#azure-batches-api), `/files`, [`/images`](../image_generation#azure-openai-image-generation-models) |
 | Link to Provider Doc | [Azure OpenAI ↗](https://learn.microsoft.com/en-us/azure/ai-services/openai/overview)
 
@@ -207,6 +207,7 @@ model_list:
 |------------------|----------------------------------------|
 | o1-mini | `response = completion(model="azure/<your deployment name>", messages=messages)` |
 | o1-preview | `response = completion(model="azure/<your deployment name>", messages=messages)` |
+| gpt-5 | `response = completion(model="azure/<your deployment name>", messages=messages)` |
 | gpt-4o-mini            | `completion('azure/<your deployment name>', messages)`         |
 | gpt-4o            | `completion('azure/<your deployment name>', messages)`         |
 | gpt-4            | `completion('azure/<your deployment name>', messages)`         |
@@ -368,6 +369,82 @@ model_list:
 </Tabs>
 
 
+## GPT-5 Models
+
+| Property | Details |
+|-------|-------|
+| Description | Azure OpenAI GPT-5 models |
+| Provider Route on LiteLLM | `azure/gpt5_series/<custom-name>` or `azure/gpt-5-deployment-name` |
+
+LiteLLM supports using Azure GPT-5 models in one of the two ways:
+1. Explicit Routing: `model = azure/gpt5_series/<deployment-name>`. In this scenario the model onboarded to litellm follows the format `model=azure/gpt5_series/<deployment-name>`.
+2. Inferred Routing (If the azure deployment name contains `gpt-5` in the name): `model = azure/gpt-5-mini`. In this scenario the model onboarded to litellm follows the format `model=azure/gpt-5-mini`.
+
+#### Explicit Routing
+Use `azure/gpt5_series/<deployment-name>` for explicit GPT-5 model routing. 
+
+<Tabs>
+<TabItem value="sdk" label="SDK">
+
+```python
+import litellm
+
+response = litellm.completion(
+    model="azure/gpt5_series/my-gpt-5-deployment",
+    messages=[{"role": "user", "content": "Hello, world!"}]
+)
+```
+</TabItem>
+<TabItem value="proxy" label="PROXY">
+
+```yaml
+model_list:
+  - model_name: gpt-5
+    litellm_params:
+      model: azure/gpt5_series/my-gpt-5-deployment
+      api_base: os.environ/AZURE_API_BASE
+      api_key: os.environ/AZURE_API_KEY
+```
+
+</TabItem>
+</Tabs>
+
+#### Inferred Routing (gpt-5 in the deployment name)
+If your Azure deployment name contains `gpt-5`, LiteLLM automatically recognizes it as a GPT-5 model.
+
+<Tabs>
+<TabItem value="sdk" label="SDK">
+
+```python
+import litellm
+
+# Deployment name contains 'gpt-5' - automatically inferred
+response = litellm.completion(
+    model="azure/my-gpt-5-deployment", 
+    messages=[{"role": "user", "content": "Hello, world!"}]
+)
+```
+
+</TabItem>
+<TabItem value="proxy" label="PROXY">
+
+```yaml
+model_list:
+  - model_name: gpt-5-mini
+    litellm_params:
+      model: azure/my-gpt-5-deployment  # deployment name contains 'gpt-5'
+      api_base: os.environ/AZURE_API_BASE
+      api_key: os.environ/AZURE_API_KEY
+```
+
+</TabItem>
+</Tabs>
+
+
+
+
+
+
 ## Azure Audio Model
 
 <Tabs>
diff --git a/litellm/__init__.py b/litellm/__init__.py
index d1f0648889..adf1ad4f04 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -1200,6 +1200,7 @@ from .llms.azure.azure import (
 )
 
 from .llms.azure.chat.gpt_transformation import AzureOpenAIConfig
+from .llms.azure.chat.gpt_5_transformation import AzureOpenAIGPT5Config
 from .llms.azure.completion.transformation import AzureOpenAITextConfig
 from .llms.hosted_vllm.chat.transformation import HostedVLLMChatConfig
 from .llms.llamafile.chat.transformation import LlamafileChatConfig
diff --git a/litellm/caching/caching_handler.py b/litellm/caching/caching_handler.py
index f41b745bb1..7580752c30 100644
--- a/litellm/caching/caching_handler.py
+++ b/litellm/caching/caching_handler.py
@@ -18,7 +18,6 @@ import asyncio
 import datetime
 import inspect
 import threading
-from functools import lru_cache, wraps
 from typing import (
     TYPE_CHECKING,
     Any,
@@ -36,7 +35,6 @@ from pydantic import BaseModel
 
 import litellm
 from litellm._logging import print_verbose, verbose_logger
-from litellm._service_logger import ServiceLogging
 from litellm.caching import InMemoryCache
 from litellm.caching.caching import S3Cache
 from litellm.litellm_core_utils.logging_utils import (
diff --git a/litellm/litellm_core_utils/get_supported_openai_params.py b/litellm/litellm_core_utils/get_supported_openai_params.py
index b2a2c36424..6f2299c777 100644
--- a/litellm/litellm_core_utils/get_supported_openai_params.py
+++ b/litellm/litellm_core_utils/get_supported_openai_params.py
@@ -121,6 +121,10 @@ def get_supported_openai_params(  # noqa: PLR0915
             return litellm.AzureOpenAIO1Config().get_supported_openai_params(
                 model=model
             )
+        elif litellm.AzureOpenAIGPT5Config.is_model_gpt_5_model(model=model):
+            return litellm.AzureOpenAIGPT5Config().get_supported_openai_params(
+                model=model
+            )
         else:
             return litellm.AzureOpenAIConfig().get_supported_openai_params(model=model)
     elif custom_llm_provider == "openrouter":
diff --git a/litellm/llms/azure/azure.py b/litellm/llms/azure/azure.py
index 285f176026..5ee9065f5e 100644
--- a/litellm/llms/azure/azure.py
+++ b/litellm/llms/azure/azure.py
@@ -230,6 +230,14 @@ class AzureChatCompletion(BaseAzureLLM, BaseLLM):
                 )
 
                 data = {"model": None, "messages": messages, **optional_params}
+            elif litellm.AzureOpenAIGPT5Config.is_model_gpt_5_model(model=model):
+                data = litellm.AzureOpenAIGPT5Config().transform_request(
+                    model=model,
+                    messages=messages,
+                    optional_params=optional_params,
+                    litellm_params=litellm_params,
+                    headers=headers or {},
+                )
             else:
                 data = litellm.AzureOpenAIConfig().transform_request(
                     model=model,
diff --git a/litellm/llms/azure/chat/gpt_5_transformation.py b/litellm/llms/azure/chat/gpt_5_transformation.py
new file mode 100644
index 0000000000..b8c032f4e9
--- /dev/null
+++ b/litellm/llms/azure/chat/gpt_5_transformation.py
@@ -0,0 +1,58 @@
+"""Support for Azure OpenAI gpt-5 model family."""
+
+from typing import List
+
+from litellm.llms.openai.chat.gpt_5_transformation import OpenAIGPT5Config
+from litellm.types.llms.openai import AllMessageValues
+
+from .gpt_transformation import AzureOpenAIConfig
+
+
+class AzureOpenAIGPT5Config(AzureOpenAIConfig, OpenAIGPT5Config):
+    """Azure specific handling for gpt-5 models."""
+    GPT5_SERIES_ROUTE = "gpt5_series/"
+
+    @classmethod
+    def is_model_gpt_5_model(cls, model: str) -> bool:
+        """Check if the Azure model string refers to a gpt-5 variant.
+
+        Accepts both explicit gpt-5 model names and the ``gpt5_series/`` prefix
+        used for manual routing.
+        """
+        return "gpt-5" in model or "gpt5_series" in model
+
+    def get_supported_openai_params(self, model: str) -> List[str]:
+        return OpenAIGPT5Config.get_supported_openai_params(self, model=model)
+    
+    def map_openai_params(
+        self,
+        non_default_params: dict,
+        optional_params: dict,
+        model: str,
+        drop_params: bool,
+        api_version: str = "",
+    ) -> dict:
+        return OpenAIGPT5Config.map_openai_params(
+            self,
+            non_default_params=non_default_params,
+            optional_params=optional_params,
+            model=model,
+            drop_params=drop_params,
+        )
+
+    def transform_request(
+        self,
+        model: str,
+        messages: List[AllMessageValues],
+        optional_params: dict,
+        litellm_params: dict,
+        headers: dict,
+    ) -> dict:
+        model = model.replace(self.GPT5_SERIES_ROUTE, "")
+        return super().transform_request(
+            model=model,
+            messages=messages,
+            optional_params=optional_params,
+            litellm_params=litellm_params,
+            headers=headers,
+        )
diff --git a/litellm/utils.py b/litellm/utils.py
index 1a571d3027..badc4bfba4 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -3927,6 +3927,17 @@ def get_optional_params(  # noqa: PLR0915
                     else False
                 ),
             )
+        elif litellm.AzureOpenAIGPT5Config.is_model_gpt_5_model(model=model):
+            optional_params = litellm.AzureOpenAIGPT5Config().map_openai_params(
+                non_default_params=non_default_params,
+                optional_params=optional_params,
+                model=model,
+                drop_params=(
+                    drop_params
+                    if drop_params is not None and isinstance(drop_params, bool)
+                    else False
+                ),
+            )
         else:
             verbose_logger.debug(
                 "Azure optional params - api_version: api_version={}, litellm.api_version={}, os.environ['AZURE_API_VERSION']={}".format(
@@ -6860,6 +6871,8 @@ class ProviderConfigManager:
         elif litellm.LlmProviders.AZURE == provider:
             if litellm.AzureOpenAIO1Config().is_o_series_model(model=model):
                 return litellm.AzureOpenAIO1Config()
+            if litellm.AzureOpenAIGPT5Config.is_model_gpt_5_model(model=model):
+                return litellm.AzureOpenAIGPT5Config()
             return litellm.AzureOpenAIConfig()
         elif litellm.LlmProviders.AZURE_AI == provider:
             return litellm.AzureAIStudioConfig()
diff --git a/tests/llm_translation/test_azure_ai.py b/tests/llm_translation/test_azure_ai.py
index 3873aa7abf..9f648aee05 100644
--- a/tests/llm_translation/test_azure_ai.py
+++ b/tests/llm_translation/test_azure_ai.py
@@ -297,3 +297,19 @@ async def test_azure_ai_request_format():
         model=model,
         messages=messages,
     )
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("model", ["azure/gpt5_series/gpt-5", "azure/gpt-5"])
+async def test_azure_gpt5_reasoning(model):
+    litellm._turn_on_debug()
+    response = await litellm.acompletion(
+        model="azure/gpt5_series/gpt-5",
+        messages=[{"role": "user", "content": "What is the capital of France?"}],
+        reasoning_effort="minimal",
+        max_tokens=10,
+        api_base=os.getenv("AZURE_GPT5_API_BASE"),
+        api_key=os.getenv("AZURE_GPT5_API_KEY"),
+    )
+    print("response: ", response)
+    assert response.choices[0].message.content is not None
diff --git a/tests/test_litellm/llms/azure/chat/test_azure_gpt5_transformation.py b/tests/test_litellm/llms/azure/chat/test_azure_gpt5_transformation.py
new file mode 100644
index 0000000000..81d64d7057
--- /dev/null
+++ b/tests/test_litellm/llms/azure/chat/test_azure_gpt5_transformation.py
@@ -0,0 +1,48 @@
+import pytest
+
+import litellm
+from litellm.llms.azure.chat.gpt_5_transformation import AzureOpenAIGPT5Config
+
+
+@pytest.fixture()
+def config() -> AzureOpenAIGPT5Config:
+    return AzureOpenAIGPT5Config()
+
+
+def test_azure_gpt5_supports_reasoning_effort(config: AzureOpenAIGPT5Config):
+    assert "reasoning_effort" in config.get_supported_openai_params(model="gpt-5")
+    assert "reasoning_effort" in config.get_supported_openai_params(model="gpt5_series/my-deployment")
+
+
+def test_azure_gpt5_maps_max_tokens(config: AzureOpenAIGPT5Config):
+    params = config.map_openai_params(
+        non_default_params={"max_tokens": 5},
+        optional_params={},
+        model="gpt5_series/gpt-5",
+        drop_params=False,
+        api_version="2024-05-01-preview",
+    )
+    assert params["max_completion_tokens"] == 5
+    assert "max_tokens" not in params
+
+
+def test_azure_gpt5_temperature_error(config: AzureOpenAIGPT5Config):
+    with pytest.raises(litellm.utils.UnsupportedParamsError):
+        config.map_openai_params(
+            non_default_params={"temperature": 0.2},
+            optional_params={},
+            model="gpt-5",
+            drop_params=False,
+            api_version="2024-05-01-preview",
+        )
+
+
+def test_azure_gpt5_series_transform_request(config: AzureOpenAIGPT5Config):
+    request = config.transform_request(
+        model="gpt5_series/gpt-5",
+        messages=[],
+        optional_params={},
+        litellm_params={},
+        headers={},
+    )
+    assert request["model"] == "gpt-5"

From 5efe59e6e2d31c0904dcebb99a266f246505f122 Mon Sep 17 00:00:00 2001
From: "Jugal D. Bhatt" <55304795+jugaldb@users.noreply.github.com>
Date: Mon, 11 Aug 2025 15:41:08 -0700
Subject: [PATCH 25/32] [Draft] [LLM Translation] Add model id check (#13507)

* Add model id check

* add ruff fix
---
 litellm/proxy/proxy_server.py | 18 ++++++++++++++++--
 1 file changed, 16 insertions(+), 2 deletions(-)

diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index df6f734b98..939084c38d 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -3967,8 +3967,22 @@ async def model_info(
     # Validate that the requested model is accessible
     validate_model_access(model_id=model_id, available_models=all_models)
 
-    # Get provider information
-    _, provider, _, _ = litellm.get_llm_provider(model=model_id)
+    # Get provider information from the router deployment
+    if llm_router is None:
+        raise HTTPException(
+            status_code=500,
+            detail="Router not initialized"
+        )
+    
+    deployment = llm_router.get_deployment_by_model_group_name(model_id)
+    if deployment is None:
+        raise HTTPException(
+            status_code=404,
+            detail=f"Model '{model_id}' not found in router configuration"
+        )
+    
+    # Use the actual litellm model from the deployment to get provider info
+    _, provider, _, _ = litellm.get_llm_provider(model=deployment.litellm_params.model)
 
     # Return the model information in the same format as the list endpoint
     return create_model_info_response(

From 92ebf5b918eba6dfea4d06ff9314d4ac95004675 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 11 Aug 2025 17:46:14 -0700
Subject: [PATCH 26/32] fix(router.py): fix print statement

---
 .../test_router_helper_utils.py               | 335 +++++++++---------
 1 file changed, 175 insertions(+), 160 deletions(-)

diff --git a/tests/router_unit_tests/test_router_helper_utils.py b/tests/router_unit_tests/test_router_helper_utils.py
index 07a3253095..9b368978f3 100644
--- a/tests/router_unit_tests/test_router_helper_utils.py
+++ b/tests/router_unit_tests/test_router_helper_utils.py
@@ -374,13 +374,25 @@ def test_get_fallback_model_group_from_fallbacks(model_list):
 
 @pytest.mark.parametrize("sync_mode", [True, False])
 @pytest.mark.asyncio
-async def test_deployment_callback_on_success(model_list, sync_mode):
+async def test_deployment_callback_on_success(sync_mode):
     """Test if the '_deployment_callback_on_success' function is working correctly"""
     import time
 
+    model_list = [
+        {
+            "model_name": "gpt-3.5-turbo",
+            "litellm_params": {
+                "model": "gpt-3.5-turbo",
+                "api_key": os.getenv("OPENAI_API_KEY"),
+                "rpm": 100,
+            },
+            "model_info": {"id": "100"},
+        }
+    ]
     router = Router(model_list=model_list)
     standard_logging_payload = create_standard_logging_payload()
     standard_logging_payload["total_tokens"] = 100
+    standard_logging_payload["model_id"] = "100"
     kwargs = {
         "litellm_params": {
             "metadata": {
@@ -1181,6 +1193,7 @@ def test_cached_get_model_group_info(model_list):
 def test_init_responses_api_endpoints(model_list):
     """Test if the '_init_responses_api_endpoints' function is working correctly"""
     from typing import Callable
+
     router = Router(model_list=model_list)
 
     assert router.aget_responses is not None
@@ -1215,29 +1228,29 @@ def test_mock_router_testing_params_str_to_bool_conversion(
 ):
     """Test if MockRouterTestingParams.from_kwargs correctly converts string values to booleans using str_to_bool"""
     from litellm.types.router import MockRouterTestingParams
-    
+
     kwargs = {
         "mock_testing_fallbacks": mock_testing_fallbacks,
         "mock_testing_context_fallbacks": mock_testing_context_fallbacks,
         "mock_testing_content_policy_fallbacks": mock_testing_content_policy_fallbacks,
         "other_param": "should_remain",  # This should not be affected
     }
-    
+
     # Make a copy to verify kwargs are properly popped
     original_kwargs = kwargs.copy()
-    
+
     mock_params = MockRouterTestingParams.from_kwargs(kwargs)
-    
+
     # Verify the converted values
     assert mock_params.mock_testing_fallbacks == expected_fallbacks
     assert mock_params.mock_testing_context_fallbacks == expected_context
     assert mock_params.mock_testing_content_policy_fallbacks == expected_content_policy
-    
+
     # Verify that the mock testing params were popped from kwargs
     assert "mock_testing_fallbacks" not in kwargs
     assert "mock_testing_context_fallbacks" not in kwargs
     assert "mock_testing_content_policy_fallbacks" not in kwargs
-    
+
     # Verify other params remain unchanged
     assert kwargs["other_param"] == "should_remain"
 
@@ -1245,50 +1258,49 @@ def test_mock_router_testing_params_str_to_bool_conversion(
 def test_is_auto_router_deployment(model_list):
     """Test if the '_is_auto_router_deployment' function correctly identifies auto-router deployments"""
     router = Router(model_list=model_list)
-    
+
     # Test case 1: Model starts with "auto_router/" - should return True
     litellm_params_auto = LiteLLM_Params(model="auto_router/my-auto-router")
     assert router._is_auto_router_deployment(litellm_params_auto) is True
-    
+
     # Test case 2: Model doesn't start with "auto_router/" - should return False
     litellm_params_regular = LiteLLM_Params(model="gpt-3.5-turbo")
     assert router._is_auto_router_deployment(litellm_params_regular) is False
-    
+
     # Test case 3: Model is empty string - should return False
     litellm_params_empty = LiteLLM_Params(model="")
     assert router._is_auto_router_deployment(litellm_params_empty) is False
-    
+
     # Test case 4: Model contains "auto_router/" but doesn't start with it - should return False
     litellm_params_contains = LiteLLM_Params(model="prefix_auto_router/something")
     assert router._is_auto_router_deployment(litellm_params_contains) is False
 
 
-
-@patch('litellm.router_strategy.auto_router.auto_router.AutoRouter')
+@patch("litellm.router_strategy.auto_router.auto_router.AutoRouter")
 def test_init_auto_router_deployment_success(mock_auto_router, model_list):
     """Test if the 'init_auto_router_deployment' function successfully initializes auto-router when all params provided"""
     router = Router(model_list=model_list)
-    
+
     # Create a mock AutoRouter instance
     mock_auto_router_instance = MagicMock()
     mock_auto_router.return_value = mock_auto_router_instance
-    
+
     # Test case: All required parameters provided
     litellm_params = LiteLLM_Params(
         model="auto_router/test",
         auto_router_config_path="/path/to/config",
         auto_router_default_model="gpt-3.5-turbo",
-        auto_router_embedding_model="text-embedding-ada-002"
+        auto_router_embedding_model="text-embedding-ada-002",
     )
     deployment = Deployment(
-        model_name="test-auto-router", 
+        model_name="test-auto-router",
         litellm_params=litellm_params,
-        model_info={"id": "test-id"}
+        model_info={"id": "test-id"},
     )
-    
+
     # Should not raise any exception
     router.init_auto_router_deployment(deployment)
-    
+
     # Verify AutoRouter was called with correct parameters
     mock_auto_router.assert_called_once_with(
         model_name="test-auto-router",
@@ -1298,86 +1310,96 @@ def test_init_auto_router_deployment_success(mock_auto_router, model_list):
         embedding_model="text-embedding-ada-002",
         litellm_router_instance=router,
     )
-    
+
     # Verify the auto-router was added to the router's auto_routers dict
     assert "test-auto-router" in router.auto_routers
     assert router.auto_routers["test-auto-router"] == mock_auto_router_instance
 
 
-@patch('litellm.router_strategy.auto_router.auto_router.AutoRouter')
+@patch("litellm.router_strategy.auto_router.auto_router.AutoRouter")
 def test_init_auto_router_deployment_duplicate_model_name(mock_auto_router, model_list):
     """Test if the 'init_auto_router_deployment' function raises ValueError when model_name already exists"""
     router = Router(model_list=model_list)
-    
+
     # Create a mock AutoRouter instance
     mock_auto_router_instance = MagicMock()
     mock_auto_router.return_value = mock_auto_router_instance
-    
+
     # Add an existing auto-router
     router.auto_routers["test-auto-router"] = mock_auto_router_instance
-    
+
     # Try to add another auto-router with the same name
     litellm_params = LiteLLM_Params(
         model="auto_router/test",
         auto_router_config_path="/path/to/config",
         auto_router_default_model="gpt-3.5-turbo",
-        auto_router_embedding_model="text-embedding-ada-002"
+        auto_router_embedding_model="text-embedding-ada-002",
     )
     deployment = Deployment(
-        model_name="test-auto-router", 
+        model_name="test-auto-router",
         litellm_params=litellm_params,
-        model_info={"id": "test-id"}
+        model_info={"id": "test-id"},
     )
-    
-    with pytest.raises(ValueError, match="Auto-router deployment test-auto-router already exists"):
+
+    with pytest.raises(
+        ValueError, match="Auto-router deployment test-auto-router already exists"
+    ):
         router.init_auto_router_deployment(deployment)
 
 
 def test_generate_model_id_with_deployment_model_name(model_list):
     """Test that _generate_model_id works correctly with deployment model_name and handles None values properly"""
     router = Router(model_list=model_list)
-    
+
     # Test case 1: Normal case with valid model_group and litellm_params
     model_group = "gpt-4.1"
     litellm_params = {
         "model": "gpt-4.1",
         "api_key": "test_key",
-        "api_base": "https://api.openai.com/v1"
+        "api_base": "https://api.openai.com/v1",
     }
-    
+
     try:
-        result = router._generate_model_id(model_group=model_group, litellm_params=litellm_params)
+        result = router._generate_model_id(
+            model_group=model_group, litellm_params=litellm_params
+        )
         assert isinstance(result, str)
         assert len(result) > 0
         print(f"✓ Success with valid model_group: {result}")
     except Exception as e:
         pytest.fail(f"Failed with valid model_group: {e}")
-    
+
     # Test case 2: Edge case with None model_group (this should fail as expected - our fix prevents this from happening)
     try:
-        result = router._generate_model_id(model_group=None, litellm_params=litellm_params)
-        pytest.fail("Expected TypeError when model_group is None - this confirms our fix is needed")
+        result = router._generate_model_id(
+            model_group=None, litellm_params=litellm_params
+        )
+        pytest.fail(
+            "Expected TypeError when model_group is None - this confirms our fix is needed"
+        )
     except TypeError as e:
         assert "unsupported operand type(s) for +=" in str(e)
         print(f"✓ Correctly failed with None model_group (as expected): {e}")
     except Exception as e:
         pytest.fail(f"Unexpected error with None model_group: {e}")
-    
+
     # Test case 3: Edge case with None key in litellm_params
     litellm_params_with_none_key = {
         "model": "gpt-4.1",
         "api_key": "test_key",
-        None: "should_be_skipped"  # This should be handled gracefully
+        None: "should_be_skipped",  # This should be handled gracefully
     }
-    
+
     try:
-        result = router._generate_model_id(model_group=model_group, litellm_params=litellm_params_with_none_key)
+        result = router._generate_model_id(
+            model_group=model_group, litellm_params=litellm_params_with_none_key
+        )
         assert isinstance(result, str)
         assert len(result) > 0
         print(f"✓ Success with None key in litellm_params: {result}")
     except Exception as e:
         pytest.fail(f"Failed with None key in litellm_params: {e}")
-    
+
     # Test case 4: Edge case with empty litellm_params
     try:
         result = router._generate_model_id(model_group=model_group, litellm_params={})
@@ -1386,216 +1408,213 @@ def test_generate_model_id_with_deployment_model_name(model_list):
         print(f"✓ Success with empty litellm_params: {result}")
     except Exception as e:
         pytest.fail(f"Failed with empty litellm_params: {e}")
-    
+
     # Test case 5: Verify that the same inputs produce the same result (deterministic)
-    result1 = router._generate_model_id(model_group=model_group, litellm_params=litellm_params)
-    result2 = router._generate_model_id(model_group=model_group, litellm_params=litellm_params)
+    result1 = router._generate_model_id(
+        model_group=model_group, litellm_params=litellm_params
+    )
+    result2 = router._generate_model_id(
+        model_group=model_group, litellm_params=litellm_params
+    )
     assert result1 == result2, "Model ID generation should be deterministic"
-    
+
     print("✓ All _generate_model_id tests passed!")
 
 
 def test_handle_clientside_credential_with_deployment_model_name(model_list):
     """Test that _handle_clientside_credential uses deployment model_name correctly"""
     router = Router(model_list=model_list)
-    
+
     # Mock deployment with model_name
     deployment = {
         "model_name": "gpt-4.1",
-        "litellm_params": {
-            "model": "gpt-4.1",
-            "api_key": "test_key"
-        }
+        "litellm_params": {"model": "gpt-4.1", "api_key": "test_key"},
     }
-    
+
     # Mock kwargs with empty metadata (simulating the original issue)
     kwargs = {
         "metadata": {},  # Empty metadata, no model_group
         "litellm_params": {
             "api_key": "client_side_key",
-            "api_base": "https://api.openai.com/v1"
-        }
+            "api_base": "https://api.openai.com/v1",
+        },
     }
-    
+
     # Mock dynamic_litellm_params that would be returned by get_dynamic_litellm_params
     dynamic_litellm_params = {
         "api_key": "client_side_key",
-        "api_base": "https://api.openai.com/v1"
+        "api_base": "https://api.openai.com/v1",
     }
-    
+
     # Test that the method doesn't fail when metadata is empty
     try:
         # This would normally call _generate_model_id internally
         # We're testing that the fix prevents the TypeError
         model_group = deployment["model_name"]  # This is what our fix does
         assert model_group == "gpt-4.1"
-        
+
         # Verify that _generate_model_id works with this model_group
-        result = router._generate_model_id(model_group=model_group, litellm_params=dynamic_litellm_params)
+        result = router._generate_model_id(
+            model_group=model_group, litellm_params=dynamic_litellm_params
+        )
         assert isinstance(result, str)
         assert len(result) > 0
-        
+
         print(f"✓ Success with deployment model_name: {result}")
     except Exception as e:
         pytest.fail(f"Failed with deployment model_name: {e}")
-    
+
     print("✓ _handle_clientside_credential test passed!")
 
 
-@pytest.mark.parametrize("function_name, expected_metadata_key", [
-    ("acompletion", "metadata"),
-    ("_ageneric_api_call_with_fallbacks", "litellm_metadata"),
-    ("batch", "litellm_metadata"),
-    ("completion", "metadata"),
-    ("acreate_file", "litellm_metadata"),
-    ("aget_file", "litellm_metadata"),
-])
-def test_handle_clientside_credential_metadata_loading(model_list, function_name, expected_metadata_key):
+@pytest.mark.parametrize(
+    "function_name, expected_metadata_key",
+    [
+        ("acompletion", "metadata"),
+        ("_ageneric_api_call_with_fallbacks", "litellm_metadata"),
+        ("batch", "litellm_metadata"),
+        ("completion", "metadata"),
+        ("acreate_file", "litellm_metadata"),
+        ("aget_file", "litellm_metadata"),
+    ],
+)
+def test_handle_clientside_credential_metadata_loading(
+    model_list, function_name, expected_metadata_key
+):
     """Test that _handle_clientside_credential correctly loads metadata based on function name"""
     router = Router(model_list=model_list)
-    
+
     # Mock deployment
     deployment = {
         "model_name": "gpt-4.1",
-        "litellm_params": {
-            "model": "gpt-4.1",
-            "api_key": "test_key"
-        },
-        "model_info": {
-            "id": "original-id-123"
-        }
+        "litellm_params": {"model": "gpt-4.1", "api_key": "test_key"},
+        "model_info": {"id": "original-id-123"},
     }
-    
+
     # Mock kwargs with clientside credentials and metadata
     kwargs = {
         "api_key": "client_side_key",
         "api_base": "https://api.openai.com/v1",
-        expected_metadata_key: {
-            "model_group": "gpt-4.1",
-            "custom_field": "test_value"
-        }
+        expected_metadata_key: {"model_group": "gpt-4.1", "custom_field": "test_value"},
     }
-    
+
     # Call the function
     result_deployment = router._handle_clientside_credential(
-        deployment=deployment,
-        kwargs=kwargs,
-        function_name=function_name
+        deployment=deployment, kwargs=kwargs, function_name=function_name
     )
-    
+
     # Verify the result is a Deployment object
     assert isinstance(result_deployment, Deployment)
-    
+
     # Verify the deployment has the correct model_name (should be the model_group from metadata)
     assert result_deployment.model_name == "gpt-4.1"
-    
+
     # Verify the litellm_params contain the clientside credentials
     assert result_deployment.litellm_params.api_key == "client_side_key"
     assert result_deployment.litellm_params.api_base == "https://api.openai.com/v1"
-    
+
     # Verify the model_info has been updated with a new ID
     assert result_deployment.model_info.id != "original-id-123"
     assert result_deployment.model_info.original_model_id == "original-id-123"
-    
+
     # Verify the deployment was added to the router
     assert len(router.model_list) == len(model_list) + 1
-    
+
     # Test that the function correctly uses the right metadata key
     # For acompletion, it should use "metadata"
     # For _ageneric_api_call_with_fallbacks/batch, it should use "litellm_metadata"
     if function_name == "acompletion":
         assert "metadata" in kwargs
         assert "litellm_metadata" not in kwargs
-    elif function_name in ["_ageneric_api_call_with_fallbacks", "batch", "acreate_file", "aget_file"]:
+    elif function_name in [
+        "_ageneric_api_call_with_fallbacks",
+        "batch",
+        "acreate_file",
+        "aget_file",
+    ]:
         assert "litellm_metadata" in kwargs
         # Note: acompletion would not have litellm_metadata, but other functions might have both
-    
-    print(f"✓ Success with function_name '{function_name}' using '{expected_metadata_key}' metadata key")
+
+    print(
+        f"✓ Success with function_name '{function_name}' using '{expected_metadata_key}' metadata key"
+    )
 
 
-@pytest.mark.parametrize("function_name, metadata_key", [
-    ("acompletion", "metadata"),
-    ("_ageneric_api_call_with_fallbacks", "litellm_metadata"),
-])
-def test_handle_clientside_credential_metadata_variable_name(model_list, function_name, metadata_key):
+@pytest.mark.parametrize(
+    "function_name, metadata_key",
+    [
+        ("acompletion", "metadata"),
+        ("_ageneric_api_call_with_fallbacks", "litellm_metadata"),
+    ],
+)
+def test_handle_clientside_credential_metadata_variable_name(
+    model_list, function_name, metadata_key
+):
     """Test that _handle_clientside_credential uses the correct metadata variable name based on function name"""
     from litellm.router_utils.batch_utils import _get_router_metadata_variable_name
-    
+
     router = Router(model_list=model_list)
-    
+
     # Verify the metadata variable name is correct for each function
-    expected_metadata_key = _get_router_metadata_variable_name(function_name=function_name)
+    expected_metadata_key = _get_router_metadata_variable_name(
+        function_name=function_name
+    )
     assert expected_metadata_key == metadata_key
-    
+
     # Mock deployment
     deployment = {
         "model_name": "gpt-4.1",
-        "litellm_params": {
-            "model": "gpt-4.1",
-            "api_key": "test_key"
-        },
-        "model_info": {
-            "id": "original-id-456"
-        }
+        "litellm_params": {"model": "gpt-4.1", "api_key": "test_key"},
+        "model_info": {"id": "original-id-456"},
     }
-    
+
     # Mock kwargs with clientside credentials and the correct metadata key
     kwargs = {
         "api_key": "client_side_key",
         "api_base": "https://api.openai.com/v1",
-        metadata_key: {
-            "model_group": "gpt-4.1",
-            "test_field": "test_value"
-        }
+        metadata_key: {"model_group": "gpt-4.1", "test_field": "test_value"},
     }
-    
+
     # Call the function
     result_deployment = router._handle_clientside_credential(
-        deployment=deployment,
-        kwargs=kwargs,
-        function_name=function_name
+        deployment=deployment, kwargs=kwargs, function_name=function_name
     )
-    
+
     # Verify the function correctly extracted model_group from the right metadata key
     assert result_deployment.model_name == "gpt-4.1"
-    
+
     # Verify the deployment was created with the correct metadata
     assert result_deployment.litellm_params.api_key == "client_side_key"
     assert result_deployment.litellm_params.api_base == "https://api.openai.com/v1"
-    
-    print(f"✓ Success with function_name '{function_name}' correctly using '{metadata_key}' for metadata")
+
+    print(
+        f"✓ Success with function_name '{function_name}' correctly using '{metadata_key}' for metadata"
+    )
 
 
 def test_handle_clientside_credential_no_metadata(model_list):
     """Test that _handle_clientside_credential handles cases where no metadata is provided"""
     router = Router(model_list=model_list)
-    
+
     # Mock deployment
     deployment = {
         "model_name": "gpt-4.1",
-        "litellm_params": {
-            "model": "gpt-4.1",
-            "api_key": "test_key"
-        },
-        "model_info": {
-            "id": "original-id-789"
-        }
+        "litellm_params": {"model": "gpt-4.1", "api_key": "test_key"},
+        "model_info": {"id": "original-id-789"},
     }
-    
+
     # Mock kwargs with clientside credentials but NO metadata
     kwargs = {
         "api_key": "client_side_key",
-        "api_base": "https://api.openai.com/v1"
+        "api_base": "https://api.openai.com/v1",
         # No metadata key at all
     }
-    
+
     # This should fail because there's no model_group in metadata
     # The function expects to find model_group in the metadata
     try:
         result_deployment = router._handle_clientside_credential(
-            deployment=deployment,
-            kwargs=kwargs,
-            function_name="acompletion"
+            deployment=deployment, kwargs=kwargs, function_name="acompletion"
         )
         # If we get here, the function should have used deployment.model_name as fallback
         assert result_deployment.model_name == "gpt-4.1"
@@ -1603,19 +1622,19 @@ def test_handle_clientside_credential_no_metadata(model_list):
     except Exception as e:
         # This is expected behavior - the function needs model_group to generate model_id
         print(f"✓ Correctly handled no metadata case: {e}")
-    
+
     # Test with empty metadata
     kwargs_with_empty_metadata = {
         "api_key": "client_side_key",
         "api_base": "https://api.openai.com/v1",
-        "metadata": {}  # Empty metadata
+        "metadata": {},  # Empty metadata
     }
-    
+
     try:
         result_deployment = router._handle_clientside_credential(
             deployment=deployment,
             kwargs=kwargs_with_empty_metadata,
-            function_name="acompletion"
+            function_name="acompletion",
         )
         # Should fail because empty metadata has no model_group
         pytest.fail("Expected failure with empty metadata")
@@ -1626,36 +1645,31 @@ def test_handle_clientside_credential_no_metadata(model_list):
 def test_handle_clientside_credential_with_responses_function(model_list):
     """Test that _handle_clientside_credential works correctly with responses function name"""
     router = Router(model_list=model_list)
-    
+
     # Mock deployment
     deployment = {
         "model_name": "gpt-4.1",
-        "litellm_params": {
-            "model": "gpt-4.1",
-            "api_key": "test_key"
-        },
-        "model_info": {
-            "id": "original-id-responses"
-        }
+        "litellm_params": {"model": "gpt-4.1", "api_key": "test_key"},
+        "model_info": {"id": "original-id-responses"},
     }
-    
+
     # Mock kwargs with clientside credentials and litellm_metadata (for responses function)
     kwargs = {
         "api_key": "client_side_key",
         "api_base": "https://api.openai.com/v1",
         "litellm_metadata": {
             "model_group": "gpt-4.1",
-            "responses_field": "responses_value"
-        }
+            "responses_field": "responses_value",
+        },
     }
-    
+
     # Call the function with _ageneric_api_call_with_fallbacks function name (which handles responses)
     result_deployment = router._handle_clientside_credential(
         deployment=deployment,
         kwargs=kwargs,
-        function_name="_ageneric_api_call_with_fallbacks"
+        function_name="_ageneric_api_call_with_fallbacks",
     )
-    
+
     # Verify the result
     assert isinstance(result_deployment, Deployment)
     assert result_deployment.model_name == "gpt-4.1"
@@ -1663,9 +1677,10 @@ def test_handle_clientside_credential_with_responses_function(model_list):
     assert result_deployment.litellm_params.api_base == "https://api.openai.com/v1"
     assert result_deployment.model_info.id != "original-id-responses"
     assert result_deployment.model_info.original_model_id == "original-id-responses"
-    
+
     # Verify the deployment was added to the router
     assert len(router.model_list) == len(model_list) + 1
-    
-    print("✓ Success with _ageneric_api_call_with_fallbacks function name and litellm_metadata")
 
+    print(
+        "✓ Success with _ageneric_api_call_with_fallbacks function name and litellm_metadata"
+    )

From 21e067e47f823974a275cd2766ad93e0c060cbce Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 11 Aug 2025 17:56:19 -0700
Subject: [PATCH 27/32] fix: fix check

---
 litellm/caching/caching.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/litellm/caching/caching.py b/litellm/caching/caching.py
index 175eaa112a..0a8b6ef18d 100644
--- a/litellm/caching/caching.py
+++ b/litellm/caching/caching.py
@@ -610,7 +610,7 @@ class Cache:
             verbose_logger.exception(f"LiteLLM Cache: Excepton add_cache: {str(e)}")
 
     async def async_add_cache(
-        self, result, dynamic_cache_object: Optional[BaseCache], **kwargs
+        self, result, dynamic_cache_object: Optional[BaseCache] = None, **kwargs
     ):
         """
         Async implementation of add_cache
@@ -691,7 +691,7 @@ class Cache:
         return cache_key, cached_data, kwargs
 
     async def async_add_cache_pipeline(
-        self, result, dynamic_cache_object: Optional[BaseCache], **kwargs
+        self, result, dynamic_cache_object: Optional[BaseCache] = None, **kwargs
     ):
         """
         Async implementation of add_cache for Embedding calls

From 49ca4dc792fdb92b2caef5c7992e702bc0b3f20e Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 11 Aug 2025 17:58:50 -0700
Subject: [PATCH 28/32] Sending `tags` to LiteLLM Proxy (#13517)

---
 .../docs/providers/litellm_proxy.md           | 35 +++++++++++++++++++
 1 file changed, 35 insertions(+)

diff --git a/docs/my-website/docs/providers/litellm_proxy.md b/docs/my-website/docs/providers/litellm_proxy.md
index d0441d4fb4..efe61e1544 100644
--- a/docs/my-website/docs/providers/litellm_proxy.md
+++ b/docs/my-website/docs/providers/litellm_proxy.md
@@ -211,3 +211,38 @@ response = litellm.completion(
     use_litellm_proxy=True
 )
 ```
+
+## Sending `tags` to LiteLLM Proxy
+
+Tags allow you to categorize and track your API requests for monitoring, debugging, and analytics purposes. You can send tags as a list of strings to the LiteLLM Proxy using the `extra_body` parameter.
+
+### Usage
+
+Send tags by including them in the `extra_body` parameter of your completion request:
+
+```python showLineNumbers title="Usage"
+import litellm
+
+response = litellm.completion(
+    model="gpt-4",
+    messages=[{"role": "user", "content": "What is the capital of France?"}],
+    api_base="http://localhost:4000",
+    api_key="sk-1234",
+    extra_body={"tags": ["user:ishaan", "department:engineering", "priority:high"]}
+)
+```
+
+### Async Usage
+
+```python showLineNumbers title="Async Usage"
+import litellm
+
+response = await litellm.acompletion(
+    model="gpt-4",
+    messages=[{"role": "user", "content": "What is the capital of France?"}],
+    api_base="http://localhost:4000", 
+    api_key="sk-1234",
+    extra_body={"tags": ["user:ishaan", "department:engineering"]}
+)
+```
+

From 7484a19edf1a6fdd22a5da57949c0eff81605225 Mon Sep 17 00:00:00 2001
From: breno-aumo <160534746+breno-aumo@users.noreply.github.com>
Date: Mon, 11 Aug 2025 22:04:58 -0300
Subject: [PATCH 29/32] Fix OCI streaming (#13437)

* add oci models to model_prices_and_context_window.json

* remove unsupported and unavailable oci models from docs

* fix: split data chunks when using async streaming

* add oci models to model_prices_and_context_window.json

* fix: split data chunks when using async streaming

* revert model.json modifications
---
 litellm/llms/oci/chat/transformation.py | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/litellm/llms/oci/chat/transformation.py b/litellm/llms/oci/chat/transformation.py
index 3524817da6..3e05473630 100644
--- a/litellm/llms/oci/chat/transformation.py
+++ b/litellm/llms/oci/chat/transformation.py
@@ -2,7 +2,7 @@ import base64
 import datetime
 import hashlib
 import json
-from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union
+from typing import TYPE_CHECKING, Any, AsyncIterator, Dict, List, Optional, Tuple, Union
 from urllib.parse import urlparse
 
 import httpx
@@ -586,8 +586,15 @@ class OCIChatConfig(BaseConfig):
 
         completion_stream = response.aiter_text()
 
+        async def split_chunks(completion_stream: AsyncIterator[str]):
+            async for item in completion_stream:
+                for chunk in item.split("\n\n"):
+                    if not chunk:
+                        continue
+                    yield chunk.strip()
+
         streaming_response = OCIStreamWrapper(
-            completion_stream=completion_stream,
+            completion_stream=split_chunks(completion_stream),
             model=model,
             custom_llm_provider=custom_llm_provider,
             logging_obj=logging_obj,

From f3dcae2528512ca87e88dfb2a9e00f113f730dc1 Mon Sep 17 00:00:00 2001
From: NULL <129579691+TensorNull@users.noreply.github.com>
Date: Tue, 12 Aug 2025 09:06:37 +0800
Subject: [PATCH 30/32] feat: add CometAPI provider support with chat
 completions and streaming (#13458)

* feat: add CometAPI support with config, error handling and tests

* fix: specify type for extra_body in CometAPIConfig

---------

Signed-off-by: NULL <129579691+TensorNull@users.noreply.github.com>
---
 litellm/__init__.py                           |   8 +-
 litellm/constants.py                          |   2 +
 .../get_llm_provider_logic.py                 |   3 +
 litellm/llms/cometapi/chat/transformation.py  | 207 ++++++++++++
 litellm/llms/cometapi/common_utils.py         |   6 +
 litellm/main.py                               |  39 +++
 litellm/types/utils.py                        |   1 +
 litellm/utils.py                              |   2 +
 .../chat/test_cometapi_chat_transformation.py | 318 ++++++++++++++++++
 9 files changed, 585 insertions(+), 1 deletion(-)
 create mode 100644 litellm/llms/cometapi/chat/transformation.py
 create mode 100644 litellm/llms/cometapi/common_utils.py
 create mode 100644 tests/test_litellm/llms/cometapi/chat/test_cometapi_chat_transformation.py

diff --git a/litellm/__init__.py b/litellm/__init__.py
index adf1ad4f04..7c4a921145 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -233,6 +233,7 @@ novita_api_key: Optional[str] = None
 snowflake_key: Optional[str] = None
 gradient_ai_api_key: Optional[str] = None
 nebius_key: Optional[str] = None
+cometapi_key: Optional[str] = None
 common_cloud_provider_auth_params: dict = {
     "params": ["project", "region_name", "token"],
     "providers": ["vertex_ai", "bedrock", "watsonx", "azure", "vertex_ai_beta"],
@@ -535,6 +536,7 @@ morph_models: List = []
 lambda_ai_models: List = []
 hyperbolic_models: List = []
 recraft_models: List = []
+cometapi_models: List = []
 oci_models: List = []
 
 
@@ -727,6 +729,8 @@ def add_known_models():
             hyperbolic_models.append(key)
         elif value.get("litellm_provider") == "recraft":
             recraft_models.append(key)
+        elif value.get("litellm_provider") == "cometapi":
+            cometapi_models.append(key)
         elif value.get("litellm_provider") == "oci":
             oci_models.append(key)
 
@@ -818,6 +822,7 @@ model_list = (
     + morph_models
     + lambda_ai_models
     + recraft_models
+    + cometapi_models
     + oci_models
 )
 
@@ -893,6 +898,7 @@ models_by_provider: dict = {
     "lambda_ai": lambda_ai_models,
     "hyperbolic": hyperbolic_models,
     "recraft": recraft_models,
+    "cometapi": cometapi_models,
     "oci": oci_models,
 }
 
@@ -1198,7 +1204,7 @@ from .llms.azure.azure import (
     AzureOpenAIError,
     AzureOpenAIAssistantsAPIConfig,
 )
-
+from .llms.cometapi.chat.transformation import CometAPIConfig
 from .llms.azure.chat.gpt_transformation import AzureOpenAIConfig
 from .llms.azure.chat.gpt_5_transformation import AzureOpenAIGPT5Config
 from .llms.azure.completion.transformation import AzureOpenAITextConfig
diff --git a/litellm/constants.py b/litellm/constants.py
index 61a4af41be..18f384b4ff 100644
--- a/litellm/constants.py
+++ b/litellm/constants.py
@@ -224,6 +224,7 @@ LITELLM_CHAT_PROVIDERS = [
     "together_ai",
     "datarobot",
     "openrouter",
+    "cometapi",
     "vertex_ai",
     "vertex_ai_beta",
     "gemini",
@@ -878,6 +879,7 @@ SENTRY_DENYLIST = [
     "CLOUDFLARE_API_KEY",
     "BASETEN_KEY",
     "OPENROUTER_KEY",
+    "COMETAPI_KEY",
     "DATAROBOT_API_TOKEN",
     "FIREWORKS_API_KEY",
     "FIREWORKS_AI_API_KEY",
diff --git a/litellm/litellm_core_utils/get_llm_provider_logic.py b/litellm/litellm_core_utils/get_llm_provider_logic.py
index cc39b7b590..e9a1eba719 100644
--- a/litellm/litellm_core_utils/get_llm_provider_logic.py
+++ b/litellm/litellm_core_utils/get_llm_provider_logic.py
@@ -358,6 +358,9 @@ def get_llm_provider(  # noqa: PLR0915
         # bytez models
         elif model.startswith("bytez/"):
             custom_llm_provider = "bytez"
+        # cometapi models
+        elif model.startswith("cometapi/"):
+            custom_llm_provider = "cometapi"
         elif model.startswith("oci/"):
             custom_llm_provider = "oci"
         if not custom_llm_provider:
diff --git a/litellm/llms/cometapi/chat/transformation.py b/litellm/llms/cometapi/chat/transformation.py
new file mode 100644
index 0000000000..fedb8f61e5
--- /dev/null
+++ b/litellm/llms/cometapi/chat/transformation.py
@@ -0,0 +1,207 @@
+"""
+Support for CometAPI's `/v1/chat/completions` endpoint.
+
+Based on OpenAI-compatible API interface implementation
+Documentation: [CometAPI Documentation Link]
+"""
+
+from typing import Any, AsyncIterator, Iterator, List, Optional, Tuple, Union
+
+import httpx
+
+from litellm.llms.base_llm.base_model_iterator import BaseModelResponseIterator
+from litellm.llms.base_llm.chat.transformation import BaseLLMException
+from litellm.types.llms.openai import AllMessageValues, ChatCompletionToolParam
+from litellm.types.utils import ModelResponse, ModelResponseStream
+
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
+from ..common_utils import CometAPIException
+
+
+class CometAPIConfig(OpenAIGPTConfig):
+    """
+    CometAPI configuration class, inherits from OpenAIGPTConfig
+    
+    Since CometAPI is OpenAI-compatible API, we inherit from OpenAIGPTConfig
+    and only need to override necessary methods to handle CometAPI-specific features
+    """
+    
+    def map_openai_params(
+        self,
+        non_default_params: dict,
+        optional_params: dict,
+        model: str,
+        drop_params: bool,
+    ) -> dict:
+        """
+        Map OpenAI format parameters to CometAPI format
+        """
+        mapped_openai_params = super().map_openai_params(
+            non_default_params, optional_params, model, drop_params
+        )
+
+        # CometAPI-specific parameters (if any)
+        extra_body: dict[str, Any] = {}
+        # TODO: Add CometAPI-specific parameter handling here
+        # Example:
+        # custom_param = non_default_params.pop("custom_param", None)
+        # if custom_param is not None:
+        #     extra_body["custom_param"] = custom_param
+        
+        if extra_body:
+            mapped_openai_params["extra_body"] = extra_body
+        
+        return mapped_openai_params
+
+    def remove_cache_control_flag_from_messages_and_tools(
+        self,
+        model: str,
+        messages: List[AllMessageValues],
+        tools: Optional[List["ChatCompletionToolParam"]] = None,
+    ) -> Tuple[List[AllMessageValues], Optional[List["ChatCompletionToolParam"]]]:
+        """
+        Remove cache control flags from messages and tools if not supported
+        """
+        # For CometAPI, use default behavior (remove cache control)
+        return super().remove_cache_control_flag_from_messages_and_tools(
+            model, messages, tools
+        )
+
+    def transform_request(
+        self,
+        model: str,
+        messages: List[AllMessageValues],
+        optional_params: dict,
+        litellm_params: dict,
+        headers: dict,
+    ) -> dict:
+        """
+        Transform the overall request to be sent to the API.
+
+        Returns:
+            dict: The transformed request. Sent as the body of the API call.
+        """
+        extra_body = optional_params.pop("extra_body", {})
+        response = super().transform_request(
+            model, messages, optional_params, litellm_params, headers
+        )
+        response.update(extra_body)
+        return response
+
+    def get_complete_url(
+        self,
+        api_base: Optional[str],
+        api_key: Optional[str],
+        model: str,
+        optional_params: dict,
+        litellm_params: dict,
+        stream: Optional[bool] = None,
+    ) -> str:
+        """
+        Get the complete URL for the CometAPI call.
+
+        Returns:
+            str: The complete URL for the API call.
+        """
+        # Default base
+        if api_base is None:
+            api_base = "https://api.cometapi.com/v1"
+        endpoint = "chat/completions"
+
+        # Normalize
+        api_base = api_base.rstrip("/")
+
+        # If endpoint already present, return as-is
+        if endpoint in api_base:
+            return api_base
+
+        # Ensure we include /v1 prefix when missing
+        if api_base.endswith("/v1"):
+            return f"{api_base}/{endpoint}"
+        if api_base.endswith("/v1/"):
+            return f"{api_base}{endpoint}"
+        # If user provided https://api.cometapi.com, add /v1
+        if api_base == "https://api.cometapi.com":
+            return f"{api_base}/v1/{endpoint}"
+        # Generic fallback: if '/v1' not in path, add it
+        if "/v1" not in api_base.split("//", 1)[-1]:
+            return f"{api_base}/v1/{endpoint}"
+        return f"{api_base}/{endpoint}"
+
+    def get_error_class(
+        self, 
+        error_message: str, 
+        status_code: int, 
+        headers: Union[dict, httpx.Headers]
+    ) -> BaseLLMException:
+        """
+        Return CometAPI-specific error class
+        """
+        return CometAPIException(
+            message=error_message,
+            status_code=status_code,
+            headers=headers,
+        )
+
+    def get_model_response_iterator(
+        self,
+        streaming_response: Union[Iterator[str], AsyncIterator[str], ModelResponse],
+        sync_stream: bool,
+        json_mode: Optional[bool] = False,
+    ) -> Any:
+        """
+        Get model response iterator for streaming responses
+        """
+        return CometAPIChatCompletionStreamingHandler(
+            streaming_response=streaming_response,
+            sync_stream=sync_stream,
+            json_mode=json_mode,
+        )
+
+
+class CometAPIChatCompletionStreamingHandler(BaseModelResponseIterator):
+    """
+    Handler for CometAPI streaming chat completion responses
+    """
+    
+    def chunk_parser(self, chunk: dict) -> ModelResponseStream:
+        """
+        Parse individual chunks from streaming response
+        """
+        try:
+            # Handle error in chunk
+            if "error" in chunk:
+                error_chunk = chunk["error"]
+                error_message = "CometAPI Error: {}".format(
+                    error_chunk.get("message", "Unknown error")
+                )
+                raise CometAPIException(
+                    message=error_message,
+                    status_code=error_chunk.get("code", 400),
+                    headers={"Content-Type": "application/json"},
+                )
+
+            # Process choices
+            new_choices = []
+            for choice in chunk["choices"]:
+                # Handle reasoning content if present
+                if "delta" in choice and "reasoning" in choice["delta"]:
+                    choice["delta"]["reasoning_content"] = choice["delta"].get("reasoning")
+                new_choices.append(choice)
+            
+            return ModelResponseStream(
+                id=chunk["id"],
+                object="chat.completion.chunk",
+                created=chunk["created"],
+                usage=chunk.get("usage"),
+                model=chunk["model"],
+                choices=new_choices,
+            )
+        except KeyError as e:
+            raise CometAPIException(
+                message=f"KeyError: {e}, Got unexpected response from CometAPI: {chunk}",
+                status_code=400,
+                headers={"Content-Type": "application/json"},
+            )
+        except Exception as e:
+            raise e
diff --git a/litellm/llms/cometapi/common_utils.py b/litellm/llms/cometapi/common_utils.py
new file mode 100644
index 0000000000..2e5e3e5fab
--- /dev/null
+++ b/litellm/llms/cometapi/common_utils.py
@@ -0,0 +1,6 @@
+from litellm.llms.base_llm.chat.transformation import BaseLLMException
+
+
+class CometAPIException(BaseLLMException):
+    """CometAPI exception handling class"""
+    pass
diff --git a/litellm/main.py b/litellm/main.py
index e2479b073c..ffe5850375 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -1883,6 +1883,45 @@ def completion(  # type: ignore # noqa: PLR0915
                 encoding=encoding,
                 stream=stream,
             )
+        elif custom_llm_provider == "cometapi":
+            api_key = (
+                api_key
+                or litellm.cometapi_key
+                or get_secret_str("COMETAPI_KEY")
+                or litellm.api_key
+            )
+            
+            api_base = (
+                api_base
+                or litellm.api_base
+                or get_secret_str("COMETAPI_API_BASE")
+                or "https://api.cometapi.com/v1"
+            )
+
+            ## COMPLETION CALL
+            response = base_llm_http_handler.completion(
+                model=model,
+                messages=messages,
+                headers=headers,
+                model_response=model_response,
+                api_key=api_key,
+                api_base=api_base,
+                acompletion=acompletion,
+                logging_obj=logging,
+                optional_params=optional_params,
+                litellm_params=litellm_params,
+                timeout=timeout,
+                client=client,
+                custom_llm_provider=custom_llm_provider,
+                encoding=encoding,
+                stream=stream,
+                provider_config=provider_config,
+            )
+            
+            ## LOGGING
+            logging.post_call(
+                input=messages, api_key=api_key, original_response=response
+            )
         elif (
             model in litellm.open_ai_chat_completion_models
             or custom_llm_provider == "custom_openai"
diff --git a/litellm/types/utils.py b/litellm/types/utils.py
index e68a9b9ae3..ec56edf92a 100644
--- a/litellm/types/utils.py
+++ b/litellm/types/utils.py
@@ -2330,6 +2330,7 @@ class LlmProviders(str, Enum):
     PG_VECTOR = "pg_vector"
     HYPERBOLIC = "hyperbolic"
     RECRAFT = "recraft"
+    COMETAPI = "cometapi"
     OCI = "oci"
     AUTO_ROUTER = "auto_router"
     DOTPROMPT = "dotprompt"
diff --git a/litellm/utils.py b/litellm/utils.py
index badc4bfba4..54628c05fa 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -6859,6 +6859,8 @@ class ProviderConfigManager:
             return litellm.TogetherAIConfig()
         elif litellm.LlmProviders.OPENROUTER == provider:
             return litellm.OpenrouterConfig()
+        elif litellm.LlmProviders.COMETAPI == provider:
+            return litellm.CometAPIConfig()
         elif litellm.LlmProviders.DATAROBOT == provider:
             return litellm.DataRobotConfig()
         elif litellm.LlmProviders.GEMINI == provider:
diff --git a/tests/test_litellm/llms/cometapi/chat/test_cometapi_chat_transformation.py b/tests/test_litellm/llms/cometapi/chat/test_cometapi_chat_transformation.py
new file mode 100644
index 0000000000..c7723fa414
--- /dev/null
+++ b/tests/test_litellm/llms/cometapi/chat/test_cometapi_chat_transformation.py
@@ -0,0 +1,318 @@
+"""
+Unit tests for CometAPI Chat Configuration
+
+Tests the CometAPIChatConfig class methods using mocks
+"""
+
+import os
+import sys
+
+import pytest
+
+sys.path.insert(
+    0, os.path.abspath("../../../../..")
+)  # Adds the parent directory to the system path
+
+from litellm.llms.cometapi.chat.transformation import (
+    CometAPIChatCompletionStreamingHandler,
+    CometAPIConfig,
+)
+from litellm.llms.cometapi.common_utils import CometAPIException
+
+
+class TestCometAPIChatCompletionStreamingHandler:
+    def test_chunk_parser_successful(self):
+        handler = CometAPIChatCompletionStreamingHandler(
+            streaming_response=None, sync_stream=True
+        )
+
+        # Test input chunk
+        chunk = {
+            "id": "test_id",
+            "created": 1234567890,
+            "model": "gpt-3.5-turbo",
+            "usage": {"prompt_tokens": 10, "completion_tokens": 20, "total_tokens": 30},
+            "choices": [
+                {"delta": {"content": "test content", "reasoning": "test reasoning"}}
+            ],
+        }
+
+        # Parse chunk
+        result = handler.chunk_parser(chunk)
+
+        # Verify response
+        assert result.id == "test_id"
+        assert result.object == "chat.completion.chunk"
+        assert result.created == 1234567890
+        assert result.model == "gpt-3.5-turbo"
+        assert result.usage.prompt_tokens == chunk["usage"]["prompt_tokens"]
+        assert result.usage.completion_tokens == chunk["usage"]["completion_tokens"]
+        assert result.usage.total_tokens == chunk["usage"]["total_tokens"]
+        assert len(result.choices) == 1
+        assert result.choices[0]["delta"]["reasoning_content"] == "test reasoning"
+
+    def test_chunk_parser_error_response(self):
+        handler = CometAPIChatCompletionStreamingHandler(
+            streaming_response=None, sync_stream=True
+        )
+
+        # Test error chunk
+        error_chunk = {
+            "error": {
+                "message": "test error",
+                "code": 400,
+            }
+        }
+
+        # Verify error handling
+        with pytest.raises(CometAPIException) as exc_info:
+            handler.chunk_parser(error_chunk)
+
+        assert "CometAPI Error: test error" in str(exc_info.value)
+        assert exc_info.value.status_code == 400
+
+    def test_chunk_parser_key_error(self):
+        handler = CometAPIChatCompletionStreamingHandler(
+            streaming_response=None, sync_stream=True
+        )
+
+        # Test invalid chunk missing required fields
+        invalid_chunk = {"incomplete": "data"}
+
+        # Verify KeyError handling
+        with pytest.raises(CometAPIException) as exc_info:
+            handler.chunk_parser(invalid_chunk)
+
+        assert "KeyError" in str(exc_info.value)
+        assert exc_info.value.status_code == 400
+
+
+class TestCometAPIConfig:
+    def test_transform_request_basic(self):
+        """Test basic request transformation"""
+        config = CometAPIConfig()
+        
+        transformed_request = config.transform_request(
+            model="cometapi/gpt-3.5-turbo",
+            messages=[
+                {"role": "user", "content": "Hello, world!"}
+            ],
+            optional_params={},
+            litellm_params={},
+            headers={},
+        )
+
+        assert transformed_request["model"] == "cometapi/gpt-3.5-turbo"
+        assert transformed_request["messages"] == [
+            {"role": "user", "content": "Hello, world!"}
+        ]
+
+    def test_transform_request_with_extra_body(self):
+        """Test request transformation with extra_body parameters"""
+        config = CometAPIConfig()
+        
+        transformed_request = config.transform_request(
+            model="cometapi/gpt-4",
+            messages=[{"role": "user", "content": "Hello, world!"}],
+            optional_params={"extra_body": {"custom_param": "custom_value"}},
+            litellm_params={},
+            headers={},
+        )
+
+        # Validate that extra_body parameters are merged into the request
+        assert transformed_request["custom_param"] == "custom_value"
+        assert transformed_request["messages"] == [
+            {"role": "user", "content": "Hello, world!"}
+        ]
+
+    def test_cache_control_flag_removal(self):
+        """Test cache control flag removal from messages"""
+        config = CometAPIConfig()
+        
+        transformed_request = config.transform_request(
+            model="cometapi/gpt-3.5-turbo",
+            messages=[
+                {
+                    "role": "user",
+                    "content": "Hello, world!",
+                    "cache_control": {"type": "ephemeral"},
+                }
+            ],
+            optional_params={},
+            litellm_params={},
+            headers={},
+        )
+        
+        # CometAPI should remove cache_control flags by default
+        assert transformed_request["messages"][0].get("cache_control") is None
+
+    def test_map_openai_params(self):
+        """Test OpenAI parameter mapping"""
+        config = CometAPIConfig()
+        
+        non_default_params = {
+            "temperature": 0.7,
+            "max_tokens": 100,
+            "top_p": 0.9,
+        }
+        
+        mapped_params = config.map_openai_params(
+            non_default_params=non_default_params,
+            optional_params={},
+            model="cometapi/gpt-3.5-turbo",
+            drop_params=False,
+        )
+        
+        assert mapped_params["temperature"] == 0.7
+        assert mapped_params["max_tokens"] == 100
+        assert mapped_params["top_p"] == 0.9
+
+    def test_get_error_class(self):
+        """Test error class creation"""
+        config = CometAPIConfig()
+        
+        error = config.get_error_class(
+            error_message="Test error",
+            status_code=400,
+            headers={"Content-Type": "application/json"}
+        )
+        
+        assert isinstance(error, CometAPIException)
+        assert error.message == "Test error"
+        assert error.status_code == 400
+
+
+# Integration test example (requires real API key)
+@pytest.mark.skip(reason="Skipping integration test")
+def test_cometapi_integration():
+    """
+    Integration test - requires real API key
+    Run with: pytest -k test_cometapi_integration -s
+    """
+    import os
+    from litellm import completion
+    
+    # Try to get API key from multiple environment variables
+    api_key = (
+        os.getenv("COMETAPI_API_KEY") 
+        or os.getenv("COMETAPI_KEY")
+        or os.getenv("COMET_API_KEY")
+    )
+    
+    if not api_key:
+        pytest.skip("COMETAPI_API_KEY not set - skipping integration test")
+    
+    response = completion(
+        model="cometapi/gpt-3.5-turbo",
+        messages=[{"role": "user", "content": "Say hello in one word"}],
+        api_key=api_key,
+        max_tokens=10,
+        temperature=0.7
+    )
+    
+    # Verify response structure
+    assert response.choices[0].message.content
+    assert len(response.choices[0].message.content.strip()) > 0
+    assert response.model
+    assert response.usage
+    assert response.usage.total_tokens > 0
+
+
+def test_cometapi_streaming_integration():
+    """
+    Integration test for streaming - requires real API key
+    Run with: pytest -k test_cometapi_streaming_integration -s
+    """
+    import os
+    from litellm import completion
+    
+    # Try to get API key from multiple environment variables
+    api_key = (
+        os.getenv("COMETAPI_API_KEY") 
+        or os.getenv("COMETAPI_KEY")
+        or os.getenv("COMET_API_KEY")
+    )
+    
+    if not api_key:
+        pytest.skip("COMETAPI_API_KEY not set - skipping streaming integration test")
+    
+    try:
+        print(f"🔍 Testing streaming with API key: {api_key[:6]}...{api_key[-4:]} (length: {len(api_key)})")
+        print(f"🔍 API base URL: {os.getenv('COMETAPI_API_BASE', 'default')}")
+        
+        # test streaming API call
+        response = completion(
+            model="cometapi/gpt-3.5-turbo",
+            messages=[{"role": "user", "content": "Count from 1 to 5"}],
+            api_key=api_key,
+            max_tokens=50,
+            stream=True
+        )
+
+        # collect streaming response
+        chunks = []
+        content_parts = []
+
+        for chunk in response:
+            chunks.append(chunk)
+            if chunk.choices[0].delta.content:
+                content_parts.append(chunk.choices[0].delta.content)
+
+        # Verify we received at least one chunk and content
+        assert len(chunks) > 0, "Should receive at least one chunk"
+        assert len(content_parts) > 0, "Should receive content in chunks"
+
+        full_content = "".join(content_parts)
+        assert len(full_content.strip()) > 0, "Should have non-empty content"
+
+        print(f"✅ Received {len(chunks)} chunks")
+        print(f"✅ Full content: {full_content}")
+
+    except Exception as e:
+        print(f"❌ Streaming integration test error details:")
+        print(f"   Error type: {type(e).__name__}")
+        print(f"   Error message: {str(e)}")
+        if hasattr(e, 'status_code'):
+            print(f"   Status code: {e.status_code}")
+        if hasattr(e, 'response'):
+            print(f"   Response: {e.response}")
+            
+        # Re-raise with more context for pytest
+        pytest.fail(f"Streaming integration test failed: {type(e).__name__}: {str(e)}")
+def test_cometapi_with_custom_base_url():
+    """
+    Test CometAPI with custom base URL
+    """
+    import os
+    from litellm import completion
+    
+    api_key = (
+        os.getenv("COMETAPI_API_KEY") 
+        or os.getenv("COMETAPI_KEY")
+        or os.getenv("COMET_API_KEY")
+    )
+    
+    custom_base_url = os.getenv("COMETAPI_API_BASE", "https://api.cometapi.com/v1")
+    
+    if not api_key:
+        pytest.skip("COMETAPI_API_KEY not set - skipping custom base URL test")
+    
+    try:
+        response = completion(
+            model="cometapi/gpt-3.5-turbo",
+            messages=[{"role": "user", "content": "Hello"}],
+            api_key=api_key,
+            api_base=custom_base_url,
+            max_tokens=5
+        )
+        
+        assert response.choices[0].message.content
+        print(f"✅ Custom base URL test passed: {response.choices[0].message.content}")
+        
+    except Exception as e:
+        pytest.fail(f"Custom base URL test failed: {str(e)}")
+
+
+if __name__ == "__main__":
+    # Quick test runner
+    pytest.main([__file__, "-v"])
\ No newline at end of file

From d5135bba311b28b8184541ac5d0859889d0316b1 Mon Sep 17 00:00:00 2001
From: tanjiro <56165694+NANDINI-star@users.noreply.github.com>
Date: Tue, 12 Aug 2025 10:11:43 +0900
Subject: [PATCH 31/32] Allow unsetting TPM and RPM - Teams Settings (#13430)

* modified tpm rpm for 0 and null values

* show unlimited if tpm/rpm 0 or null

* bring back unlimited
---
 .../src/components/team/team_info.tsx         | 24 ++++++++++++-------
 1 file changed, 16 insertions(+), 8 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/team/team_info.tsx b/ui/litellm-dashboard/src/components/team/team_info.tsx
index 5ea910cdbe..c21294c882 100644
--- a/ui/litellm-dashboard/src/components/team/team_info.tsx
+++ b/ui/litellm-dashboard/src/components/team/team_info.tsx
@@ -320,12 +320,19 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
         return;
       }
 
+      const sanitizeNumeric = (v: any) => {
+        if (v === null || v === undefined) return null;
+        if (typeof v === "string" && v.trim() === "") return null;
+        if (typeof v === "number" && Number.isNaN(v)) return null;
+        return v;
+      };
+
       const updateData: any = {
         team_id: teamId,
         team_alias: values.team_alias,
         models: values.models,
-        tpm_limit: values.tpm_limit,
-        rpm_limit: values.rpm_limit,
+        tpm_limit: sanitizeNumeric(values.tpm_limit),
+        rpm_limit: sanitizeNumeric(values.rpm_limit),
         max_budget: values.max_budget,
         budget_duration: values.budget_duration,
         metadata: {
@@ -349,10 +356,7 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
         servers: [],
         accessGroups: [],
       };
-      if (
-        (servers && servers.length > 0) ||
-        (accessGroups && accessGroups.length > 0)
-      ) {
+      if ((servers && servers.length > 0) || (accessGroups && accessGroups.length > 0)) {
         updateData.object_permission = {};
         if (servers && servers.length > 0) {
           updateData.object_permission.mcp_servers = servers;
@@ -472,8 +476,12 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
               <Card>
                 <Text>Rate Limits</Text>
                 <div className="mt-2">
-                  <Text>TPM: {info.tpm_limit || "Unlimited"}</Text>
-                  <Text>RPM: {info.rpm_limit || "Unlimited"}</Text>
+                  <Text>
+                    TPM: {info.tpm_limit || "Unlimited"}
+                  </Text>
+                  <Text>
+                    RPM: {info.rpm_limit || "Unlimited"}
+                  </Text>
                   {info.max_parallel_requests && (
                     <Text>
                       Max Parallel Requests: {info.max_parallel_requests}

From 008ea864a7ba12e49ee713f148116743f5fa9c76 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 11 Aug 2025 22:06:25 -0700
Subject: [PATCH 32/32] [Feat] - Add key/team logging for Langfuse OTEL Logger
 (#13512)

* feat - add key/team logging for LF

* test_construct_dynamic_otel_headers_with_langfuse_keys

* update LangfuseOtelLogger

* test_construct_dynamic_otel_headers_with_langfuse_keys

* cleanup

* OpenTelemetryConfig fixes

* fix code qa checks

* TestLangfuseOtelIntegration
---
 .../integrations/langfuse/langfuse_otel.py    | 57 ++++++++++++++++---
 litellm/litellm_core_utils/litellm_logging.py |  7 ++-
 litellm/proxy/proxy_config.yaml               | 18 +++---
 .../integrations/test_langfuse_otel.py        | 48 +++++++++++++++-
 4 files changed, 105 insertions(+), 25 deletions(-)

diff --git a/litellm/integrations/langfuse/langfuse_otel.py b/litellm/integrations/langfuse/langfuse_otel.py
index 4072be2a25..8b90e12337 100644
--- a/litellm/integrations/langfuse/langfuse_otel.py
+++ b/litellm/integrations/langfuse/langfuse_otel.py
@@ -1,15 +1,16 @@
 import base64
-import os
 import json  # <--- NEW
-from typing import TYPE_CHECKING, Any, Union
-from urllib.parse import quote
+import os
+from typing import TYPE_CHECKING, Any, Optional, Union
 
 from litellm._logging import verbose_logger
 from litellm.integrations.arize import _utils
+from litellm.integrations.opentelemetry import OpenTelemetry
 from litellm.types.integrations.langfuse_otel import (
     LangfuseOtelConfig,
     LangfuseSpanAttributes,
 )
+from litellm.types.utils import StandardCallbackDynamicParams
 
 if TYPE_CHECKING:
     from opentelemetry.trace import Span as _Span
@@ -33,7 +34,11 @@ LANGFUSE_CLOUD_US_ENDPOINT = "https://us.cloud.langfuse.com/api/public/otel"
 
 
 
-class LangfuseOtelLogger:
+class LangfuseOtelLogger(OpenTelemetry):
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+
+
     @staticmethod
     def set_langfuse_otel_attributes(span: Span, kwargs, response_obj):
         """
@@ -174,11 +179,11 @@ class LangfuseOtelLogger:
             endpoint = LANGFUSE_CLOUD_US_ENDPOINT
             verbose_logger.debug(f"Using Langfuse US cloud endpoint: {endpoint}")
 
-        # Create Basic Auth header
-        auth_string = f"{public_key}:{secret_key}"
-        auth_header = base64.b64encode(auth_string.encode()).decode()
-        # URL encode the entire header value as required by OpenTelemetry specification
-        otlp_auth_headers = f"Authorization={quote(f'Basic {auth_header}')}"
+        auth_header = LangfuseOtelLogger._get_langfuse_authorization_header(
+            public_key=public_key,
+            secret_key=secret_key
+        )
+        otlp_auth_headers = f"Authorization={auth_header}"
 
         # Set standard OTEL environment variables
         os.environ["OTEL_EXPORTER_OTLP_ENDPOINT"] = endpoint
@@ -187,3 +192,37 @@ class LangfuseOtelLogger:
         return LangfuseOtelConfig(
             otlp_auth_headers=otlp_auth_headers, protocol="otlp_http"
         )
+    
+    @staticmethod
+    def _get_langfuse_authorization_header(public_key: str, secret_key: str) -> str:
+        """
+        Get the authorization header for Langfuse OpenTelemetry.
+        """
+        auth_string = f"{public_key}:{secret_key}"
+        auth_header = base64.b64encode(auth_string.encode()).decode()
+        return f'Basic {auth_header}'
+    
+    def construct_dynamic_otel_headers(
+        self, 
+        standard_callback_dynamic_params: StandardCallbackDynamicParams
+    ) -> Optional[dict]:
+        """
+        Construct dynamic Langfuse headers from standard callback dynamic params
+
+        This is used for team/key based logging.
+
+        Returns:
+            dict: A dictionary of dynamic Langfuse headers
+        """
+        dynamic_headers = {}
+
+        dynamic_langfuse_public_key = standard_callback_dynamic_params.get("langfuse_public_key")
+        dynamic_langfuse_secret_key = standard_callback_dynamic_params.get("langfuse_secret_key")
+        if dynamic_langfuse_public_key and dynamic_langfuse_secret_key:
+            auth_header = LangfuseOtelLogger._get_langfuse_authorization_header(
+                public_key=dynamic_langfuse_public_key,
+                secret_key=dynamic_langfuse_secret_key
+            )
+            dynamic_headers["Authorization"] = auth_header
+        
+        return dynamic_headers
diff --git a/litellm/litellm_core_utils/litellm_logging.py b/litellm/litellm_core_utils/litellm_logging.py
index e88074f056..8e4aa43c9c 100644
--- a/litellm/litellm_core_utils/litellm_logging.py
+++ b/litellm/litellm_core_utils/litellm_logging.py
@@ -131,7 +131,6 @@ from ..integrations.humanloop import HumanloopLogger
 from ..integrations.lago import LagoLogger
 from ..integrations.langfuse.langfuse import LangFuseLogger
 from ..integrations.langfuse.langfuse_handler import LangFuseHandler
-from ..integrations.langfuse.langfuse_otel import LangfuseOtelLogger
 from ..integrations.langfuse.langfuse_prompt_management import LangfusePromptManagement
 from ..integrations.langsmith import LangsmithLogger
 from ..integrations.literal_ai import LiteralAILogger
@@ -3457,6 +3456,7 @@ def _init_custom_logger_compatible_class(  # noqa: PLR0915
             _in_memory_loggers.append(langfuse_logger)
             return langfuse_logger  # type: ignore
         elif logging_integration == "langfuse_otel":
+            from litellm.integrations.langfuse.langfuse_otel import LangfuseOtelLogger
             from litellm.integrations.opentelemetry import (
                 OpenTelemetry,
                 OpenTelemetryConfig,
@@ -3467,15 +3467,16 @@ def _init_custom_logger_compatible_class(  # noqa: PLR0915
             # The endpoint and headers are now set as environment variables by get_langfuse_otel_config()
             otel_config = OpenTelemetryConfig(
                 exporter=langfuse_otel_config.protocol,
+                headers=langfuse_otel_config.otlp_auth_headers,
             )
 
             for callback in _in_memory_loggers:
                 if (
-                    isinstance(callback, OpenTelemetry)
+                    isinstance(callback, LangfuseOtelLogger)
                     and callback.callback_name == "langfuse_otel"
                 ):
                     return callback  # type: ignore
-            _otel_logger = OpenTelemetry(
+            _otel_logger = LangfuseOtelLogger(
                 config=otel_config, callback_name="langfuse_otel"
             )
             _in_memory_loggers.append(_otel_logger)
diff --git a/litellm/proxy/proxy_config.yaml b/litellm/proxy/proxy_config.yaml
index e1d784bb02..6e9c925257 100644
--- a/litellm/proxy/proxy_config.yaml
+++ b/litellm/proxy/proxy_config.yaml
@@ -1,15 +1,11 @@
 model_list:
-  - model_name: gemini/*
+  - model_name: openai/*
     litellm_params:
-      model: gemini/*
+      model: openai/*
+  - model_name: anthropic/*
+    litellm_params:
+      model: anthropic/*
 
 litellm_settings:
-  callbacks: ["s3_v2"]
-  s3_callback_params:
-    s3_bucket_name: litellm-logs   # AWS Bucket Name for S3
-    s3_region_name: us-west-2       
-
-general_settings:
-  cold_storage_custom_logger: s3_v2
-  store_prompts_in_cold_storage: true
-  store_prompts_in_spend_logs: true
+  callbacks:
+    - langfuse_otel
\ No newline at end of file
diff --git a/tests/test_litellm/integrations/test_langfuse_otel.py b/tests/test_litellm/integrations/test_langfuse_otel.py
index 20486a4492..41b20c2a23 100644
--- a/tests/test_litellm/integrations/test_langfuse_otel.py
+++ b/tests/test_litellm/integrations/test_langfuse_otel.py
@@ -1,6 +1,6 @@
+import json
 import os
 from unittest.mock import MagicMock, patch
-import json
 
 import pytest
 
@@ -108,7 +108,8 @@ class TestLangfuseOtelIntegration:
 
     def test_extract_langfuse_metadata_with_header_enrichment(self, monkeypatch):
         """_extract_langfuse_metadata should call LangFuseLogger.add_metadata_from_header when available."""
-        import sys, types
+        import sys
+        import types
 
         # Build a stub module + class on-the-fly
         stub_module = types.ModuleType("litellm.integrations.langfuse.langfuse")
@@ -186,6 +187,49 @@ class TestLangfuseOtelIntegration:
 
             assert actual == expected, "Mismatch between expected and actual OTEL attribute mapping."
 
+    def test_construct_dynamic_otel_headers_with_langfuse_keys(self):
+        """Test that construct_dynamic_otel_headers creates proper auth headers when langfuse keys are provided."""
+        from litellm.types.utils import StandardCallbackDynamicParams
+
+        # Create dynamic params with langfuse keys
+        dynamic_params = StandardCallbackDynamicParams(
+            langfuse_public_key="test_public_key",
+            langfuse_secret_key="test_secret_key"
+        )
+        
+        logger = LangfuseOtelLogger()
+        result = logger.construct_dynamic_otel_headers(dynamic_params)
+        
+        # Should return a dict with otlp_auth_headers
+        assert result is not None
+        assert "Authorization" in result
+        
+        # The auth header should contain the basic auth format
+        auth_header = result["Authorization"]
+        assert auth_header.startswith("Basic ")
+        
+        # Verify the header format by decoding
+        import base64
+
+        # Extract the base64 part from "Authorization=Basic <base64>"
+        base64_part = auth_header.replace("Basic ", "")
+        decoded = base64.b64decode(base64_part).decode()
+        
+        assert decoded == "test_public_key:test_secret_key"
+
+    def test_construct_dynamic_otel_headers_empty_params(self):
+        """Test that construct_dynamic_otel_headers returns empty dict when no langfuse keys are provided."""
+        from litellm.types.utils import StandardCallbackDynamicParams
+
+        # Create dynamic params without langfuse keys
+        dynamic_params = StandardCallbackDynamicParams()
+        
+        logger = LangfuseOtelLogger()
+        result = logger.construct_dynamic_otel_headers(dynamic_params)
+        
+        # Should return an empty dict
+        assert result == {}
+
 
 if __name__ == "__main__":
     pytest.main([__file__]) 
\ No newline at end of file