From d17d20596333c7df6c6d7dbb764a026ce5f2beec Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 12 Mar 2026 11:25:05 -0700
Subject: [PATCH] chore: update Next.js build artifacts (2026-03-12 18:25 UTC,
 node v22.16.0)

---
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diff --git a/litellm/proxy/_experimental/out/404/index.html b/litellm/proxy/_experimental/out/404.html
similarity index 96%
rename from litellm/proxy/_experimental/out/404/index.html
rename to litellm/proxy/_experimental/out/404.html
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--- a/litellm/proxy/_experimental/out/404/index.html
+++ b/litellm/proxy/_experimental/out/404.html
@@ -1 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/e8718f949e42598e.js b/litellm/proxy/_experimental/out/_next/static/chunks/07fd9d7c5c879cb6.js
similarity index 54%
rename from litellm/proxy/_experimental/out/_next/static/chunks/e8718f949e42598e.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/07fd9d7c5c879cb6.js
index 7daf47e9cf..77423d0078 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/e8718f949e42598e.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/07fd9d7c5c879cb6.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/0a55aff89c1ec2e4.js b/litellm/proxy/_experimental/out/_next/static/chunks/0a55aff89c1ec2e4.js
deleted file mode 100644
index cbd60e721c..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/0a55aff89c1ec2e4.js
+++ /dev/null
@@ -1,420 +0,0 @@
-(globalThis.TURBOPACK||(globalThis.TURBOPACK=[])).push(["object"==typeof document?document.currentScript:void 0,190272,785913,e=>{"use strict";var t,i,o=((t={}).AUDIO_SPEECH="audio_speech",t.AUDIO_TRANSCRIPTION="audio_transcription",t.IMAGE_GENERATION="image_generation",t.VIDEO_GENERATION="video_generation",t.CHAT="chat",t.RESPONSES="responses",t.IMAGE_EDITS="image_edits",t.ANTHROPIC_MESSAGES="anthropic_messages",t.EMBEDDING="embedding",t),r=((i={}).IMAGE="image",i.VIDEO="video",i.CHAT="chat",i.RESPONSES="responses",i.IMAGE_EDITS="image_edits",i.ANTHROPIC_MESSAGES="anthropic_messages",i.EMBEDDINGS="embeddings",i.SPEECH="speech",i.TRANSCRIPTION="transcription",i.A2A_AGENTS="a2a_agents",i.MCP="mcp",i.REALTIME="realtime",i);let a={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"};e.s(["EndpointType",()=>r,"getEndpointType",0,e=>{if(console.log("getEndpointType:",e),Object.values(o).includes(e)){let t=a[e];return console.log("endpointType:",t),t}return"chat"}],785913),e.s(["generateCodeSnippet",0,e=>{let t,{apiKeySource:i,accessToken:o,apiKey:a,inputMessage:n,chatHistory:s,selectedTags:l,selectedVectorStores:c,selectedGuardrails:d,selectedPolicies:u,selectedMCPServers:p,mcpServers:m,mcpServerToolRestrictions:g,selectedVoice:f,endpointType:h,selectedModel:_,selectedSdk:v,proxySettings:b}=e,x="session"===i?o:a,y=window.location.origin,w=b?.LITELLM_UI_API_DOC_BASE_URL;w&&w.trim()?y=w:b?.PROXY_BASE_URL&&(y=b.PROXY_BASE_URL);let S=n||"Your prompt here",j=S.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),k=s.filter(e=>!e.isImage).map(({role:e,content:t})=>({role:e,content:t})),C={};l.length>0&&(C.tags=l),c.length>0&&(C.vector_stores=c),d.length>0&&(C.guardrails=d),u.length>0&&(C.policies=u);let O=_||"your-model-name",N="azure"===v?`import openai
-
-client = openai.AzureOpenAI(
-	api_key="${x||"YOUR_LITELLM_API_KEY"}",
-	azure_endpoint="${y}",
-	api_version="2024-02-01"
-)`:`import openai
-
-client = openai.OpenAI(
-	api_key="${x||"YOUR_LITELLM_API_KEY"}",
-	base_url="${y}"
-)`;switch(h){case r.CHAT:{let e=Object.keys(C).length>0,i="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();i=`,
-    extra_body=${e}`}let o=k.length>0?k:[{role:"user",content:S}];t=`
-import base64
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Example with text only
-response = client.chat.completions.create(
-    model="${O}",
-    messages=${JSON.stringify(o,null,4)}${i}
-)
-
-print(response)
-
-# Example with image or PDF (uncomment and provide file path to use)
-# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
-# response_with_file = client.chat.completions.create(
-#     model="${O}",
-#     messages=[
-#         {
-#             "role": "user",
-#             "content": [
-#                 {
-#                     "type": "text",
-#                     "text": "${j}"
-#                 },
-#                 {
-#                     "type": "image_url",
-#                     "image_url": {
-#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}
-#                     }
-#                 }
-#             ]
-#         }
-#     ]${i}
-# )
-# print(response_with_file)
-`;break}case r.RESPONSES:{let e=Object.keys(C).length>0,i="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();i=`,
-    extra_body=${e}`}let o=k.length>0?k:[{role:"user",content:S}];t=`
-import base64
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Example with text only
-response = client.responses.create(
-    model="${O}",
-    input=${JSON.stringify(o,null,4)}${i}
-)
-
-print(response.output_text)
-
-# Example with image or PDF (uncomment and provide file path to use)
-# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
-# response_with_file = client.responses.create(
-#     model="${O}",
-#     input=[
-#         {
-#             "role": "user",
-#             "content": [
-#                 {"type": "input_text", "text": "${j}"},
-#                 {
-#                     "type": "input_image",
-#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}
-#                 },
-#             ],
-#         }
-#     ]${i}
-# )
-# print(response_with_file.output_text)
-`;break}case r.IMAGE:t="azure"===v?`
-# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
-# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
-# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
-import os
-import requests
-import json
-import time
-from PIL import Image
-
-result = client.images.generate(
-	model="${O}",
-	prompt="${n}",
-	n=1
-)
-
-json_response = json.loads(result.model_dump_json())
-
-# Set the directory for the stored image
-image_dir = os.path.join(os.curdir, 'images')
-
-# If the directory doesn't exist, create it
-if not os.path.isdir(image_dir):
-	os.mkdir(image_dir)
-
-# Initialize the image path
-image_filename = f"generated_image_{int(time.time())}.png"
-image_path = os.path.join(image_dir, image_filename)
-
-try:
-	# Retrieve the generated image
-	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
-			image_url = json_response["data"][0]["url"]
-			generated_image = requests.get(image_url).content
-			with open(image_path, "wb") as image_file:
-					image_file.write(generated_image)
-
-			print(f"Image saved to {image_path}")
-			# Display the image
-			image = Image.open(image_path)
-			image.show()
-	else:
-			print("Could not find image URL in response.")
-			print("Full response:", json_response)
-except Exception as e:
-	print(f"An error occurred: {e}")
-	print("Full response:", json_response)
-`:`
-import base64
-import os
-import time
-import json
-from PIL import Image
-import requests
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Helper function to create a file (simplified for this example)
-def create_file(image_path):
-	# In a real implementation, this would upload the file to OpenAI
-	# For this example, we'll just return a placeholder ID
-	return f"file_{os.path.basename(image_path).replace('.', '_')}"
-
-# The prompt entered by the user
-prompt = "${j}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${O}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`;break;case r.IMAGE_EDITS:t="azure"===v?`
-import base64
-import os
-import time
-import json
-from PIL import Image
-import requests
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# The prompt entered by the user
-prompt = "${j}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${O}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`:`
-import base64
-import os
-import time
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Helper function to create a file (simplified for this example)
-def create_file(image_path):
-	# In a real implementation, this would upload the file to OpenAI
-	# For this example, we'll just return a placeholder ID
-	return f"file_{os.path.basename(image_path).replace('.', '_')}"
-
-# The prompt entered by the user
-prompt = "${j}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${O}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`;break;case r.EMBEDDINGS:t=`
-response = client.embeddings.create(
-	input="${n||"Your string here"}",
-	model="${O}",
-	encoding_format="base64" # or "float"
-)
-
-print(response.data[0].embedding)
-`;break;case r.TRANSCRIPTION:t=`
-# Open the audio file
-audio_file = open("path/to/your/audio/file.mp3", "rb")
-
-# Make the transcription request
-response = client.audio.transcriptions.create(
-	model="${O}",
-	file=audio_file${n?`,
-	prompt="${n.replace(/"/g,'\\"')}"`:""}
-)
-
-print(response.text)
-`;break;case r.SPEECH:t=`
-# Make the text-to-speech request
-response = client.audio.speech.create(
-	model="${O}",
-	input="${n||"Your text to convert to speech here"}",
-	voice="${f}"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
-)
-
-# Save the audio to a file
-output_filename = "output_speech.mp3"
-response.stream_to_file(output_filename)
-print(f"Audio saved to {output_filename}")
-
-# Optional: Customize response format and speed
-# response = client.audio.speech.create(
-#     model="${O}",
-#     input="${n||"Your text to convert to speech here"}",
-#     voice="alloy",
-#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm
-#     speed=1.0  # Range: 0.25 to 4.0
-# )
-# response.stream_to_file("output_speech.mp3")
-`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${N}
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index 0000000000..a2b8809a94
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new file mode 100644
index 0000000000..4813818903
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+
+client = openai.AzureOpenAI(
+	api_key="${v||"YOUR_LITELLM_API_KEY"}",
+	azure_endpoint="${I}",
+	api_version="2024-02-01"
+)`:`import openai
+
+client = openai.OpenAI(
+	api_key="${v||"YOUR_LITELLM_API_KEY"}",
+	base_url="${I}"
+)`;switch(h){case o.CHAT:{let e=Object.keys(y).length>0,r="";if(e){let e=JSON.stringify({metadata:y},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();r=`,
+    extra_body=${e}`}let a=E.length>0?E:[{role:"user",content:C}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.chat.completions.create(
+    model="${O}",
+    messages=${JSON.stringify(a,null,4)}${r}
+)
+
+print(response)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
+# response_with_file = client.chat.completions.create(
+#     model="${O}",
+#     messages=[
+#         {
+#             "role": "user",
+#             "content": [
+#                 {
+#                     "type": "text",
+#                     "text": "${w}"
+#                 },
+#                 {
+#                     "type": "image_url",
+#                     "image_url": {
+#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}
+#                     }
+#                 }
+#             ]
+#         }
+#     ]${r}
+# )
+# print(response_with_file)
+`;break}case o.RESPONSES:{let e=Object.keys(y).length>0,r="";if(e){let e=JSON.stringify({metadata:y},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();r=`,
+    extra_body=${e}`}let a=E.length>0?E:[{role:"user",content:C}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.responses.create(
+    model="${O}",
+    input=${JSON.stringify(a,null,4)}${r}
+)
+
+print(response.output_text)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
+# response_with_file = client.responses.create(
+#     model="${O}",
+#     input=[
+#         {
+#             "role": "user",
+#             "content": [
+#                 {"type": "input_text", "text": "${w}"},
+#                 {
+#                     "type": "input_image",
+#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}
+#                 },
+#             ],
+#         }
+#     ]${r}
+# )
+# print(response_with_file.output_text)
+`;break}case o.IMAGE:t="azure"===b?`
+# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
+# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
+# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
+import os
+import requests
+import json
+import time
+from PIL import Image
+
+result = client.images.generate(
+	model="${O}",
+	prompt="${n}",
+	n=1
+)
+
+json_response = json.loads(result.model_dump_json())
+
+# Set the directory for the stored image
+image_dir = os.path.join(os.curdir, 'images')
+
+# If the directory doesn't exist, create it
+if not os.path.isdir(image_dir):
+	os.mkdir(image_dir)
+
+# Initialize the image path
+image_filename = f"generated_image_{int(time.time())}.png"
+image_path = os.path.join(image_dir, image_filename)
+
+try:
+	# Retrieve the generated image
+	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
+			image_url = json_response["data"][0]["url"]
+			generated_image = requests.get(image_url).content
+			with open(image_path, "wb") as image_file:
+					image_file.write(generated_image)
+
+			print(f"Image saved to {image_path}")
+			# Display the image
+			image = Image.open(image_path)
+			image.show()
+	else:
+			print("Could not find image URL in response.")
+			print("Full response:", json_response)
+except Exception as e:
+	print(f"An error occurred: {e}")
+	print("Full response:", json_response)
+`:`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+	# In a real implementation, this would upload the file to OpenAI
+	# For this example, we'll just return a placeholder ID
+	return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${w}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${O}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`;break;case o.IMAGE_EDITS:t="azure"===b?`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# The prompt entered by the user
+prompt = "${w}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${O}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`:`
+import base64
+import os
+import time
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+	# In a real implementation, this would upload the file to OpenAI
+	# For this example, we'll just return a placeholder ID
+	return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${w}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${O}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`;break;case o.EMBEDDINGS:t=`
+response = client.embeddings.create(
+	input="${n||"Your string here"}",
+	model="${O}",
+	encoding_format="base64" # or "float"
+)
+
+print(response.data[0].embedding)
+`;break;case o.TRANSCRIPTION:t=`
+# Open the audio file
+audio_file = open("path/to/your/audio/file.mp3", "rb")
+
+# Make the transcription request
+response = client.audio.transcriptions.create(
+	model="${O}",
+	file=audio_file${n?`,
+	prompt="${n.replace(/"/g,'\\"')}"`:""}
+)
+
+print(response.text)
+`;break;case o.SPEECH:t=`
+# Make the text-to-speech request
+response = client.audio.speech.create(
+	model="${O}",
+	input="${n||"Your text to convert to speech here"}",
+	voice="${f}"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
+)
+
+# Save the audio to a file
+output_filename = "output_speech.mp3"
+response.stream_to_file(output_filename)
+print(f"Audio saved to {output_filename}")
+
+# Optional: Customize response format and speed
+# response = client.audio.speech.create(
+#     model="${O}",
+#     input="${n||"Your text to convert to speech here"}",
+#     voice="alloy",
+#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm
+#     speed=1.0  # Range: 0.25 to 4.0
+# )
+# response.stream_to_file("output_speech.mp3")
+`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${T}
+${t}`}],190272)},916925,e=>{"use strict";var t,r=((t={}).A2A_Agent="A2A Agent",t.AI21="Ai21",t.AI21_CHAT="Ai21 Chat",t.AIML="AI/ML API",t.AIOHTTP_OPENAI="Aiohttp Openai",t.Anthropic="Anthropic",t.ANTHROPIC_TEXT="Anthropic Text",t.AssemblyAI="AssemblyAI",t.AUTO_ROUTER="Auto Router",t.Bedrock="Amazon Bedrock",t.BedrockMantle="Amazon Bedrock Mantle",t.SageMaker="AWS SageMaker",t.Azure="Azure",t.Azure_AI_Studio="Azure AI Foundry (Studio)",t.AZURE_TEXT="Azure Text",t.BASETEN="Baseten",t.BYTEZ="Bytez",t.Cerebras="Cerebras",t.CLARIFAI="Clarifai",t.CLOUDFLARE="Cloudflare",t.CODESTRAL="Codestral",t.Cohere="Cohere",t.COHERE_CHAT="Cohere Chat",t.COMETAPI="Cometapi",t.COMPACTIFAI="Compactifai",t.Cursor="Cursor",t.Dashscope="Dashscope",t.Databricks="Databricks (Qwen API)",t.DATAROBOT="Datarobot",t.DeepInfra="DeepInfra",t.Deepgram="Deepgram",t.Deepseek="Deepseek",t.DOCKER_MODEL_RUNNER="Docker Model Runner",t.DOTPROMPT="Dotprompt",t.ElevenLabs="ElevenLabs",t.EMPOWER="Empower",t.FalAI="Fal AI",t.FEATHERLESS_AI="Featherless Ai",t.FireworksAI="Fireworks AI",t.FRIENDLIAI="Friendliai",t.GALADRIEL="Galadriel",t.GITHUB_COPILOT="Github Copilot",t.Google_AI_Studio="Google AI Studio",t.GradientAI="GradientAI",t.Groq="Groq",t.HEROKU="Heroku",t.Hosted_Vllm="vllm",t.HUGGINGFACE="Huggingface",t.HYPERBOLIC="Hyperbolic",t.Infinity="Infinity",t.JinaAI="Jina AI",t.LAMBDA_AI="Lambda Ai",t.LEMONADE="Lemonade",t.LLAMAFILE="Llamafile",t.LM_STUDIO="Lm Studio",t.LLAMA="Meta Llama",t.MARITALK="Maritalk",t.MiniMax="MiniMax",t.MistralAI="Mistral AI",t.MOONSHOT="Moonshot",t.MORPH="Morph",t.NEBIUS="Nebius",t.NLP_CLOUD="Nlp Cloud",t.NOVITA="Novita",t.NSCALE="Nscale",t.NVIDIA_NIM="Nvidia Nim",t.Ollama="Ollama",t.OLLAMA_CHAT="Ollama Chat",t.OOBABOOGA="Oobabooga",t.OpenAI="OpenAI",t.OPENAI_LIKE="Openai Like",t.OpenAI_Compatible="OpenAI-Compatible Endpoints (Together AI, etc.)",t.OpenAI_Text="OpenAI Text Completion",t.OpenAI_Text_Compatible="OpenAI-Compatible Text Completion Models (Together AI, etc.)",t.Openrouter="Openrouter",t.Oracle="Oracle Cloud Infrastructure (OCI)",t.OVHCLOUD="Ovhcloud",t.Perplexity="Perplexity",t.PETALS="Petals",t.PG_VECTOR="Pg Vector",t.PREDIBASE="Predibase",t.RECRAFT="Recraft",t.REPLICATE="Replicate",t.RunwayML="RunwayML",t.SAGEMAKER_LEGACY="Sagemaker",t.Sambanova="Sambanova",t.SAP="SAP Generative AI Hub",t.Snowflake="Snowflake",t.TEXT_COMPLETION_CODESTRAL="Text-Completion-Codestral",t.TogetherAI="TogetherAI",t.TOPAZ="Topaz",t.Triton="Triton",t.V0="V0",t.VERCEL_AI_GATEWAY="Vercel Ai Gateway",t.Vertex_AI="Vertex AI (Anthropic, Gemini, etc.)",t.VERTEX_AI_BETA="Vertex Ai Beta",t.VLLM="Vllm",t.VolcEngine="VolcEngine",t.Voyage="Voyage AI",t.WANDB="Wandb",t.WATSONX="Watsonx",t.WATSONX_TEXT="Watsonx Text",t.xAI="xAI",t.XINFERENCE="Xinference",t);let a={A2A_Agent:"a2a_agent",AI21:"ai21",AI21_CHAT:"ai21_chat",AIML:"aiml",AIOHTTP_OPENAI:"aiohttp_openai",Anthropic:"anthropic",ANTHROPIC_TEXT:"anthropic_text",AssemblyAI:"assemblyai",AUTO_ROUTER:"auto_router",Azure:"azure",Azure_AI_Studio:"azure_ai",AZURE_TEXT:"azure_text",BASETEN:"baseten",Bedrock:"bedrock",BedrockMantle:"bedrock_mantle",BYTEZ:"bytez",Cerebras:"cerebras",CLARIFAI:"clarifai",CLOUDFLARE:"cloudflare",CODESTRAL:"codestral",Cohere:"cohere",COHERE_CHAT:"cohere_chat",COMETAPI:"cometapi",COMPACTIFAI:"compactifai",Cursor:"cursor",Dashscope:"dashscope",Databricks:"databricks",DATAROBOT:"datarobot",DeepInfra:"deepinfra",Deepgram:"deepgram",Deepseek:"deepseek",DOCKER_MODEL_RUNNER:"docker_model_runner",DOTPROMPT:"dotprompt",ElevenLabs:"elevenlabs",EMPOWER:"empower",FalAI:"fal_ai",FEATHERLESS_AI:"featherless_ai",FireworksAI:"fireworks_ai",FRIENDLIAI:"friendliai",GALADRIEL:"galadriel",GITHUB_COPILOT:"github_copilot",Google_AI_Studio:"gemini",GradientAI:"gradient_ai",Groq:"groq",HEROKU:"heroku",Hosted_Vllm:"hosted_vllm",HUGGINGFACE:"huggingface",HYPERBOLIC:"hyperbolic",Infinity:"infinity",JinaAI:"jina_ai",LAMBDA_AI:"lambda_ai",LEMONADE:"lemonade",LLAMAFILE:"llamafile",LLAMA:"meta_llama",LM_STUDIO:"lm_studio",MARITALK:"maritalk",MiniMax:"minimax",MistralAI:"mistral",MOONSHOT:"moonshot",MORPH:"morph",NEBIUS:"nebius",NLP_CLOUD:"nlp_cloud",NOVITA:"novita",NSCALE:"nscale",NVIDIA_NIM:"nvidia_nim",Ollama:"ollama",OLLAMA_CHAT:"ollama_chat",OOBABOOGA:"oobabooga",OpenAI:"openai",OPENAI_LIKE:"openai_like",OpenAI_Compatible:"openai",OpenAI_Text:"text-completion-openai",OpenAI_Text_Compatible:"text-completion-openai",Openrouter:"openrouter",Oracle:"oci",OVHCLOUD:"ovhcloud",Perplexity:"perplexity",PETALS:"petals",PG_VECTOR:"pg_vector",PREDIBASE:"predibase",RECRAFT:"recraft",REPLICATE:"replicate",RunwayML:"runwayml",SAGEMAKER_LEGACY:"sagemaker",SageMaker:"sagemaker_chat",Sambanova:"sambanova",SAP:"sap",Snowflake:"snowflake",TEXT_COMPLETION_CODESTRAL:"text-completion-codestral",TogetherAI:"together_ai",TOPAZ:"topaz",Triton:"triton",V0:"v0",VERCEL_AI_GATEWAY:"vercel_ai_gateway",Vertex_AI:"vertex_ai",VERTEX_AI_BETA:"vertex_ai_beta",VLLM:"vllm",VolcEngine:"volcengine",Voyage:"voyage",WANDB:"wandb",WATSONX:"watsonx",WATSONX_TEXT:"watsonx_text",xAI:"xai",XINFERENCE:"xinference"},o="../ui/assets/logos/",i={"A2A Agent":`${o}a2a_agent.png`,Ai21:`${o}ai21.svg`,"Ai21 Chat":`${o}ai21.svg`,"AI/ML API":`${o}aiml_api.svg`,"Aiohttp Openai":`${o}openai_small.svg`,Anthropic:`${o}anthropic.svg`,"Anthropic Text":`${o}anthropic.svg`,AssemblyAI:`${o}assemblyai_small.png`,Azure:`${o}microsoft_azure.svg`,"Azure AI Foundry (Studio)":`${o}microsoft_azure.svg`,"Azure Text":`${o}microsoft_azure.svg`,Baseten:`${o}baseten.svg`,"Amazon Bedrock":`${o}bedrock.svg`,"Amazon Bedrock Mantle":`${o}bedrock.svg`,"AWS SageMaker":`${o}bedrock.svg`,Cerebras:`${o}cerebras.svg`,Cloudflare:`${o}cloudflare.svg`,Codestral:`${o}mistral.svg`,Cohere:`${o}cohere.svg`,"Cohere Chat":`${o}cohere.svg`,Cometapi:`${o}cometapi.svg`,Cursor:`${o}cursor.svg`,"Databricks (Qwen API)":`${o}databricks.svg`,Dashscope:`${o}dashscope.svg`,Deepseek:`${o}deepseek.svg`,Deepgram:`${o}deepgram.png`,DeepInfra:`${o}deepinfra.png`,ElevenLabs:`${o}elevenlabs.png`,"Fal AI":`${o}fal_ai.jpg`,"Featherless Ai":`${o}featherless.svg`,"Fireworks 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/16ee7f92da0b1f99.js b/litellm/proxy/_experimental/out/_next/static/chunks/16ee7f92da0b1f99.js
deleted file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/17741b7a77c20f1b.js b/litellm/proxy/_experimental/out/_next/static/chunks/17741b7a77c20f1b.js
new file mode 100644
index 0000000000..de3b88089a
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/17741b7a77c20f1b.js
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new file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1a04d31843c96649.js b/litellm/proxy/_experimental/out/_next/static/chunks/1a04d31843c96649.js
new file mode 100644
index 0000000000..a9a583efa3
--- /dev/null
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+
+client = openai.AzureOpenAI(
+	api_key="${v||"YOUR_LITELLM_API_KEY"}",
+	azure_endpoint="${j}",
+	api_version="2024-02-01"
+)`:`import openai
+
+client = openai.OpenAI(
+	api_key="${v||"YOUR_LITELLM_API_KEY"}",
+	base_url="${j}"
+)`;switch(h){case r.CHAT:{let e=Object.keys(C).length>0,a="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();a=`,
+    extra_body=${e}`}let s=T.length>0?T:[{role:"user",content:y}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.chat.completions.create(
+    model="${S}",
+    messages=${JSON.stringify(s,null,4)}${a}
+)
+
+print(response)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
+# response_with_file = client.chat.completions.create(
+#     model="${S}",
+#     messages=[
+#         {
+#             "role": "user",
+#             "content": [
+#                 {
+#                     "type": "text",
+#                     "text": "${N}"
+#                 },
+#                 {
+#                     "type": "image_url",
+#                     "image_url": {
+#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}
+#                     }
+#                 }
+#             ]
+#         }
+#     ]${a}
+# )
+# print(response_with_file)
+`;break}case r.RESPONSES:{let e=Object.keys(C).length>0,a="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();a=`,
+    extra_body=${e}`}let s=T.length>0?T:[{role:"user",content:y}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.responses.create(
+    model="${S}",
+    input=${JSON.stringify(s,null,4)}${a}
+)
+
+print(response.output_text)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
+# response_with_file = client.responses.create(
+#     model="${S}",
+#     input=[
+#         {
+#             "role": "user",
+#             "content": [
+#                 {"type": "input_text", "text": "${N}"},
+#                 {
+#                     "type": "input_image",
+#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}
+#                 },
+#             ],
+#         }
+#     ]${a}
+# )
+# print(response_with_file.output_text)
+`;break}case r.IMAGE:t="azure"===f?`
+# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
+# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
+# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
+import os
+import requests
+import json
+import time
+from PIL import Image
+
+result = client.images.generate(
+	model="${S}",
+	prompt="${l}",
+	n=1
+)
+
+json_response = json.loads(result.model_dump_json())
+
+# Set the directory for the stored image
+image_dir = os.path.join(os.curdir, 'images')
+
+# If the directory doesn't exist, create it
+if not os.path.isdir(image_dir):
+	os.mkdir(image_dir)
+
+# Initialize the image path
+image_filename = f"generated_image_{int(time.time())}.png"
+image_path = os.path.join(image_dir, image_filename)
+
+try:
+	# Retrieve the generated image
+	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
+			image_url = json_response["data"][0]["url"]
+			generated_image = requests.get(image_url).content
+			with open(image_path, "wb") as image_file:
+					image_file.write(generated_image)
+
+			print(f"Image saved to {image_path}")
+			# Display the image
+			image = Image.open(image_path)
+			image.show()
+	else:
+			print("Could not find image URL in response.")
+			print("Full response:", json_response)
+except Exception as e:
+	print(f"An error occurred: {e}")
+	print("Full response:", json_response)
+`:`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+	# In a real implementation, this would upload the file to OpenAI
+	# For this example, we'll just return a placeholder ID
+	return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${N}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${S}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`;break;case r.IMAGE_EDITS:t="azure"===f?`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# The prompt entered by the user
+prompt = "${N}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${S}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`:`
+import base64
+import os
+import time
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+	# In a real implementation, this would upload the file to OpenAI
+	# For this example, we'll just return a placeholder ID
+	return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${N}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${S}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`;break;case r.EMBEDDINGS:t=`
+response = client.embeddings.create(
+	input="${l||"Your string here"}",
+	model="${S}",
+	encoding_format="base64" # or "float"
+)
+
+print(response.data[0].embedding)
+`;break;case r.TRANSCRIPTION:t=`
+# Open the audio file
+audio_file = open("path/to/your/audio/file.mp3", "rb")
+
+# Make the transcription request
+response = client.audio.transcriptions.create(
+	model="${S}",
+	file=audio_file${l?`,
+	prompt="${l.replace(/"/g,'\\"')}"`:""}
+)
+
+print(response.text)
+`;break;case r.SPEECH:t=`
+# Make the text-to-speech request
+response = client.audio.speech.create(
+	model="${S}",
+	input="${l||"Your text to convert to speech here"}",
+	voice="${x}"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
+)
+
+# Save the audio to a file
+output_filename = "output_speech.mp3"
+response.stream_to_file(output_filename)
+print(f"Audio saved to {output_filename}")
+
+# Optional: Customize response format and speed
+# response = client.audio.speech.create(
+#     model="${S}",
+#     input="${l||"Your text to convert to speech here"}",
+#     voice="alloy",
+#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm
+#     speed=1.0  # Range: 0.25 to 4.0
+# )
+# response.stream_to_file("output_speech.mp3")
+`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${I}
+${t}`}],190272)},879664,e=>{"use strict";let t=(0,e.i(475254).default)("info",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"M12 16v-4",key:"1dtifu"}],["path",{d:"M12 8h.01",key:"e9boi3"}]]);e.s(["default",()=>t])},916925,e=>{"use strict";var t,a=((t={}).A2A_Agent="A2A Agent",t.AI21="Ai21",t.AI21_CHAT="Ai21 Chat",t.AIML="AI/ML API",t.AIOHTTP_OPENAI="Aiohttp Openai",t.Anthropic="Anthropic",t.ANTHROPIC_TEXT="Anthropic Text",t.AssemblyAI="AssemblyAI",t.AUTO_ROUTER="Auto Router",t.Bedrock="Amazon Bedrock",t.BedrockMantle="Amazon Bedrock Mantle",t.SageMaker="AWS SageMaker",t.Azure="Azure",t.Azure_AI_Studio="Azure AI Foundry (Studio)",t.AZURE_TEXT="Azure Text",t.BASETEN="Baseten",t.BYTEZ="Bytez",t.Cerebras="Cerebras",t.CLARIFAI="Clarifai",t.CLOUDFLARE="Cloudflare",t.CODESTRAL="Codestral",t.Cohere="Cohere",t.COHERE_CHAT="Cohere Chat",t.COMETAPI="Cometapi",t.COMPACTIFAI="Compactifai",t.Cursor="Cursor",t.Dashscope="Dashscope",t.Databricks="Databricks (Qwen API)",t.DATAROBOT="Datarobot",t.DeepInfra="DeepInfra",t.Deepgram="Deepgram",t.Deepseek="Deepseek",t.DOCKER_MODEL_RUNNER="Docker Model Runner",t.DOTPROMPT="Dotprompt",t.ElevenLabs="ElevenLabs",t.EMPOWER="Empower",t.FalAI="Fal AI",t.FEATHERLESS_AI="Featherless Ai",t.FireworksAI="Fireworks AI",t.FRIENDLIAI="Friendliai",t.GALADRIEL="Galadriel",t.GITHUB_COPILOT="Github Copilot",t.Google_AI_Studio="Google AI Studio",t.GradientAI="GradientAI",t.Groq="Groq",t.HEROKU="Heroku",t.Hosted_Vllm="vllm",t.HUGGINGFACE="Huggingface",t.HYPERBOLIC="Hyperbolic",t.Infinity="Infinity",t.JinaAI="Jina AI",t.LAMBDA_AI="Lambda Ai",t.LEMONADE="Lemonade",t.LLAMAFILE="Llamafile",t.LM_STUDIO="Lm Studio",t.LLAMA="Meta Llama",t.MARITALK="Maritalk",t.MiniMax="MiniMax",t.MistralAI="Mistral AI",t.MOONSHOT="Moonshot",t.MORPH="Morph",t.NEBIUS="Nebius",t.NLP_CLOUD="Nlp Cloud",t.NOVITA="Novita",t.NSCALE="Nscale",t.NVIDIA_NIM="Nvidia Nim",t.Ollama="Ollama",t.OLLAMA_CHAT="Ollama Chat",t.OOBABOOGA="Oobabooga",t.OpenAI="OpenAI",t.OPENAI_LIKE="Openai Like",t.OpenAI_Compatible="OpenAI-Compatible Endpoints (Together AI, etc.)",t.OpenAI_Text="OpenAI Text Completion",t.OpenAI_Text_Compatible="OpenAI-Compatible Text Completion Models (Together AI, etc.)",t.Openrouter="Openrouter",t.Oracle="Oracle Cloud Infrastructure (OCI)",t.OVHCLOUD="Ovhcloud",t.Perplexity="Perplexity",t.PETALS="Petals",t.PG_VECTOR="Pg Vector",t.PREDIBASE="Predibase",t.RECRAFT="Recraft",t.REPLICATE="Replicate",t.RunwayML="RunwayML",t.SAGEMAKER_LEGACY="Sagemaker",t.Sambanova="Sambanova",t.SAP="SAP Generative AI Hub",t.Snowflake="Snowflake",t.TEXT_COMPLETION_CODESTRAL="Text-Completion-Codestral",t.TogetherAI="TogetherAI",t.TOPAZ="Topaz",t.Triton="Triton",t.V0="V0",t.VERCEL_AI_GATEWAY="Vercel Ai Gateway",t.Vertex_AI="Vertex AI (Anthropic, Gemini, etc.)",t.VERTEX_AI_BETA="Vertex Ai Beta",t.VLLM="Vllm",t.VolcEngine="VolcEngine",t.Voyage="Voyage AI",t.WANDB="Wandb",t.WATSONX="Watsonx",t.WATSONX_TEXT="Watsonx Text",t.xAI="xAI",t.XINFERENCE="Xinference",t);let s={A2A_Agent:"a2a_agent",AI21:"ai21",AI21_CHAT:"ai21_chat",AIML:"aiml",AIOHTTP_OPENAI:"aiohttp_openai",Anthropic:"anthropic",ANTHROPIC_TEXT:"anthropic_text",AssemblyAI:"assemblyai",AUTO_ROUTER:"auto_router",Azure:"azure",Azure_AI_Studio:"azure_ai",AZURE_TEXT:"azure_text",BASETEN:"baseten",Bedrock:"bedrock",BedrockMantle:"bedrock_mantle",BYTEZ:"bytez",Cerebras:"cerebras",CLARIFAI:"clarifai",CLOUDFLARE:"cloudflare",CODESTRAL:"codestral",Cohere:"cohere",COHERE_CHAT:"cohere_chat",COMETAPI:"cometapi",COMPACTIFAI:"compactifai",Cursor:"cursor",Dashscope:"dashscope",Databricks:"databricks",DATAROBOT:"datarobot",DeepInfra:"deepinfra",Deepgram:"deepgram",Deepseek:"deepseek",DOCKER_MODEL_RUNNER:"docker_model_runner",DOTPROMPT:"dotprompt",ElevenLabs:"elevenlabs",EMPOWER:"empower",FalAI:"fal_ai",FEATHERLESS_AI:"featherless_ai",FireworksAI:"fireworks_ai",FRIENDLIAI:"friendliai",GALADRIEL:"galadriel",GITHUB_COPILOT:"github_copilot",Google_AI_Studio:"gemini",GradientAI:"gradient_ai",Groq:"groq",HEROKU:"heroku",Hosted_Vllm:"hosted_vllm",HUGGINGFACE:"huggingface",HYPERBOLIC:"hyperbolic",Infinity:"infinity",JinaAI:"jina_ai",LAMBDA_AI:"lambda_ai",LEMONADE:"lemonade",LLAMAFILE:"llamafile",LLAMA:"meta_llama",LM_STUDIO:"lm_studio",MARITALK:"maritalk",MiniMax:"minimax",MistralAI:"mistral",MOONSHOT:"moonshot",MORPH:"morph",NEBIUS:"nebius",NLP_CLOUD:"nlp_cloud",NOVITA:"novita",NSCALE:"nscale",NVIDIA_NIM:"nvidia_nim",Ollama:"ollama",OLLAMA_CHAT:"ollama_chat",OOBABOOGA:"oobabooga",OpenAI:"openai",OPENAI_LIKE:"openai_like",OpenAI_Compatible:"openai",OpenAI_Text:"text-completion-openai",OpenAI_Text_Compatible:"text-completion-openai",Openrouter:"openrouter",Oracle:"oci",OVHCLOUD:"ovhcloud",Perplexity:"perplexity",PETALS:"petals",PG_VECTOR:"pg_vector",PREDIBASE:"predibase",RECRAFT:"recraft",REPLICATE:"replicate",RunwayML:"runwayml",SAGEMAKER_LEGACY:"sagemaker",SageMaker:"sagemaker_chat",Sambanova:"sambanova",SAP:"sap",Snowflake:"snowflake",TEXT_COMPLETION_CODESTRAL:"text-completion-codestral",TogetherAI:"together_ai",TOPAZ:"topaz",Triton:"triton",V0:"v0",VERCEL_AI_GATEWAY:"vercel_ai_gateway",Vertex_AI:"vertex_ai",VERTEX_AI_BETA:"vertex_ai_beta",VLLM:"vllm",VolcEngine:"volcengine",Voyage:"voyage",WANDB:"wandb",WATSONX:"watsonx",WATSONX_TEXT:"watsonx_text",xAI:"xai",XINFERENCE:"xinference"},r="../ui/assets/logos/",i={"A2A 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Documentation"})]})]}),(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"text-lg font-semibold mb-4",children:"Usage Example (A2A Protocol)"}),(0,t.jsxs)("div",{className:"mb-4",children:[(0,t.jsx)(o.Text,{className:"text-sm font-medium mb-2 text-gray-700",children:"Step 1: Retrieve Agent Card"}),(0,t.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,t.jsx)("pre",{className:"text-xs",children:`base_url = '${eT.url}'
+
+resolver = A2ACardResolver(
+    httpx_client=httpx_client,
+    base_url=base_url,
+    # agent_card_path uses default, extended_agent_card_path also uses default
+)
+
+# Fetch Public Agent Card and Initialize Client
+final_agent_card_to_use: AgentCard | None = None
+_public_card = (
+    await resolver.get_agent_card()
+)  # Fetches from default public path - \`/agents/{agent_id}/\`
+final_agent_card_to_use = _public_card
+
+if _public_card.supports_authenticated_extended_card:
+    try:
+        auth_headers_dict = {
+            'Authorization': 'Bearer dummy-token-for-extended-card'
+        }
+        _extended_card = await resolver.get_agent_card(
+            relative_card_path=EXTENDED_AGENT_CARD_PATH,
+            http_kwargs={'headers': auth_headers_dict},
+        )
+        final_agent_card_to_use = (
+            _extended_card  # Update to use the extended card
+        )
+    except Exception as e_extended:
+        logger.warning(
+            f'Failed to fetch extended agent card: {e_extended}. Will proceed with public card.',
+            exc_info=True,
+        )`})}),(0,t.jsx)("div",{className:"mt-2 text-right",children:(0,t.jsx)("button",{onClick:()=>{eP(`from a2a.client import A2ACardResolver, A2AClient
+from a2a.types import (
+    AgentCard,
+    MessageSendParams,
+    SendMessageRequest,
+    SendStreamingMessageRequest,
+)
+from a2a.utils.constants import (
+    AGENT_CARD_WELL_KNOWN_PATH,
+    EXTENDED_AGENT_CARD_PATH,
+)
+
+base_url = '${eT.url}'
+
+resolver = A2ACardResolver(
+    httpx_client=httpx_client,
+    base_url=base_url,
+    # agent_card_path uses default, extended_agent_card_path also uses default
+)
+
+# Fetch Public Agent Card and Initialize Client
+final_agent_card_to_use: AgentCard | None = None
+_public_card = (
+    await resolver.get_agent_card()
+)  # Fetches from default public path - \`/agents/{agent_id}/\`
+final_agent_card_to_use = _public_card
+
+if _public_card.supports_authenticated_extended_card:
+    try:
+        auth_headers_dict = {
+            'Authorization': 'Bearer dummy-token-for-extended-card'
+        }
+        _extended_card = await resolver.get_agent_card(
+            relative_card_path=EXTENDED_AGENT_CARD_PATH,
+            http_kwargs={'headers': auth_headers_dict},
+        )
+        final_agent_card_to_use = (
+            _extended_card  # Update to use the extended card
+        )
+    except Exception as e_extended:
+        logger.warning(
+            f'Failed to fetch extended agent card: {e_extended}. Will proceed with public card.',
+            exc_info=True,
+        )`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]}),(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"text-sm font-medium mb-2 text-gray-700",children:"Step 2: Call the Agent"}),(0,t.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,t.jsx)("pre",{className:"text-xs",children:`client = A2AClient(
+    httpx_client=httpx_client, agent_card=final_agent_card_to_use
+)
+
+send_message_payload: dict[str, Any] = {
+    'message': {
+        'role': 'user',
+        'parts': [
+            {'kind': 'text', 'text': 'how much is 10 USD in INR?'}
+        ],
+        'messageId': uuid4().hex,
+    },
+}
+request = SendMessageRequest(
+    id=str(uuid4()), params=MessageSendParams(**send_message_payload)
+)
+
+response = await client.send_message(request)
+print(response.model_dump(mode='json', exclude_none=True))`})}),(0,t.jsx)("div",{className:"mt-2 text-right",children:(0,t.jsx)("button",{onClick:()=>{eP(`client = A2AClient(
+    httpx_client=httpx_client, agent_card=final_agent_card_to_use
+)
+
+send_message_payload: dict[str, Any] = {
+    'message': {
+        'role': 'user',
+        'parts': [
+            {'kind': 'text', 'text': 'how much is 10 USD in INR?'}
+        ],
+        'messageId': uuid4().hex,
+    },
+}
+request = SendMessageRequest(
+    id=str(uuid4()), params=MessageSendParams(**send_message_payload)
+)
+
+response = await client.send_message(request)
+print(response.model_dump(mode='json', exclude_none=True))`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]})]})]})}),(0,t.jsx)(d.Modal,{title:(0,t.jsxs)("div",{className:"flex items-center space-x-2",children:[(0,t.jsx)("span",{children:eS?.server_name||"MCP Server Details"}),eS&&(0,t.jsx)(g.Tooltip,{title:"Copy server name",children:(0,t.jsx)(x.default,{onClick:()=>eP(eS.server_name),className:"cursor-pointer text-gray-500 hover:text-blue-500 w-4 h-4"})})]}),width:1e3,open:ej,footer:null,onOk:()=>{eA(!1),eI(null)},onCancel:()=>{eA(!1),eI(null)},children:eS&&(0,t.jsxs)("div",{className:"space-y-6",children:[(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"text-lg font-semibold mb-4",children:"Server Overview"}),(0,t.jsxs)("div",{className:"grid grid-cols-2 gap-4 mb-4",children:[(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"Server Name:"}),(0,t.jsx)(o.Text,{children:eS.server_name})]}),(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"Transport:"}),(0,t.jsx)(u.Tag,{color:"blue",children:eS.transport})]}),eS.alias&&(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"Alias:"}),(0,t.jsx)(o.Text,{children:eS.alias})]}),(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"Auth Type:"}),(0,t.jsx)(u.Tag,{color:"none"===eS.auth_type?"gray":"green",children:eS.auth_type})]}),(0,t.jsxs)("div",{className:"col-span-2",children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"Description:"}),(0,t.jsx)(o.Text,{children:eS.mcp_info?.description||"-"})]}),(0,t.jsxs)("div",{className:"col-span-2",children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"URL:"}),(0,t.jsxs)("a",{href:eS.url,target:"_blank",rel:"noopener noreferrer",className:"text-blue-600 hover:text-blue-800 text-sm break-all flex items-center space-x-2",children:[(0,t.jsx)("span",{children:eS.url}),(0,t.jsx)(s.ExternalLinkIcon,{className:"w-4 h-4"})]})]})]})]}),eS.mcp_info&&Object.keys(eS.mcp_info).length>0&&(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"text-lg font-semibold mb-4",children:"Additional Information"}),(0,t.jsx)("div",{className:"bg-gray-50 p-4 rounded-lg",children:(0,t.jsx)("pre",{className:"text-xs overflow-x-auto",children:JSON.stringify(eS.mcp_info,null,2)})})]}),(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"text-lg font-semibold mb-4",children:"Usage Example"}),(0,t.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,t.jsx)("pre",{className:"text-sm",children:`# Using MCP Server with Python FastMCP
+
+from fastmcp import Client
+import asyncio
+
+# Standard MCP configuration
+config = {
+    "mcpServers": {
+        "${eS.server_name}": {
+            "url": "http://localhost:4000/${eS.server_name}/mcp",
+            "headers": {
+                "x-litellm-api-key": "Bearer sk-1234"
+            }
+        }
+    }
+}
+
+# Create a client that connects to the server
+client = Client(config)
+
+async def main():
+    async with client:
+        # List available tools
+        tools = await client.list_tools()
+        print(f"Available tools: {[tool.name for tool in tools]}")
+
+        # Call a tool
+        response = await client.call_tool(
+            name="tool_name", 
+            arguments={"arg": "value"}
+        )
+        print(f"Response: {response}")
+
+if __name__ == "__main__":
+    asyncio.run(main())`})}),(0,t.jsx)("div",{className:"mt-2 text-right",children:(0,t.jsx)("button",{onClick:()=>{eP(`# Using MCP Server with Python FastMCP
+
+from fastmcp import Client
+import asyncio
+
+# Standard MCP configuration
+config = {
+    "mcpServers": {
+        "${eS.server_name}": {
+            "url": "http://localhost:4000/${eS.server_name}/mcp",
+            "headers": {
+                "x-litellm-api-key": "Bearer sk-1234"
+            }
+        }
+    }
+}
+
+# Create a client that connects to the server
+client = Client(config)
+
+async def main():
+    async with client:
+        # List available tools
+        tools = await client.list_tools()
+        print(f"Available tools: {[tool.name for tool in tools]}")
+
+        # Call a tool
+        response = await client.call_tool(
+            name="tool_name", 
+            arguments={"arg": "value"}
+        )
+        print(f"Response: {response}")
+
+if __name__ == "__main__":
+    asyncio.run(main())`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]})]})})]})})}],976883)}]);
\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1a87dd202db8e85d.js b/litellm/proxy/_experimental/out/_next/static/chunks/1a87dd202db8e85d.js
deleted file mode 100644
index 26999d732c..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/1a87dd202db8e85d.js
+++ /dev/null
@@ -1 +0,0 @@
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new file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3330260a2a6da847.js b/litellm/proxy/_experimental/out/_next/static/chunks/1f6df7977860dc7b.js
similarity index 51%
rename from litellm/proxy/_experimental/out/_next/static/chunks/3330260a2a6da847.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/1f6df7977860dc7b.js
index be4bf02092..f10573a30c 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/3330260a2a6da847.js
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new file mode 100644
index 0000000000..cc6116dad9
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/22970a12064ba16b.js b/litellm/proxy/_experimental/out/_next/static/chunks/22970a12064ba16b.js
new file mode 100644
index 0000000000..836cd30e91
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/22970a12064ba16b.js
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+    <!DOCTYPE html>
+    <html>
+    <head>
+      <title>Multi-Model Cost Estimate Report</title>
+      <style>
+        body {
+          font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+          padding: 40px;
+          max-width: 900px;
+          margin: 0 auto;
+          color: #333;
+        }
+        h1 {
+          color: #1a1a1a;
+          border-bottom: 2px solid #1890ff;
+          padding-bottom: 10px;
+          margin-bottom: 30px;
+        }
+        h2 {
+          color: #444;
+          margin-top: 30px;
+          margin-bottom: 15px;
+        }
+        h3 {
+          color: #555;
+          margin-top: 25px;
+          margin-bottom: 10px;
+          padding-bottom: 5px;
+          border-bottom: 1px solid #eee;
+        }
+        .provider {
+          font-weight: normal;
+          color: #1890ff;
+          font-size: 14px;
+        }
+        .meta {
+          background: #f5f5f5;
+          padding: 12px 15px;
+          border-radius: 8px;
+          margin-bottom: 15px;
+          font-size: 13px;
+        }
+        .meta p {
+          margin: 4px 0;
+        }
+        table {
+          width: 100%;
+          border-collapse: collapse;
+          margin-bottom: 20px;
+        }
+        th, td {
+          padding: 10px 12px;
+          text-align: left;
+          border-bottom: 1px solid #ddd;
+        }
+        th {
+          background: #f8f9fa;
+          font-weight: 600;
+          font-size: 13px;
+        }
+        .cost-value {
+          font-family: monospace;
+          font-size: 13px;
+        }
+        .total-row {
+          font-weight: bold;
+          background: #e6f7ff;
+        }
+        .summary-box {
+          background: linear-gradient(135deg, #e6f7ff 0%, #f9f0ff 100%);
+          border: 1px solid #91d5ff;
+          border-radius: 8px;
+          padding: 20px;
+          margin-bottom: 30px;
+        }
+        .summary-box h2 {
+          margin-top: 0;
+          color: #1890ff;
+        }
+        .summary-grid {
+          display: grid;
+          grid-template-columns: repeat(3, 1fr);
+          gap: 20px;
+          margin-top: 15px;
+        }
+        .summary-item {
+          text-align: center;
+        }
+        .summary-item .label {
+          font-size: 12px;
+          color: #666;
+          margin-bottom: 5px;
+        }
+        .summary-item .value {
+          font-size: 20px;
+          font-weight: bold;
+          font-family: monospace;
+        }
+        .summary-item .value.blue { color: #1890ff; }
+        .summary-item .value.green { color: #52c41a; }
+        .summary-item .value.purple { color: #722ed1; }
+        .model-section {
+          margin-bottom: 30px;
+          page-break-inside: avoid;
+        }
+        .footer {
+          margin-top: 40px;
+          padding-top: 20px;
+          border-top: 1px solid #ddd;
+          font-size: 12px;
+          color: #666;
+        }
+        @media print {
+          body { padding: 20px; }
+          .model-section { page-break-inside: avoid; }
+        }
+      </style>
+    </head>
+    <body>
+      <h1>LLM Cost Estimate Report</h1>
+      <p style="color: #666; margin-top: -20px; margin-bottom: 30px;">${a} model${1!==a?"s":""} configured</p>
+      
+      <div class="summary-box">
+        <h2>Combined Totals</h2>
+        <div class="summary-grid">
+          <div class="summary-item">
+            <div class="label">Total Per Request</div>
+            <div class="value blue">${tM(e.totals.cost_per_request)}</div>
+          </div>
+          <div class="summary-item">
+            <div class="label">Total Daily</div>
+            <div class="value green">${tM(e.totals.daily_cost)}</div>
+          </div>
+          <div class="summary-item">
+            <div class="label">Total Monthly</div>
+            <div class="value purple">${tM(e.totals.monthly_cost)}</div>
+          </div>
+        </div>
+        ${e.totals.margin_per_request>0?`
+        <div class="summary-grid" style="margin-top: 15px; padding-top: 15px; border-top: 1px solid #ddd;">
+          <div class="summary-item">
+            <div class="label">Margin/Request</div>
+            <div class="value" style="color: #faad14;">${tM(e.totals.margin_per_request)}</div>
+          </div>
+          <div class="summary-item">
+            <div class="label">Daily Margin</div>
+            <div class="value" style="color: #faad14;">${tM(e.totals.daily_margin)}</div>
+          </div>
+          <div class="summary-item">
+            <div class="label">Monthly Margin</div>
+            <div class="value" style="color: #faad14;">${tM(e.totals.monthly_margin)}</div>
+          </div>
+        </div>
+        `:""}
+      </div>
+
+      <h2>Model Breakdown</h2>
+      ${s.map(e=>{let t;return t=e.result,`
+    <div class="model-section">
+      <h3>${t.model} ${t.provider?`<span class="provider">(${t.provider})</span>`:""}</h3>
+      
+      <div class="meta">
+        <p><strong>Input Tokens per Request:</strong> ${tD(t.input_tokens)}</p>
+        <p><strong>Output Tokens per Request:</strong> ${tD(t.output_tokens)}</p>
+        ${t.num_requests_per_day?`<p><strong>Requests per Day:</strong> ${tD(t.num_requests_per_day)}</p>`:""}
+        ${t.num_requests_per_month?`<p><strong>Requests per Month:</strong> ${tD(t.num_requests_per_month)}</p>`:""}
+      </div>
+
+      <table>
+        <tr>
+          <th>Cost Type</th>
+          <th>Per Request</th>
+          ${null!==t.daily_cost?"<th>Daily</th>":""}
+          ${null!==t.monthly_cost?"<th>Monthly</th>":""}
+        </tr>
+        <tr>
+          <td>Input Cost</td>
+          <td class="cost-value">${tM(t.input_cost_per_request)}</td>
+          ${null!==t.daily_cost?`<td class="cost-value">${tM(t.daily_input_cost)}</td>`:""}
+          ${null!==t.monthly_cost?`<td class="cost-value">${tM(t.monthly_input_cost)}</td>`:""}
+        </tr>
+        <tr>
+          <td>Output Cost</td>
+          <td class="cost-value">${tM(t.output_cost_per_request)}</td>
+          ${null!==t.daily_cost?`<td class="cost-value">${tM(t.daily_output_cost)}</td>`:""}
+          ${null!==t.monthly_cost?`<td class="cost-value">${tM(t.monthly_output_cost)}</td>`:""}
+        </tr>
+        <tr>
+          <td>Margin/Fee</td>
+          <td class="cost-value">${tM(t.margin_cost_per_request)}</td>
+          ${null!==t.daily_cost?`<td class="cost-value">${tM(t.daily_margin_cost)}</td>`:""}
+          ${null!==t.monthly_cost?`<td class="cost-value">${tM(t.monthly_margin_cost)}</td>`:""}
+        </tr>
+        <tr class="total-row">
+          <td>Total</td>
+          <td class="cost-value">${tM(t.cost_per_request)}</td>
+          ${null!==t.daily_cost?`<td class="cost-value">${tM(t.daily_cost)}</td>`:""}
+          ${null!==t.monthly_cost?`<td class="cost-value">${tM(t.monthly_cost)}</td>`:""}
+        </tr>
+      </table>
+    </div>
+  `}).join("")}
+
+      <div class="footer">
+        <p>Generated by LiteLLM Pricing Calculator on ${new Date().toLocaleString()}</p>
+      </div>
+    </body>
+    </html>
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new file mode 100644
index 0000000000..9f6e5ddfe5
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2ac51d4e6cc8e420.js b/litellm/proxy/_experimental/out/_next/static/chunks/2ac51d4e6cc8e420.js
deleted file mode 100644
index b121d5e50e..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/2ac51d4e6cc8e420.js
+++ /dev/null
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new file mode 100644
index 0000000000..de88919e32
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/31ad6450b9c696ec.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/34775f0167305a22.js b/litellm/proxy/_experimental/out/_next/static/chunks/34775f0167305a22.js
deleted file mode 100644
index 3181c4a61a..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/34775f0167305a22.js
+++ /dev/null
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new file mode 100644
index 0000000000..5ee3928112
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3b2ec401925509b1.js b/litellm/proxy/_experimental/out/_next/static/chunks/3b2ec401925509b1.js
deleted file mode 100644
index f9b567a99d..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/3b2ec401925509b1.js
+++ /dev/null
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Documentation"})]})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Usage Example (A2A Protocol)"}),(0,s.jsxs)("div",{className:"mb-4",children:[(0,s.jsx)(c.Text,{className:"text-sm font-medium mb-2 text-gray-700",children:"Step 1: Retrieve Agent Card"}),(0,s.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,s.jsx)("pre",{className:"text-xs",children:`base_url = '${ew.url}'
-
-resolver = A2ACardResolver(
-    httpx_client=httpx_client,
-    base_url=base_url,
-    # agent_card_path uses default, extended_agent_card_path also uses default
-)
-
-# Fetch Public Agent Card and Initialize Client
-final_agent_card_to_use: AgentCard | None = None
-_public_card = (
-    await resolver.get_agent_card()
-)  # Fetches from default public path - \`/agents/{agent_id}/\`
-final_agent_card_to_use = _public_card
-
-if _public_card.supports_authenticated_extended_card:
-    try:
-        auth_headers_dict = {
-            'Authorization': 'Bearer dummy-token-for-extended-card'
-        }
-        _extended_card = await resolver.get_agent_card(
-            relative_card_path=EXTENDED_AGENT_CARD_PATH,
-            http_kwargs={'headers': auth_headers_dict},
-        )
-        final_agent_card_to_use = (
-            _extended_card  # Update to use the extended card
-        )
-    except Exception as e_extended:
-        logger.warning(
-            f'Failed to fetch extended agent card: {e_extended}. Will proceed with public card.',
-            exc_info=True,
-        )`})}),(0,s.jsx)("div",{className:"mt-2 text-right",children:(0,s.jsx)("button",{onClick:()=>{eD(`from a2a.client import A2ACardResolver, A2AClient
-from a2a.types import (
-    AgentCard,
-    MessageSendParams,
-    SendMessageRequest,
-    SendStreamingMessageRequest,
-)
-from a2a.utils.constants import (
-    AGENT_CARD_WELL_KNOWN_PATH,
-    EXTENDED_AGENT_CARD_PATH,
-)
-
-base_url = '${ew.url}'
-
-resolver = A2ACardResolver(
-    httpx_client=httpx_client,
-    base_url=base_url,
-    # agent_card_path uses default, extended_agent_card_path also uses default
-)
-
-# Fetch Public Agent Card and Initialize Client
-final_agent_card_to_use: AgentCard | None = None
-_public_card = (
-    await resolver.get_agent_card()
-)  # Fetches from default public path - \`/agents/{agent_id}/\`
-final_agent_card_to_use = _public_card
-
-if _public_card.supports_authenticated_extended_card:
-    try:
-        auth_headers_dict = {
-            'Authorization': 'Bearer dummy-token-for-extended-card'
-        }
-        _extended_card = await resolver.get_agent_card(
-            relative_card_path=EXTENDED_AGENT_CARD_PATH,
-            http_kwargs={'headers': auth_headers_dict},
-        )
-        final_agent_card_to_use = (
-            _extended_card  # Update to use the extended card
-        )
-    except Exception as e_extended:
-        logger.warning(
-            f'Failed to fetch extended agent card: {e_extended}. Will proceed with public card.',
-            exc_info=True,
-        )`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-sm font-medium mb-2 text-gray-700",children:"Step 2: Call the Agent"}),(0,s.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,s.jsx)("pre",{className:"text-xs",children:`client = A2AClient(
-    httpx_client=httpx_client, agent_card=final_agent_card_to_use
-)
-
-send_message_payload: dict[str, Any] = {
-    'message': {
-        'role': 'user',
-        'parts': [
-            {'kind': 'text', 'text': 'how much is 10 USD in INR?'}
-        ],
-        'messageId': uuid4().hex,
-    },
-}
-request = SendMessageRequest(
-    id=str(uuid4()), params=MessageSendParams(**send_message_payload)
-)
-
-response = await client.send_message(request)
-print(response.model_dump(mode='json', exclude_none=True))`})}),(0,s.jsx)("div",{className:"mt-2 text-right",children:(0,s.jsx)("button",{onClick:()=>{eD(`client = A2AClient(
-    httpx_client=httpx_client, agent_card=final_agent_card_to_use
-)
-
-send_message_payload: dict[str, Any] = {
-    'message': {
-        'role': 'user',
-        'parts': [
-            {'kind': 'text', 'text': 'how much is 10 USD in INR?'}
-        ],
-        'messageId': uuid4().hex,
-    },
-}
-request = SendMessageRequest(
-    id=str(uuid4()), params=MessageSendParams(**send_message_payload)
-)
-
-response = await client.send_message(request)
-print(response.model_dump(mode='json', exclude_none=True))`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]})]})]})}),(0,s.jsx)(d.Modal,{title:(0,s.jsxs)("div",{className:"flex items-center space-x-2",children:[(0,s.jsx)("span",{children:eC?.server_name||"MCP Server Details"}),eC&&(0,s.jsx)(u.Tooltip,{title:"Copy server name",children:(0,s.jsx)(p.default,{onClick:()=>eD(eC.server_name),className:"cursor-pointer text-gray-500 hover:text-blue-500 w-4 h-4"})})]}),width:1e3,open:e_,footer:null,onOk:()=>{eN(!1),ek(null)},onCancel:()=>{eN(!1),ek(null)},children:eC&&(0,s.jsxs)("div",{className:"space-y-6",children:[(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Server Overview"}),(0,s.jsxs)("div",{className:"grid grid-cols-2 gap-4 mb-4",children:[(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Server Name:"}),(0,s.jsx)(c.Text,{children:eC.server_name})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Transport:"}),(0,s.jsx)(h.Tag,{color:"blue",children:eC.transport})]}),eC.alias&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Alias:"}),(0,s.jsx)(c.Text,{children:eC.alias})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Auth Type:"}),(0,s.jsx)(h.Tag,{color:"none"===eC.auth_type?"gray":"green",children:eC.auth_type})]}),(0,s.jsxs)("div",{className:"col-span-2",children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Description:"}),(0,s.jsx)(c.Text,{children:eC.mcp_info?.description||"-"})]}),(0,s.jsxs)("div",{className:"col-span-2",children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"URL:"}),(0,s.jsxs)("a",{href:eC.url,target:"_blank",rel:"noopener noreferrer",className:"text-blue-600 hover:text-blue-800 text-sm break-all flex items-center space-x-2",children:[(0,s.jsx)("span",{children:eC.url}),(0,s.jsx)(l.ExternalLinkIcon,{className:"w-4 h-4"})]})]})]})]}),eC.mcp_info&&Object.keys(eC.mcp_info).length>0&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Additional Information"}),(0,s.jsx)("div",{className:"bg-gray-50 p-4 rounded-lg",children:(0,s.jsx)("pre",{className:"text-xs overflow-x-auto",children:JSON.stringify(eC.mcp_info,null,2)})})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Usage Example"}),(0,s.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,s.jsx)("pre",{className:"text-sm",children:`# Using MCP Server with Python FastMCP
-
-from fastmcp import Client
-import asyncio
-
-# Standard MCP configuration
-config = {
-    "mcpServers": {
-        "${eC.server_name}": {
-            "url": "http://localhost:4000/${eC.server_name}/mcp",
-            "headers": {
-                "x-litellm-api-key": "Bearer sk-1234"
-            }
-        }
-    }
-}
-
-# Create a client that connects to the server
-client = Client(config)
-
-async def main():
-    async with client:
-        # List available tools
-        tools = await client.list_tools()
-        print(f"Available tools: {[tool.name for tool in tools]}")
-
-        # Call a tool
-        response = await client.call_tool(
-            name="tool_name", 
-            arguments={"arg": "value"}
-        )
-        print(f"Response: {response}")
-
-if __name__ == "__main__":
-    asyncio.run(main())`})}),(0,s.jsx)("div",{className:"mt-2 text-right",children:(0,s.jsx)("button",{onClick:()=>{eD(`# Using MCP Server with Python FastMCP
-
-from fastmcp import Client
-import asyncio
-
-# Standard MCP configuration
-config = {
-    "mcpServers": {
-        "${eC.server_name}": {
-            "url": "http://localhost:4000/${eC.server_name}/mcp",
-            "headers": {
-                "x-litellm-api-key": "Bearer sk-1234"
-            }
-        }
-    }
-}
-
-# Create a client that connects to the server
-client = Client(config)
-
-async def main():
-    async with client:
-        # List available tools
-        tools = await client.list_tools()
-        print(f"Available tools: {[tool.name for tool in tools]}")
-
-        # Call a tool
-        response = await client.call_tool(
-            name="tool_name", 
-            arguments={"arg": "value"}
-        )
-        print(f"Response: {response}")
-
-if __name__ == "__main__":
-    asyncio.run(main())`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]})]})})]})})}],976883)}]);
\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3e395bb55b8572f7.js b/litellm/proxy/_experimental/out/_next/static/chunks/3e395bb55b8572f7.js
deleted file mode 100644
index e9b7b89276..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/3e395bb55b8572f7.js
+++ /dev/null
@@ -1 +0,0 @@
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new file mode 100644
index 0000000000..0d09994402
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/4e4d0f466b5c1780.js b/litellm/proxy/_experimental/out/_next/static/chunks/4e4d0f466b5c1780.js
deleted file mode 100644
index 8bb598f14e..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/4e4d0f466b5c1780.js
+++ /dev/null
@@ -1,598 +0,0 @@
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-
-client = openai.AzureOpenAI(
-	api_key="${v||"YOUR_LITELLM_API_KEY"}",
-	azure_endpoint="${j}",
-	api_version="2024-02-01"
-)`:`import openai
-
-client = openai.OpenAI(
-	api_key="${v||"YOUR_LITELLM_API_KEY"}",
-	base_url="${j}"
-)`;switch(h){case r.CHAT:{let e=Object.keys(C).length>0,a="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();a=`,
-    extra_body=${e}`}let s=T.length>0?T:[{role:"user",content:y}];t=`
-import base64
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Example with text only
-response = client.chat.completions.create(
-    model="${S}",
-    messages=${JSON.stringify(s,null,4)}${a}
-)
-
-print(response)
-
-# Example with image or PDF (uncomment and provide file path to use)
-# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
-# response_with_file = client.chat.completions.create(
-#     model="${S}",
-#     messages=[
-#         {
-#             "role": "user",
-#             "content": [
-#                 {
-#                     "type": "text",
-#                     "text": "${N}"
-#                 },
-#                 {
-#                     "type": "image_url",
-#                     "image_url": {
-#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}
-#                     }
-#                 }
-#             ]
-#         }
-#     ]${a}
-# )
-# print(response_with_file)
-`;break}case r.RESPONSES:{let e=Object.keys(C).length>0,a="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();a=`,
-    extra_body=${e}`}let s=T.length>0?T:[{role:"user",content:y}];t=`
-import base64
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Example with text only
-response = client.responses.create(
-    model="${S}",
-    input=${JSON.stringify(s,null,4)}${a}
-)
-
-print(response.output_text)
-
-# Example with image or PDF (uncomment and provide file path to use)
-# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
-# response_with_file = client.responses.create(
-#     model="${S}",
-#     input=[
-#         {
-#             "role": "user",
-#             "content": [
-#                 {"type": "input_text", "text": "${N}"},
-#                 {
-#                     "type": "input_image",
-#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}
-#                 },
-#             ],
-#         }
-#     ]${a}
-# )
-# print(response_with_file.output_text)
-`;break}case r.IMAGE:t="azure"===f?`
-# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
-# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
-# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
-import os
-import requests
-import json
-import time
-from PIL import Image
-
-result = client.images.generate(
-	model="${S}",
-	prompt="${l}",
-	n=1
-)
-
-json_response = json.loads(result.model_dump_json())
-
-# Set the directory for the stored image
-image_dir = os.path.join(os.curdir, 'images')
-
-# If the directory doesn't exist, create it
-if not os.path.isdir(image_dir):
-	os.mkdir(image_dir)
-
-# Initialize the image path
-image_filename = f"generated_image_{int(time.time())}.png"
-image_path = os.path.join(image_dir, image_filename)
-
-try:
-	# Retrieve the generated image
-	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
-			image_url = json_response["data"][0]["url"]
-			generated_image = requests.get(image_url).content
-			with open(image_path, "wb") as image_file:
-					image_file.write(generated_image)
-
-			print(f"Image saved to {image_path}")
-			# Display the image
-			image = Image.open(image_path)
-			image.show()
-	else:
-			print("Could not find image URL in response.")
-			print("Full response:", json_response)
-except Exception as e:
-	print(f"An error occurred: {e}")
-	print("Full response:", json_response)
-`:`
-import base64
-import os
-import time
-import json
-from PIL import Image
-import requests
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Helper function to create a file (simplified for this example)
-def create_file(image_path):
-	# In a real implementation, this would upload the file to OpenAI
-	# For this example, we'll just return a placeholder ID
-	return f"file_{os.path.basename(image_path).replace('.', '_')}"
-
-# The prompt entered by the user
-prompt = "${N}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${S}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`;break;case r.IMAGE_EDITS:t="azure"===f?`
-import base64
-import os
-import time
-import json
-from PIL import Image
-import requests
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# The prompt entered by the user
-prompt = "${N}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${S}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`:`
-import base64
-import os
-import time
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Helper function to create a file (simplified for this example)
-def create_file(image_path):
-	# In a real implementation, this would upload the file to OpenAI
-	# For this example, we'll just return a placeholder ID
-	return f"file_{os.path.basename(image_path).replace('.', '_')}"
-
-# The prompt entered by the user
-prompt = "${N}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${S}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`;break;case r.EMBEDDINGS:t=`
-response = client.embeddings.create(
-	input="${l||"Your string here"}",
-	model="${S}",
-	encoding_format="base64" # or "float"
-)
-
-print(response.data[0].embedding)
-`;break;case r.TRANSCRIPTION:t=`
-# Open the audio file
-audio_file = open("path/to/your/audio/file.mp3", "rb")
-
-# Make the transcription request
-response = client.audio.transcriptions.create(
-	model="${S}",
-	file=audio_file${l?`,
-	prompt="${l.replace(/"/g,'\\"')}"`:""}
-)
-
-print(response.text)
-`;break;case r.SPEECH:t=`
-# Make the text-to-speech request
-response = client.audio.speech.create(
-	model="${S}",
-	input="${l||"Your text to convert to speech here"}",
-	voice="${x}"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
-)
-
-# Save the audio to a file
-output_filename = "output_speech.mp3"
-response.stream_to_file(output_filename)
-print(f"Audio saved to {output_filename}")
-
-# Optional: Customize response format and speed
-# response = client.audio.speech.create(
-#     model="${S}",
-#     input="${l||"Your text to convert to speech here"}",
-#     voice="alloy",
-#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm
-#     speed=1.0  # Range: 0.25 to 4.0
-# )
-# response.stream_to_file("output_speech.mp3")
-`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${I}
-${t}`}],190272)},879664,e=>{"use strict";let t=(0,e.i(475254).default)("info",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"M12 16v-4",key:"1dtifu"}],["path",{d:"M12 8h.01",key:"e9boi3"}]]);e.s(["default",()=>t])},916925,e=>{"use strict";var t,a=((t={}).A2A_Agent="A2A Agent",t.AI21="Ai21",t.AI21_CHAT="Ai21 Chat",t.AIML="AI/ML API",t.AIOHTTP_OPENAI="Aiohttp Openai",t.Anthropic="Anthropic",t.ANTHROPIC_TEXT="Anthropic Text",t.AssemblyAI="AssemblyAI",t.AUTO_ROUTER="Auto Router",t.Bedrock="Amazon Bedrock",t.BedrockMantle="Amazon Bedrock Mantle",t.SageMaker="AWS SageMaker",t.Azure="Azure",t.Azure_AI_Studio="Azure AI Foundry (Studio)",t.AZURE_TEXT="Azure Text",t.BASETEN="Baseten",t.BYTEZ="Bytez",t.Cerebras="Cerebras",t.CLARIFAI="Clarifai",t.CLOUDFLARE="Cloudflare",t.CODESTRAL="Codestral",t.Cohere="Cohere",t.COHERE_CHAT="Cohere Chat",t.COMETAPI="Cometapi",t.COMPACTIFAI="Compactifai",t.Cursor="Cursor",t.Dashscope="Dashscope",t.Databricks="Databricks (Qwen API)",t.DATAROBOT="Datarobot",t.DeepInfra="DeepInfra",t.Deepgram="Deepgram",t.Deepseek="Deepseek",t.DOCKER_MODEL_RUNNER="Docker Model Runner",t.DOTPROMPT="Dotprompt",t.ElevenLabs="ElevenLabs",t.EMPOWER="Empower",t.FalAI="Fal AI",t.FEATHERLESS_AI="Featherless Ai",t.FireworksAI="Fireworks AI",t.FRIENDLIAI="Friendliai",t.GALADRIEL="Galadriel",t.GITHUB_COPILOT="Github Copilot",t.Google_AI_Studio="Google AI Studio",t.GradientAI="GradientAI",t.Groq="Groq",t.HEROKU="Heroku",t.Hosted_Vllm="vllm",t.HUGGINGFACE="Huggingface",t.HYPERBOLIC="Hyperbolic",t.Infinity="Infinity",t.JinaAI="Jina AI",t.LAMBDA_AI="Lambda Ai",t.LEMONADE="Lemonade",t.LLAMAFILE="Llamafile",t.LM_STUDIO="Lm Studio",t.LLAMA="Meta Llama",t.MARITALK="Maritalk",t.MiniMax="MiniMax",t.MistralAI="Mistral AI",t.MOONSHOT="Moonshot",t.MORPH="Morph",t.NEBIUS="Nebius",t.NLP_CLOUD="Nlp Cloud",t.NOVITA="Novita",t.NSCALE="Nscale",t.NVIDIA_NIM="Nvidia Nim",t.Ollama="Ollama",t.OLLAMA_CHAT="Ollama Chat",t.OOBABOOGA="Oobabooga",t.OpenAI="OpenAI",t.OPENAI_LIKE="Openai Like",t.OpenAI_Compatible="OpenAI-Compatible Endpoints (Together AI, etc.)",t.OpenAI_Text="OpenAI Text Completion",t.OpenAI_Text_Compatible="OpenAI-Compatible Text Completion Models (Together AI, etc.)",t.Openrouter="Openrouter",t.Oracle="Oracle Cloud Infrastructure (OCI)",t.OVHCLOUD="Ovhcloud",t.Perplexity="Perplexity",t.PETALS="Petals",t.PG_VECTOR="Pg Vector",t.PREDIBASE="Predibase",t.RECRAFT="Recraft",t.REPLICATE="Replicate",t.RunwayML="RunwayML",t.SAGEMAKER_LEGACY="Sagemaker",t.Sambanova="Sambanova",t.SAP="SAP Generative AI Hub",t.Snowflake="Snowflake",t.TEXT_COMPLETION_CODESTRAL="Text-Completion-Codestral",t.TogetherAI="TogetherAI",t.TOPAZ="Topaz",t.Triton="Triton",t.V0="V0",t.VERCEL_AI_GATEWAY="Vercel Ai Gateway",t.Vertex_AI="Vertex AI (Anthropic, Gemini, etc.)",t.VERTEX_AI_BETA="Vertex Ai Beta",t.VLLM="Vllm",t.VolcEngine="VolcEngine",t.Voyage="Voyage AI",t.WANDB="Wandb",t.WATSONX="Watsonx",t.WATSONX_TEXT="Watsonx Text",t.xAI="xAI",t.XINFERENCE="Xinference",t);let s={A2A_Agent:"a2a_agent",AI21:"ai21",AI21_CHAT:"ai21_chat",AIML:"aiml",AIOHTTP_OPENAI:"aiohttp_openai",Anthropic:"anthropic",ANTHROPIC_TEXT:"anthropic_text",AssemblyAI:"assemblyai",AUTO_ROUTER:"auto_router",Azure:"azure",Azure_AI_Studio:"azure_ai",AZURE_TEXT:"azure_text",BASETEN:"baseten",Bedrock:"bedrock",BedrockMantle:"bedrock_mantle",BYTEZ:"bytez",Cerebras:"cerebras",CLARIFAI:"clarifai",CLOUDFLARE:"cloudflare",CODESTRAL:"codestral",Cohere:"cohere",COHERE_CHAT:"cohere_chat",COMETAPI:"cometapi",COMPACTIFAI:"compactifai",Cursor:"cursor",Dashscope:"dashscope",Databricks:"databricks",DATAROBOT:"datarobot",DeepInfra:"deepinfra",Deepgram:"deepgram",Deepseek:"deepseek",DOCKER_MODEL_RUNNER:"docker_model_runner",DOTPROMPT:"dotprompt",ElevenLabs:"elevenlabs",EMPOWER:"empower",FalAI:"fal_ai",FEATHERLESS_AI:"featherless_ai",FireworksAI:"fireworks_ai",FRIENDLIAI:"friendliai",GALADRIEL:"galadriel",GITHUB_COPILOT:"github_copilot",Google_AI_Studio:"gemini",GradientAI:"gradient_ai",Groq:"groq",HEROKU:"heroku",Hosted_Vllm:"hosted_vllm",HUGGINGFACE:"huggingface",HYPERBOLIC:"hyperbolic",Infinity:"infinity",JinaAI:"jina_ai",LAMBDA_AI:"lambda_ai",LEMONADE:"lemonade",LLAMAFILE:"llamafile",LLAMA:"meta_llama",LM_STUDIO:"lm_studio",MARITALK:"maritalk",MiniMax:"minimax",MistralAI:"mistral",MOONSHOT:"moonshot",MORPH:"morph",NEBIUS:"nebius",NLP_CLOUD:"nlp_cloud",NOVITA:"novita",NSCALE:"nscale",NVIDIA_NIM:"nvidia_nim",Ollama:"ollama",OLLAMA_CHAT:"ollama_chat",OOBABOOGA:"oobabooga",OpenAI:"openai",OPENAI_LIKE:"openai_like",OpenAI_Compatible:"openai",OpenAI_Text:"text-completion-openai",OpenAI_Text_Compatible:"text-completion-openai",Openrouter:"openrouter",Oracle:"oci",OVHCLOUD:"ovhcloud",Perplexity:"perplexity",PETALS:"petals",PG_VECTOR:"pg_vector",PREDIBASE:"predibase",RECRAFT:"recraft",REPLICATE:"replicate",RunwayML:"runwayml",SAGEMAKER_LEGACY:"sagemaker",SageMaker:"sagemaker_chat",Sambanova:"sambanova",SAP:"sap",Snowflake:"snowflake",TEXT_COMPLETION_CODESTRAL:"text-completion-codestral",TogetherAI:"together_ai",TOPAZ:"topaz",Triton:"triton",V0:"v0",VERCEL_AI_GATEWAY:"vercel_ai_gateway",Vertex_AI:"vertex_ai",VERTEX_AI_BETA:"vertex_ai_beta",VLLM:"vllm",VolcEngine:"volcengine",Voyage:"voyage",WANDB:"wandb",WATSONX:"watsonx",WATSONX_TEXT:"watsonx_text",xAI:"xai",XINFERENCE:"xinference"},r="../ui/assets/logos/",i={"A2A Agent":`${r}a2a_agent.png`,Ai21:`${r}ai21.svg`,"Ai21 Chat":`${r}ai21.svg`,"AI/ML API":`${r}aiml_api.svg`,"Aiohttp Openai":`${r}openai_small.svg`,Anthropic:`${r}anthropic.svg`,"Anthropic Text":`${r}anthropic.svg`,AssemblyAI:`${r}assemblyai_small.png`,Azure:`${r}microsoft_azure.svg`,"Azure AI Foundry (Studio)":`${r}microsoft_azure.svg`,"Azure Text":`${r}microsoft_azure.svg`,Baseten:`${r}baseten.svg`,"Amazon Bedrock":`${r}bedrock.svg`,"Amazon Bedrock Mantle":`${r}bedrock.svg`,"AWS SageMaker":`${r}bedrock.svg`,Cerebras:`${r}cerebras.svg`,Cloudflare:`${r}cloudflare.svg`,Codestral:`${r}mistral.svg`,Cohere:`${r}cohere.svg`,"Cohere Chat":`${r}cohere.svg`,Cometapi:`${r}cometapi.svg`,Cursor:`${r}cursor.svg`,"Databricks (Qwen API)":`${r}databricks.svg`,Dashscope:`${r}dashscope.svg`,Deepseek:`${r}deepseek.svg`,Deepgram:`${r}deepgram.png`,DeepInfra:`${r}deepinfra.png`,ElevenLabs:`${r}elevenlabs.png`,"Fal AI":`${r}fal_ai.jpg`,"Featherless Ai":`${r}featherless.svg`,"Fireworks AI":`${r}fireworks.svg`,Friendliai:`${r}friendli.svg`,"Github Copilot":`${r}github_copilot.svg`,"Google AI Studio":`${r}google.svg`,GradientAI:`${r}gradientai.svg`,Groq:`${r}groq.svg`,vllm:`${r}vllm.png`,Huggingface:`${r}huggingface.svg`,Hyperbolic:`${r}hyperbolic.svg`,Infinity:`${r}infinity.png`,"Jina AI":`${r}jina.png`,"Lambda Ai":`${r}lambda.svg`,"Lm Studio":`${r}lmstudio.svg`,"Meta Llama":`${r}meta_llama.svg`,MiniMax:`${r}minimax.svg`,"Mistral AI":`${r}mistral.svg`,Moonshot:`${r}moonshot.svg`,Morph:`${r}morph.svg`,Nebius:`${r}nebius.svg`,Novita:`${r}novita.svg`,"Nvidia Nim":`${r}nvidia_nim.svg`,Ollama:`${r}ollama.svg`,"Ollama Chat":`${r}ollama.svg`,Oobabooga:`${r}openai_small.svg`,OpenAI:`${r}openai_small.svg`,"Openai Like":`${r}openai_small.svg`,"OpenAI Text Completion":`${r}openai_small.svg`,"OpenAI-Compatible Text Completion Models (Together AI, etc.)":`${r}openai_small.svg`,"OpenAI-Compatible Endpoints (Together AI, 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-    httpx_client=httpx_client,
-    base_url=base_url,
-    # agent_card_path uses default, extended_agent_card_path also uses default
-)
-
-# Fetch Public Agent Card and Initialize Client
-final_agent_card_to_use: AgentCard | None = None
-_public_card = (
-    await resolver.get_agent_card()
-)  # Fetches from default public path - \`/agents/{agent_id}/\`
-final_agent_card_to_use = _public_card
-
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-    try:
-        auth_headers_dict = {
-            'Authorization': 'Bearer dummy-token-for-extended-card'
-        }
-        _extended_card = await resolver.get_agent_card(
-            relative_card_path=EXTENDED_AGENT_CARD_PATH,
-            http_kwargs={'headers': auth_headers_dict},
-        )
-        final_agent_card_to_use = (
-            _extended_card  # Update to use the extended card
-        )
-    except Exception as e_extended:
-        logger.warning(
-            f'Failed to fetch extended agent card: {e_extended}. Will proceed with public card.',
-            exc_info=True,
-        )`})}),(0,t.jsx)("div",{className:"mt-2 text-right",children:(0,t.jsx)("button",{onClick:()=>{eP(`from a2a.client import A2ACardResolver, A2AClient
-from a2a.types import (
-    AgentCard,
-    MessageSendParams,
-    SendMessageRequest,
-    SendStreamingMessageRequest,
-)
-from a2a.utils.constants import (
-    AGENT_CARD_WELL_KNOWN_PATH,
-    EXTENDED_AGENT_CARD_PATH,
-)
-
-base_url = '${eT.url}'
-
-resolver = A2ACardResolver(
-    httpx_client=httpx_client,
-    base_url=base_url,
-    # agent_card_path uses default, extended_agent_card_path also uses default
-)
-
-# Fetch Public Agent Card and Initialize Client
-final_agent_card_to_use: AgentCard | None = None
-_public_card = (
-    await resolver.get_agent_card()
-)  # Fetches from default public path - \`/agents/{agent_id}/\`
-final_agent_card_to_use = _public_card
-
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-    try:
-        auth_headers_dict = {
-            'Authorization': 'Bearer dummy-token-for-extended-card'
-        }
-        _extended_card = await resolver.get_agent_card(
-            relative_card_path=EXTENDED_AGENT_CARD_PATH,
-            http_kwargs={'headers': auth_headers_dict},
-        )
-        final_agent_card_to_use = (
-            _extended_card  # Update to use the extended card
-        )
-    except Exception as e_extended:
-        logger.warning(
-            f'Failed to fetch extended agent card: {e_extended}. Will proceed with public card.',
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-)
-
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-    'message': {
-        'role': 'user',
-        'parts': [
-            {'kind': 'text', 'text': 'how much is 10 USD in INR?'}
-        ],
-        'messageId': uuid4().hex,
-    },
-}
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-    id=str(uuid4()), params=MessageSendParams(**send_message_payload)
-)
-
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-    'message': {
-        'role': 'user',
-        'parts': [
-            {'kind': 'text', 'text': 'how much is 10 USD in INR?'}
-        ],
-        'messageId': uuid4().hex,
-    },
-}
-request = SendMessageRequest(
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-)
-
-response = await client.send_message(request)
-print(response.model_dump(mode='json', exclude_none=True))`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]})]})]})}),(0,t.jsx)(d.Modal,{title:(0,t.jsxs)("div",{className:"flex items-center space-x-2",children:[(0,t.jsx)("span",{children:eS?.server_name||"MCP Server Details"}),eS&&(0,t.jsx)(g.Tooltip,{title:"Copy server name",children:(0,t.jsx)(x.default,{onClick:()=>eP(eS.server_name),className:"cursor-pointer text-gray-500 hover:text-blue-500 w-4 h-4"})})]}),width:1e3,open:ej,footer:null,onOk:()=>{eA(!1),eI(null)},onCancel:()=>{eA(!1),eI(null)},children:eS&&(0,t.jsxs)("div",{className:"space-y-6",children:[(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"text-lg font-semibold mb-4",children:"Server Overview"}),(0,t.jsxs)("div",{className:"grid grid-cols-2 gap-4 mb-4",children:[(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"Server Name:"}),(0,t.jsx)(o.Text,{children:eS.server_name})]}),(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"Transport:"}),(0,t.jsx)(u.Tag,{color:"blue",children:eS.transport})]}),eS.alias&&(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"Alias:"}),(0,t.jsx)(o.Text,{children:eS.alias})]}),(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"Auth Type:"}),(0,t.jsx)(u.Tag,{color:"none"===eS.auth_type?"gray":"green",children:eS.auth_type})]}),(0,t.jsxs)("div",{className:"col-span-2",children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"Description:"}),(0,t.jsx)(o.Text,{children:eS.mcp_info?.description||"-"})]}),(0,t.jsxs)("div",{className:"col-span-2",children:[(0,t.jsx)(o.Text,{className:"font-medium",children:"URL:"}),(0,t.jsxs)("a",{href:eS.url,target:"_blank",rel:"noopener noreferrer",className:"text-blue-600 hover:text-blue-800 text-sm break-all flex items-center space-x-2",children:[(0,t.jsx)("span",{children:eS.url}),(0,t.jsx)(s.ExternalLinkIcon,{className:"w-4 h-4"})]})]})]})]}),eS.mcp_info&&Object.keys(eS.mcp_info).length>0&&(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"text-lg font-semibold mb-4",children:"Additional Information"}),(0,t.jsx)("div",{className:"bg-gray-50 p-4 rounded-lg",children:(0,t.jsx)("pre",{className:"text-xs overflow-x-auto",children:JSON.stringify(eS.mcp_info,null,2)})})]}),(0,t.jsxs)("div",{children:[(0,t.jsx)(o.Text,{className:"text-lg font-semibold mb-4",children:"Usage Example"}),(0,t.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,t.jsx)("pre",{className:"text-sm",children:`# Using MCP Server with Python FastMCP
-
-from fastmcp import Client
-import asyncio
-
-# Standard MCP configuration
-config = {
-    "mcpServers": {
-        "${eS.server_name}": {
-            "url": "http://localhost:4000/${eS.server_name}/mcp",
-            "headers": {
-                "x-litellm-api-key": "Bearer sk-1234"
-            }
-        }
-    }
-}
-
-# Create a client that connects to the server
-client = Client(config)
-
-async def main():
-    async with client:
-        # List available tools
-        tools = await client.list_tools()
-        print(f"Available tools: {[tool.name for tool in tools]}")
-
-        # Call a tool
-        response = await client.call_tool(
-            name="tool_name", 
-            arguments={"arg": "value"}
-        )
-        print(f"Response: {response}")
-
-if __name__ == "__main__":
-    asyncio.run(main())`})}),(0,t.jsx)("div",{className:"mt-2 text-right",children:(0,t.jsx)("button",{onClick:()=>{eP(`# Using MCP Server with Python FastMCP
-
-from fastmcp import Client
-import asyncio
-
-# Standard MCP configuration
-config = {
-    "mcpServers": {
-        "${eS.server_name}": {
-            "url": "http://localhost:4000/${eS.server_name}/mcp",
-            "headers": {
-                "x-litellm-api-key": "Bearer sk-1234"
-            }
-        }
-    }
-}
-
-# Create a client that connects to the server
-client = Client(config)
-
-async def main():
-    async with client:
-        # List available tools
-        tools = await client.list_tools()
-        print(f"Available tools: {[tool.name for tool in tools]}")
-
-        # Call a tool
-        response = await client.call_tool(
-            name="tool_name", 
-            arguments={"arg": "value"}
-        )
-        print(f"Response: {response}")
-
-if __name__ == "__main__":
-    asyncio.run(main())`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]})]})})]})})}],976883)}]);
\ No newline at end of file
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new file mode 100644
index 0000000000..59f6d5bd21
--- /dev/null
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new file mode 100644
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deleted file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/43dc4975b83e2635.js b/litellm/proxy/_experimental/out/_next/static/chunks/591e3b6fbe6e4d4a.js
similarity index 51%
rename from litellm/proxy/_experimental/out/_next/static/chunks/43dc4975b83e2635.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/591e3b6fbe6e4d4a.js
index fa929b0c6a..e79c30fd92 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/43dc4975b83e2635.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/591e3b6fbe6e4d4a.js
@@ -1 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/357cb7abc13b2168.js b/litellm/proxy/_experimental/out/_next/static/chunks/5b44cdfc729a6dc9.js
similarity index 92%
rename from litellm/proxy/_experimental/out/_next/static/chunks/357cb7abc13b2168.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/5b44cdfc729a6dc9.js
index 06247a4417..596897ca5d 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/357cb7abc13b2168.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/5b44cdfc729a6dc9.js
@@ -1 +1 @@
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new file mode 100644
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t,a,i=((t={}).AUDIO_SPEECH="audio_speech",t.AUDIO_TRANSCRIPTION="audio_transcription",t.IMAGE_GENERATION="image_generation",t.VIDEO_GENERATION="video_generation",t.CHAT="chat",t.RESPONSES="responses",t.IMAGE_EDITS="image_edits",t.ANTHROPIC_MESSAGES="anthropic_messages",t.EMBEDDING="embedding",t),n=((a={}).IMAGE="image",a.VIDEO="video",a.CHAT="chat",a.RESPONSES="responses",a.IMAGE_EDITS="image_edits",a.ANTHROPIC_MESSAGES="anthropic_messages",a.EMBEDDINGS="embeddings",a.SPEECH="speech",a.TRANSCRIPTION="transcription",a.A2A_AGENTS="a2a_agents",a.MCP="mcp",a.REALTIME="realtime",a);let r={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"};e.s(["EndpointType",()=>n,"getEndpointType",0,e=>{if(console.log("getEndpointType:",e),Object.values(i).includes(e)){let t=r[e];return console.log("endpointType:",t),t}return"chat"}],785913),e.s(["generateCodeSnippet",0,e=>{let t,{apiKeySource:a,accessToken:i,apiKey:r,inputMessage:l,chatHistory:o,selectedTags:s,selectedVectorStores:c,selectedGuardrails:d,selectedPolicies:u,selectedMCPServers:m,mcpServers:g,mcpServerToolRestrictions:p,selectedVoice:f,endpointType:h,selectedModel:b,selectedSdk:_,proxySettings:v}=e,w="session"===a?i:r,x=window.location.origin,y=v?.LITELLM_UI_API_DOC_BASE_URL;y&&y.trim()?x=y:v?.PROXY_BASE_URL&&(x=v.PROXY_BASE_URL);let E=l||"Your prompt here",j=E.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),$=o.filter(e=>!e.isImage).map(({role:e,content:t})=>({role:e,content:t})),C={};s.length>0&&(C.tags=s),c.length>0&&(C.vector_stores=c),d.length>0&&(C.guardrails=d),u.length>0&&(C.policies=u);let k=b||"your-model-name",O="azure"===_?`import openai
-
-client = openai.AzureOpenAI(
-	api_key="${w||"YOUR_LITELLM_API_KEY"}",
-	azure_endpoint="${x}",
-	api_version="2024-02-01"
-)`:`import openai
-
-client = openai.OpenAI(
-	api_key="${w||"YOUR_LITELLM_API_KEY"}",
-	base_url="${x}"
-)`;switch(h){case n.CHAT:{let e=Object.keys(C).length>0,a="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();a=`,
-    extra_body=${e}`}let i=$.length>0?$:[{role:"user",content:E}];t=`
-import base64
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Example with text only
-response = client.chat.completions.create(
-    model="${k}",
-    messages=${JSON.stringify(i,null,4)}${a}
-)
-
-print(response)
-
-# Example with image or PDF (uncomment and provide file path to use)
-# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
-# response_with_file = client.chat.completions.create(
-#     model="${k}",
-#     messages=[
-#         {
-#             "role": "user",
-#             "content": [
-#                 {
-#                     "type": "text",
-#                     "text": "${j}"
-#                 },
-#                 {
-#                     "type": "image_url",
-#                     "image_url": {
-#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}
-#                     }
-#                 }
-#             ]
-#         }
-#     ]${a}
-# )
-# print(response_with_file)
-`;break}case n.RESPONSES:{let e=Object.keys(C).length>0,a="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();a=`,
-    extra_body=${e}`}let i=$.length>0?$:[{role:"user",content:E}];t=`
-import base64
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Example with text only
-response = client.responses.create(
-    model="${k}",
-    input=${JSON.stringify(i,null,4)}${a}
-)
-
-print(response.output_text)
-
-# Example with image or PDF (uncomment and provide file path to use)
-# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
-# response_with_file = client.responses.create(
-#     model="${k}",
-#     input=[
-#         {
-#             "role": "user",
-#             "content": [
-#                 {"type": "input_text", "text": "${j}"},
-#                 {
-#                     "type": "input_image",
-#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}
-#                 },
-#             ],
-#         }
-#     ]${a}
-# )
-# print(response_with_file.output_text)
-`;break}case n.IMAGE:t="azure"===_?`
-# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
-# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
-# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
-import os
-import requests
-import json
-import time
-from PIL import Image
-
-result = client.images.generate(
-	model="${k}",
-	prompt="${l}",
-	n=1
-)
-
-json_response = json.loads(result.model_dump_json())
-
-# Set the directory for the stored image
-image_dir = os.path.join(os.curdir, 'images')
-
-# If the directory doesn't exist, create it
-if not os.path.isdir(image_dir):
-	os.mkdir(image_dir)
-
-# Initialize the image path
-image_filename = f"generated_image_{int(time.time())}.png"
-image_path = os.path.join(image_dir, image_filename)
-
-try:
-	# Retrieve the generated image
-	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
-			image_url = json_response["data"][0]["url"]
-			generated_image = requests.get(image_url).content
-			with open(image_path, "wb") as image_file:
-					image_file.write(generated_image)
-
-			print(f"Image saved to {image_path}")
-			# Display the image
-			image = Image.open(image_path)
-			image.show()
-	else:
-			print("Could not find image URL in response.")
-			print("Full response:", json_response)
-except Exception as e:
-	print(f"An error occurred: {e}")
-	print("Full response:", json_response)
-`:`
-import base64
-import os
-import time
-import json
-from PIL import Image
-import requests
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Helper function to create a file (simplified for this example)
-def create_file(image_path):
-	# In a real implementation, this would upload the file to OpenAI
-	# For this example, we'll just return a placeholder ID
-	return f"file_{os.path.basename(image_path).replace('.', '_')}"
-
-# The prompt entered by the user
-prompt = "${j}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${k}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`;break;case n.IMAGE_EDITS:t="azure"===_?`
-import base64
-import os
-import time
-import json
-from PIL import Image
-import requests
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# The prompt entered by the user
-prompt = "${j}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${k}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`:`
-import base64
-import os
-import time
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Helper function to create a file (simplified for this example)
-def create_file(image_path):
-	# In a real implementation, this would upload the file to OpenAI
-	# For this example, we'll just return a placeholder ID
-	return f"file_{os.path.basename(image_path).replace('.', '_')}"
-
-# The prompt entered by the user
-prompt = "${j}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${k}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`;break;case n.EMBEDDINGS:t=`
-response = client.embeddings.create(
-	input="${l||"Your string here"}",
-	model="${k}",
-	encoding_format="base64" # or "float"
-)
-
-print(response.data[0].embedding)
-`;break;case n.TRANSCRIPTION:t=`
-# Open the audio file
-audio_file = open("path/to/your/audio/file.mp3", "rb")
-
-# Make the transcription request
-response = client.audio.transcriptions.create(
-	model="${k}",
-	file=audio_file${l?`,
-	prompt="${l.replace(/"/g,'\\"')}"`:""}
-)
-
-print(response.text)
-`;break;case n.SPEECH:t=`
-# Make the text-to-speech request
-response = client.audio.speech.create(
-	model="${k}",
-	input="${l||"Your text to convert to speech here"}",
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deleted file mode 100644
index dc3acb3953..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/5ff114526eb9df56.js
+++ /dev/null
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\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/630519be35a58cb0.js b/litellm/proxy/_experimental/out/_next/static/chunks/630519be35a58cb0.js
deleted file mode 100644
index d3097fceb0..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/630519be35a58cb0.js
+++ /dev/null
@@ -1,420 +0,0 @@
-(globalThis.TURBOPACK||(globalThis.TURBOPACK=[])).push(["object"==typeof document?document.currentScript:void 0,190272,785913,e=>{"use strict";var t,i,o=((t={}).AUDIO_SPEECH="audio_speech",t.AUDIO_TRANSCRIPTION="audio_transcription",t.IMAGE_GENERATION="image_generation",t.VIDEO_GENERATION="video_generation",t.CHAT="chat",t.RESPONSES="responses",t.IMAGE_EDITS="image_edits",t.ANTHROPIC_MESSAGES="anthropic_messages",t.EMBEDDING="embedding",t),n=((i={}).IMAGE="image",i.VIDEO="video",i.CHAT="chat",i.RESPONSES="responses",i.IMAGE_EDITS="image_edits",i.ANTHROPIC_MESSAGES="anthropic_messages",i.EMBEDDINGS="embeddings",i.SPEECH="speech",i.TRANSCRIPTION="transcription",i.A2A_AGENTS="a2a_agents",i.MCP="mcp",i.REALTIME="realtime",i);let a={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"};e.s(["EndpointType",()=>n,"getEndpointType",0,e=>{if(console.log("getEndpointType:",e),Object.values(o).includes(e)){let t=a[e];return console.log("endpointType:",t),t}return"chat"}],785913),e.s(["generateCodeSnippet",0,e=>{let t,{apiKeySource:i,accessToken:o,apiKey:a,inputMessage:r,chatHistory:s,selectedTags:l,selectedVectorStores:c,selectedGuardrails:d,selectedPolicies:u,selectedMCPServers:p,mcpServers:m,mcpServerToolRestrictions:g,selectedVoice:f,endpointType:h,selectedModel:_,selectedSdk:b,proxySettings:x}=e,v="session"===i?o:a,y=window.location.origin,w=x?.LITELLM_UI_API_DOC_BASE_URL;w&&w.trim()?y=w:x?.PROXY_BASE_URL&&(y=x.PROXY_BASE_URL);let j=r||"Your prompt here",S=j.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),k=s.filter(e=>!e.isImage).map(({role:e,content:t})=>({role:e,content:t})),O={};l.length>0&&(O.tags=l),c.length>0&&(O.vector_stores=c),d.length>0&&(O.guardrails=d),u.length>0&&(O.policies=u);let C=_||"your-model-name",N="azure"===b?`import openai
-
-client = openai.AzureOpenAI(
-	api_key="${v||"YOUR_LITELLM_API_KEY"}",
-	azure_endpoint="${y}",
-	api_version="2024-02-01"
-)`:`import openai
-
-client = openai.OpenAI(
-	api_key="${v||"YOUR_LITELLM_API_KEY"}",
-	base_url="${y}"
-)`;switch(h){case n.CHAT:{let e=Object.keys(O).length>0,i="";if(e){let e=JSON.stringify({metadata:O},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();i=`,
-    extra_body=${e}`}let o=k.length>0?k:[{role:"user",content:j}];t=`
-import base64
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Example with text only
-response = client.chat.completions.create(
-    model="${C}",
-    messages=${JSON.stringify(o,null,4)}${i}
-)
-
-print(response)
-
-# Example with image or PDF (uncomment and provide file path to use)
-# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
-# response_with_file = client.chat.completions.create(
-#     model="${C}",
-#     messages=[
-#         {
-#             "role": "user",
-#             "content": [
-#                 {
-#                     "type": "text",
-#                     "text": "${S}"
-#                 },
-#                 {
-#                     "type": "image_url",
-#                     "image_url": {
-#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}
-#                     }
-#                 }
-#             ]
-#         }
-#     ]${i}
-# )
-# print(response_with_file)
-`;break}case n.RESPONSES:{let e=Object.keys(O).length>0,i="";if(e){let e=JSON.stringify({metadata:O},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();i=`,
-    extra_body=${e}`}let o=k.length>0?k:[{role:"user",content:j}];t=`
-import base64
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Example with text only
-response = client.responses.create(
-    model="${C}",
-    input=${JSON.stringify(o,null,4)}${i}
-)
-
-print(response.output_text)
-
-# Example with image or PDF (uncomment and provide file path to use)
-# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
-# response_with_file = client.responses.create(
-#     model="${C}",
-#     input=[
-#         {
-#             "role": "user",
-#             "content": [
-#                 {"type": "input_text", "text": "${S}"},
-#                 {
-#                     "type": "input_image",
-#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}
-#                 },
-#             ],
-#         }
-#     ]${i}
-# )
-# print(response_with_file.output_text)
-`;break}case n.IMAGE:t="azure"===b?`
-# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
-# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
-# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
-import os
-import requests
-import json
-import time
-from PIL import Image
-
-result = client.images.generate(
-	model="${C}",
-	prompt="${r}",
-	n=1
-)
-
-json_response = json.loads(result.model_dump_json())
-
-# Set the directory for the stored image
-image_dir = os.path.join(os.curdir, 'images')
-
-# If the directory doesn't exist, create it
-if not os.path.isdir(image_dir):
-	os.mkdir(image_dir)
-
-# Initialize the image path
-image_filename = f"generated_image_{int(time.time())}.png"
-image_path = os.path.join(image_dir, image_filename)
-
-try:
-	# Retrieve the generated image
-	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
-			image_url = json_response["data"][0]["url"]
-			generated_image = requests.get(image_url).content
-			with open(image_path, "wb") as image_file:
-					image_file.write(generated_image)
-
-			print(f"Image saved to {image_path}")
-			# Display the image
-			image = Image.open(image_path)
-			image.show()
-	else:
-			print("Could not find image URL in response.")
-			print("Full response:", json_response)
-except Exception as e:
-	print(f"An error occurred: {e}")
-	print("Full response:", json_response)
-`:`
-import base64
-import os
-import time
-import json
-from PIL import Image
-import requests
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Helper function to create a file (simplified for this example)
-def create_file(image_path):
-	# In a real implementation, this would upload the file to OpenAI
-	# For this example, we'll just return a placeholder ID
-	return f"file_{os.path.basename(image_path).replace('.', '_')}"
-
-# The prompt entered by the user
-prompt = "${S}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${C}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`;break;case n.IMAGE_EDITS:t="azure"===b?`
-import base64
-import os
-import time
-import json
-from PIL import Image
-import requests
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# The prompt entered by the user
-prompt = "${S}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${C}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`:`
-import base64
-import os
-import time
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Helper function to create a file (simplified for this example)
-def create_file(image_path):
-	# In a real implementation, this would upload the file to OpenAI
-	# For this example, we'll just return a placeholder ID
-	return f"file_{os.path.basename(image_path).replace('.', '_')}"
-
-# The prompt entered by the user
-prompt = "${S}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${C}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`;break;case n.EMBEDDINGS:t=`
-response = client.embeddings.create(
-	input="${r||"Your string here"}",
-	model="${C}",
-	encoding_format="base64" # or "float"
-)
-
-print(response.data[0].embedding)
-`;break;case n.TRANSCRIPTION:t=`
-# Open the audio file
-audio_file = open("path/to/your/audio/file.mp3", "rb")
-
-# Make the transcription request
-response = client.audio.transcriptions.create(
-	model="${C}",
-	file=audio_file${r?`,
-	prompt="${r.replace(/"/g,'\\"')}"`:""}
-)
-
-print(response.text)
-`;break;case n.SPEECH:t=`
-# Make the text-to-speech request
-response = client.audio.speech.create(
-	model="${C}",
-	input="${r||"Your text to convert to speech here"}",
-	voice="${f}"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
-)
-
-# Save the audio to a file
-output_filename = "output_speech.mp3"
-response.stream_to_file(output_filename)
-print(f"Audio saved to {output_filename}")
-
-# Optional: Customize response format and speed
-# response = client.audio.speech.create(
-#     model="${C}",
-#     input="${r||"Your text to convert to speech here"}",
-#     voice="alloy",
-#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm
-#     speed=1.0  # Range: 0.25 to 4.0
-# )
-# response.stream_to_file("output_speech.mp3")
-`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${N}
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/fe3552f7f3ff7c1c.js b/litellm/proxy/_experimental/out/_next/static/chunks/635dd51f7caede88.js
similarity index 53%
rename from litellm/proxy/_experimental/out/_next/static/chunks/fe3552f7f3ff7c1c.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/635dd51f7caede88.js
index f4abd4ebba..7ad20c8fb0 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/fe3552f7f3ff7c1c.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/635dd51f7caede88.js
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eR;eE(this,c,"m",T).call(this)}_connected(e){this.ended||(ek(this,j,e,"f"),ek(this,_,e?.headers.get("request-id"),"f"),eE(this,m,"f").call(this,e),this._emit("connect"))}get ended(){return eE(this,x,"f")}get errored(){return eE(this,b,"f")}get aborted(){return eE(this,v,"f")}abort(){this.controller.abort()}on(e,t){return(eE(this,y,"f")[e]||(eE(this,y,"f")[e]=[])).push({listener:t}),this}off(e,t){let s=eE(this,y,"f")[e];if(!s)return this;let r=s.findIndex(e=>e.listener===t);return r>=0&&s.splice(r,1),this}once(e,t){return(eE(this,y,"f")[e]||(eE(this,y,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,s)=>{ek(this,w,!0,"f"),"error"!==e&&this.once("error",s),this.once(e,t)})}async done(){ek(this,w,!0,"f"),await eE(this,h,"f")}get currentMessage(){return eE(this,d,"f")}async finalMessage(){return await this.done(),eE(this,c,"m",S).call(this)}async finalText(){return await 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eR;eE(this,c,"m",T).call(this)}[(d=new WeakMap,u=new WeakMap,m=new WeakMap,p=new WeakMap,h=new WeakMap,f=new WeakMap,g=new WeakMap,y=new WeakMap,x=new WeakMap,b=new WeakMap,v=new WeakMap,w=new WeakMap,j=new WeakMap,_=new WeakMap,k=new WeakMap,c=new WeakSet,S=function(){if(0===this.receivedMessages.length)throw new eP("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},N=function(){if(0===this.receivedMessages.length)throw new eP("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 eP("stream ended without producing a content block with type=text");return e.join(" ")},E=function(){this.ended||ek(this,d,void 0,"f")},C=function(e){if(this.ended)return;let t=eE(this,c,"m",A).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let s=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===s.type&&this._emit("text",e.delta.text,s.text||"");break;case"citations_delta":"text"===s.type&&this._emit("citation",e.delta.citation,s.citations??[]);break;case"input_json_delta":tL(s)&&s.input&&this._emit("inputJson",e.delta.partial_json,s.input);break;case"thinking_delta":"thinking"===s.type&&this._emit("thinking",e.delta.thinking,s.thinking);break;case"signature_delta":"thinking"===s.type&&this._emit("signature",s.signature);break;default:tU(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":ek(this,d,t,"f")}},T=function(){if(this.ended)throw new eP("stream has ended, this shouldn't happen");let e=eE(this,d,"f");if(!e)throw new eP("request ended without sending any chunks");return ek(this,d,void 0,"f"),e},A=function(e){let t=eE(this,d,"f");if("message_start"===e.type){if(t)throw new eP(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new eP(`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 s=t.content.at(e.index);switch(e.delta.type){case"text_delta":s?.type==="text"&&(s.text+=e.delta.text);break;case"citations_delta":s?.type==="text"&&(s.citations??(s.citations=[]),s.citations.push(e.delta.citation));break;case"input_json_delta":if(s&&tL(s)){let t=s[tM]||"";if(Object.defineProperty(s,tM,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t)try{s.input=tI(t)}catch(s){let e=new eP(`Unable to parse tool parameter JSON from model. Please retry your request or adjust your prompt. Error: ${s}. JSON: ${t}`);eE(this,k,"f").call(this,e)}}break;case"thinking_delta":s?.type==="thinking"&&(s.thinking+=e.delta.thinking);break;case"signature_delta":s?.type==="thinking"&&(s.signature=e.delta.signature);break;default:tU(e.delta)}return t}}},Symbol.asyncIterator)](){let e=[],t=[],s=!1;return this.on("streamEvent",s=>{let r=t.shift();r?r.resolve(s):e.push(s)}),this.on("end",()=>{for(let e of(s=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:s?{value:void 0,done:!0}:new Promise((e,s)=>t.push({resolve:e,reject:s})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new ts(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function tU(e){}let tD={"claude-opus-4-20250514":8192,"claude-opus-4-0":8192,"claude-4-opus-20250514":8192,"anthropic.claude-opus-4-20250514-v1:0":8192,"claude-opus-4@20250514":8192},tB={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};class tq extends t_{constructor(){super(...arguments),this.batches=new tO(this._client)}create(e,t){let{betas:s,...r}=e;r.model in tB&&console.warn(`The model '${r.model}' is deprecated and will reach end-of-life on ${tB[r.model]}
-Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let a=this._client._options.timeout;if(!r.stream&&null==a){let e=tD[r.model]??void 0;a=this._client.calculateNonstreamingTimeout(r.max_tokens,e)}return this._client.post("/v1/messages?beta=true",{body:r,timeout:a??6e5,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}stream(e,t){return t$.createMessage(this,e,t)}countTokens(e,t){let{betas:s,...r}=e;return this._client.post("/v1/messages/count_tokens?beta=true",{body:r,...t,headers:tk([{"anthropic-beta":[...s??[],"token-counting-2024-11-01"].toString()},t?.headers])})}}tq.Batches=tO;class tz extends t_{constructor(){super(...arguments),this.models=new tA(this._client),this.messages=new tq(this._client),this.files=new tT(this._client)}}tz.Models=tA,tz.Messages=tq,tz.Files=tT;class tF extends t_{create(e,t){let{betas:s,...r}=e;return this._client.post("/v1/complete",{body:r,timeout:this._client._options.timeout??6e5,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}}let tW="__json_buf";function tH(e){return"tool_use"===e.type||"server_tool_use"===e.type}class tJ{constructor(){P.add(this),this.messages=[],this.receivedMessages=[],O.set(this,void 0),this.controller=new AbortController,R.set(this,void 0),I.set(this,()=>{}),M.set(this,()=>{}),L.set(this,void 0),$.set(this,()=>{}),U.set(this,()=>{}),D.set(this,{}),B.set(this,!1),q.set(this,!1),z.set(this,!1),F.set(this,!1),W.set(this,void 0),H.set(this,void 0),V.set(this,e=>{if(ek(this,q,!0,"f"),eT(e)&&(e=new eR),e instanceof eR)return ek(this,z,!0,"f"),this._emit("abort",e);if(e instanceof eP)return this._emit("error",e);if(e instanceof Error){let t=new eP(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new eP(String(e)))}),ek(this,R,new Promise((e,t)=>{ek(this,I,e,"f"),ek(this,M,t,"f")}),"f"),ek(this,L,new Promise((e,t)=>{ek(this,$,e,"f"),ek(this,U,t,"f")}),"f"),eE(this,R,"f").catch(()=>{}),eE(this,L,"f").catch(()=>{})}get response(){return eE(this,W,"f")}get request_id(){return eE(this,H,"f")}async withResponse(){let e=await eE(this,R,"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 tJ;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,s){let r=new tJ;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...s,headers:{...s?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},eE(this,V,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,s){let r=s?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),eE(this,P,"m",K).call(this);let{response:a,data:n}=await e.create({...t,stream:!0},{...s,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(a),n))eE(this,P,"m",X).call(this,e);if(n.controller.signal?.aborted)throw new eR;eE(this,P,"m",Y).call(this)}_connected(e){this.ended||(ek(this,W,e,"f"),ek(this,H,e?.headers.get("request-id"),"f"),eE(this,I,"f").call(this,e),this._emit("connect"))}get ended(){return eE(this,B,"f")}get errored(){return eE(this,q,"f")}get aborted(){return eE(this,z,"f")}abort(){this.controller.abort()}on(e,t){return(eE(this,D,"f")[e]||(eE(this,D,"f")[e]=[])).push({listener:t}),this}off(e,t){let s=eE(this,D,"f")[e];if(!s)return this;let r=s.findIndex(e=>e.listener===t);return r>=0&&s.splice(r,1),this}once(e,t){return(eE(this,D,"f")[e]||(eE(this,D,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,s)=>{ek(this,F,!0,"f"),"error"!==e&&this.once("error",s),this.once(e,t)})}async done(){ek(this,F,!0,"f"),await eE(this,L,"f")}get currentMessage(){return eE(this,O,"f")}async finalMessage(){return await this.done(),eE(this,P,"m",J).call(this)}async finalText(){return await this.done(),eE(this,P,"m",G).call(this)}_emit(e,...t){if(eE(this,B,"f"))return;"end"===e&&(ek(this,B,!0,"f"),eE(this,$,"f").call(this));let s=eE(this,D,"f")[e];if(s&&(eE(this,D,"f")[e]=s.filter(e=>!e.once),s.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];eE(this,F,"f")||s?.length||Promise.reject(e),eE(this,M,"f").call(this,e),eE(this,U,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];eE(this,F,"f")||s?.length||Promise.reject(e),eE(this,M,"f").call(this,e),eE(this,U,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",eE(this,P,"m",J).call(this))}async _fromReadableStream(e,t){let s=t?.signal;s&&(s.aborted&&this.controller.abort(),s.addEventListener("abort",()=>this.controller.abort())),eE(this,P,"m",K).call(this),this._connected(null);let r=ts.fromReadableStream(e,this.controller);for await(let e of r)eE(this,P,"m",X).call(this,e);if(r.controller.signal?.aborted)throw new eR;eE(this,P,"m",Y).call(this)}[(O=new WeakMap,R=new WeakMap,I=new WeakMap,M=new WeakMap,L=new WeakMap,$=new WeakMap,U=new WeakMap,D=new WeakMap,B=new WeakMap,q=new WeakMap,z=new WeakMap,F=new WeakMap,W=new WeakMap,H=new WeakMap,V=new WeakMap,P=new WeakSet,J=function(){if(0===this.receivedMessages.length)throw new eP("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},G=function(){if(0===this.receivedMessages.length)throw new eP("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 eP("stream ended without producing a content block with type=text");return e.join(" ")},K=function(){this.ended||ek(this,O,void 0,"f")},X=function(e){if(this.ended)return;let t=eE(this,P,"m",Q).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let s=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===s.type&&this._emit("text",e.delta.text,s.text||"");break;case"citations_delta":"text"===s.type&&this._emit("citation",e.delta.citation,s.citations??[]);break;case"input_json_delta":tH(s)&&s.input&&this._emit("inputJson",e.delta.partial_json,s.input);break;case"thinking_delta":"thinking"===s.type&&this._emit("thinking",e.delta.thinking,s.thinking);break;case"signature_delta":"thinking"===s.type&&this._emit("signature",s.signature);break;default:tG(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":ek(this,O,t,"f")}},Y=function(){if(this.ended)throw new eP("stream has ended, this shouldn't happen");let e=eE(this,O,"f");if(!e)throw new eP("request ended without sending any chunks");return ek(this,O,void 0,"f"),e},Q=function(e){let t=eE(this,O,"f");if("message_start"===e.type){if(t)throw new eP(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new eP(`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 s=t.content.at(e.index);switch(e.delta.type){case"text_delta":s?.type==="text"&&(s.text+=e.delta.text);break;case"citations_delta":s?.type==="text"&&(s.citations??(s.citations=[]),s.citations.push(e.delta.citation));break;case"input_json_delta":if(s&&tH(s)){let t=s[tW]||"";Object.defineProperty(s,tW,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t&&(s.input=tI(t))}break;case"thinking_delta":s?.type==="thinking"&&(s.thinking+=e.delta.thinking);break;case"signature_delta":s?.type==="thinking"&&(s.signature=e.delta.signature);break;default:tG(e.delta)}return t}}},Symbol.asyncIterator)](){let e=[],t=[],s=!1;return this.on("streamEvent",s=>{let r=t.shift();r?r.resolve(s):e.push(s)}),this.on("end",()=>{for(let e of(s=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:s?{value:void 0,done:!0}:new Promise((e,s)=>t.push({resolve:e,reject:s})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new ts(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function tG(e){}class tV extends t_{create(e,t){return this._client.post("/v1/messages/batches",{body:e,...t})}retrieve(e,t){return this._client.get(tC`/v1/messages/batches/${e}`,t)}list(e={},t){return this._client.getAPIList("/v1/messages/batches",tu,{query:e,...t})}delete(e,t){return this._client.delete(tC`/v1/messages/batches/${e}`,t)}cancel(e,t){return this._client.post(tC`/v1/messages/batches/${e}/cancel`,t)}async results(e,t){let s=await this.retrieve(e);if(!s.results_url)throw new eP(`No batch \`results_url\`; Has it finished processing? ${s.processing_status} - ${s.id}`);return this._client.get(s.results_url,{...t,headers:tk([{Accept:"application/binary"},t?.headers]),stream:!0,__binaryResponse:!0})._thenUnwrap((e,t)=>tP.fromResponse(t.response,t.controller))}}class tK extends t_{constructor(){super(...arguments),this.batches=new tV(this._client)}create(e,t){e.model in tX&&console.warn(`The model '${e.model}' is deprecated and will reach end-of-life on ${tX[e.model]}
-Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let s=this._client._options.timeout;if(!e.stream&&null==s){let t=tD[e.model]??void 0;s=this._client.calculateNonstreamingTimeout(e.max_tokens,t)}return this._client.post("/v1/messages",{body:e,timeout:s??6e5,...t,stream:e.stream??!1})}stream(e,t){return tJ.createMessage(this,e,t)}countTokens(e,t){return this._client.post("/v1/messages/count_tokens",{body:e,...t})}}let tX={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};tK.Batches=tV;class tY extends t_{retrieve(e,t={},s){let{betas:r}=t??{};return this._client.get(tC`/v1/models/${e}`,{...s,headers:tk([{...r?.toString()!=null?{"anthropic-beta":r?.toString()}:void 0},s?.headers])})}list(e={},t){let{betas:s,...r}=e??{};return this._client.getAPIList("/v1/models",tu,{query:r,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers])})}}let tQ=e=>void 0!==globalThis.process?globalThis.process.env?.[e]?.trim()??void 0:void 0!==globalThis.Deno?globalThis.Deno.env?.get?.(e)?.trim():void 0;class tZ{constructor({baseURL:e=tQ("ANTHROPIC_BASE_URL"),apiKey:t=tQ("ANTHROPIC_API_KEY")??null,authToken:s=tQ("ANTHROPIC_AUTH_TOKEN")??null,...r}={}){Z.set(this,void 0);const a={apiKey:t,authToken:s,...r,baseURL:e||"https://api.anthropic.com"};if(!a.dangerouslyAllowBrowser&&"u">typeof window&&void 0!==window.document&&"u">typeof navigator)throw new eP("It looks like you're running in a browser-like environment.\n\nThis is disabled by default, as it risks exposing your secret API credentials to attackers.\nIf you understand the risks and have appropriate mitigations in place,\nyou can set the `dangerouslyAllowBrowser` option to `true`, e.g.,\n\nnew Anthropic({ apiKey, dangerouslyAllowBrowser: true });\n");this.baseURL=a.baseURL,this.timeout=a.timeout??t0.DEFAULT_TIMEOUT,this.logger=a.logger??console;const n="warn";this.logLevel=n,this.logLevel=eV(a.logLevel,"ClientOptions.logLevel",this)??eV(tQ("ANTHROPIC_LOG"),"process.env['ANTHROPIC_LOG']",this)??n,this.fetchOptions=a.fetchOptions,this.maxRetries=a.maxRetries??2,this.fetch=a.fetch??function(){if("u">typeof fetch)return fetch;throw Error("`fetch` is not defined as a global; Either pass `fetch` to the client, `new Anthropic({ fetch })` or polyfill the global, `globalThis.fetch = fetch`")}(),ek(this,Z,e7,"f"),this._options=a,this.apiKey=t,this.authToken=s}withOptions(e){return new this.constructor({...this._options,baseURL:this.baseURL,maxRetries:this.maxRetries,timeout:this.timeout,logger:this.logger,logLevel:this.logLevel,fetchOptions:this.fetchOptions,apiKey:this.apiKey,authToken:this.authToken,...e})}defaultQuery(){return this._options.defaultQuery}validateHeaders({values:e,nulls:t}){if(!(this.apiKey&&e.get("x-api-key")||t.has("x-api-key")||this.authToken&&e.get("authorization"))&&!t.has("authorization"))throw Error('Could not resolve authentication method. 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+${t}`)}return n})(tE);class tT extends tS{list(e={},t){let{betas:s,...r}=e??{};return this._client.getAPIList("/v1/files",tu,{query:r,...t,headers:tk([{"anthropic-beta":[...s??[],"files-api-2025-04-14"].toString()},t?.headers])})}delete(e,t={},s){let{betas:r}=t??{};return this._client.delete(tC`/v1/files/${e}`,{...s,headers:tk([{"anthropic-beta":[...r??[],"files-api-2025-04-14"].toString()},s?.headers])})}download(e,t={},s){let{betas:r}=t??{};return this._client.get(tC`/v1/files/${e}/content`,{...s,headers:tk([{"anthropic-beta":[...r??[],"files-api-2025-04-14"].toString(),Accept:"application/binary"},s?.headers]),__binaryResponse:!0})}retrieveMetadata(e,t={},s){let{betas:r}=t??{};return this._client.get(tC`/v1/files/${e}`,{...s,headers:tk([{"anthropic-beta":[...r??[],"files-api-2025-04-14"].toString()},s?.headers])})}upload(e,t){let{betas:s,...r}=e;return this._client.post("/v1/files",tg({body:r,...t,headers:tk([{"anthropic-beta":[...s??[],"files-api-2025-04-14"].toString()},t?.headers])},this._client))}}class tA extends tS{retrieve(e,t={},s){let{betas:r}=t??{};return this._client.get(tC`/v1/models/${e}?beta=true`,{...s,headers:tk([{...r?.toString()!=null?{"anthropic-beta":r?.toString()}:void 0},s?.headers])})}list(e={},t){let{betas:s,...r}=e??{};return this._client.getAPIList("/v1/models?beta=true",tu,{query:r,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers])})}}class tO{constructor(e,t){this.iterator=e,this.controller=t}async *decoder(){let e=new tt;for await(let t of this.iterator)for(let s of e.decode(t))yield JSON.parse(s);for(let t of e.flush())yield JSON.parse(t)}[Symbol.asyncIterator](){return this.decoder()}static fromResponse(e,t){if(!e.body){if(t.abort(),void 0!==globalThis.navigator&&"ReactNative"===globalThis.navigator.product)throw new eO("The default react-native fetch implementation does not support streaming. Please use expo/fetch: https://docs.expo.dev/versions/latest/sdk/expo/#expofetch-api");throw new eO("Attempted to iterate over a response with no body")}return new tO(e6(e.body),t)}}class tP extends tS{create(e,t){let{betas:s,...r}=e;return this._client.post("/v1/messages/batches?beta=true",{body:r,...t,headers:tk([{"anthropic-beta":[...s??[],"message-batches-2024-09-24"].toString()},t?.headers])})}retrieve(e,t={},s){let{betas:r}=t??{};return this._client.get(tC`/v1/messages/batches/${e}?beta=true`,{...s,headers:tk([{"anthropic-beta":[...r??[],"message-batches-2024-09-24"].toString()},s?.headers])})}list(e={},t){let{betas:s,...r}=e??{};return this._client.getAPIList("/v1/messages/batches?beta=true",tu,{query:r,...t,headers:tk([{"anthropic-beta":[...s??[],"message-batches-2024-09-24"].toString()},t?.headers])})}delete(e,t={},s){let{betas:r}=t??{};return this._client.delete(tC`/v1/messages/batches/${e}?beta=true`,{...s,headers:tk([{"anthropic-beta":[...r??[],"message-batches-2024-09-24"].toString()},s?.headers])})}cancel(e,t={},s){let{betas:r}=t??{};return this._client.post(tC`/v1/messages/batches/${e}/cancel?beta=true`,{...s,headers:tk([{"anthropic-beta":[...r??[],"message-batches-2024-09-24"].toString()},s?.headers])})}async results(e,t={},s){let r=await this.retrieve(e);if(!r.results_url)throw new eO(`No batch \`results_url\`; Has it finished processing? ${r.processing_status} - ${r.id}`);let{betas:a}=t??{};return this._client.get(r.results_url,{...s,headers:tk([{"anthropic-beta":[...a??[],"message-batches-2024-09-24"].toString(),Accept:"application/binary"},s?.headers]),stream:!0,__binaryResponse:!0})._thenUnwrap((e,t)=>tO.fromResponse(t.response,t.controller))}}let tR=e=>{if(0===e.length)return e;let t=e[e.length-1];switch(t.type){case"separator":return tR(e=e.slice(0,e.length-1));case"number":let 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eR;eE(this,c,"m",T).call(this)}[(d=new WeakMap,u=new WeakMap,h=new WeakMap,m=new WeakMap,p=new WeakMap,f=new WeakMap,g=new WeakMap,y=new WeakMap,x=new WeakMap,b=new WeakMap,v=new WeakMap,w=new WeakMap,j=new WeakMap,S=new WeakMap,k=new WeakMap,c=new WeakSet,_=function(){if(0===this.receivedMessages.length)throw new eO("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},N=function(){if(0===this.receivedMessages.length)throw new eO("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 eO("stream ended without producing a content block with type=text");return e.join(" ")},E=function(){this.ended||ek(this,d,void 0,"f")},C=function(e){if(this.ended)return;let t=eE(this,c,"m",A).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let s=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===s.type&&this._emit("text",e.delta.text,s.text||"");break;case"citations_delta":"text"===s.type&&this._emit("citation",e.delta.citation,s.citations??[]);break;case"input_json_delta":tL(s)&&s.input&&this._emit("inputJson",e.delta.partial_json,s.input);break;case"thinking_delta":"thinking"===s.type&&this._emit("thinking",e.delta.thinking,s.thinking);break;case"signature_delta":"thinking"===s.type&&this._emit("signature",s.signature);break;default:tU(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":ek(this,d,t,"f")}},T=function(){if(this.ended)throw new eO("stream has ended, this shouldn't happen");let e=eE(this,d,"f");if(!e)throw new eO("request ended without sending any chunks");return ek(this,d,void 0,"f"),e},A=function(e){let t=eE(this,d,"f");if("message_start"===e.type){if(t)throw new eO(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new eO(`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 s=t.content.at(e.index);switch(e.delta.type){case"text_delta":s?.type==="text"&&(s.text+=e.delta.text);break;case"citations_delta":s?.type==="text"&&(s.citations??(s.citations=[]),s.citations.push(e.delta.citation));break;case"input_json_delta":if(s&&tL(s)){let t=s[tM]||"";if(Object.defineProperty(s,tM,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t)try{s.input=tI(t)}catch(s){let e=new eO(`Unable to parse tool parameter JSON from model. Please retry your request or adjust your prompt. Error: ${s}. JSON: ${t}`);eE(this,k,"f").call(this,e)}}break;case"thinking_delta":s?.type==="thinking"&&(s.thinking+=e.delta.thinking);break;case"signature_delta":s?.type==="thinking"&&(s.signature=e.delta.signature);break;default:tU(e.delta)}return t}}},Symbol.asyncIterator)](){let e=[],t=[],s=!1;return this.on("streamEvent",s=>{let r=t.shift();r?r.resolve(s):e.push(s)}),this.on("end",()=>{for(let e of(s=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:s?{value:void 0,done:!0}:new Promise((e,s)=>t.push({resolve:e,reject:s})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new ts(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function tU(e){}let tD={"claude-opus-4-20250514":8192,"claude-opus-4-0":8192,"claude-4-opus-20250514":8192,"anthropic.claude-opus-4-20250514-v1:0":8192,"claude-opus-4@20250514":8192},tB={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};class tq extends tS{constructor(){super(...arguments),this.batches=new tP(this._client)}create(e,t){let{betas:s,...r}=e;r.model in tB&&console.warn(`The model '${r.model}' is deprecated and will reach end-of-life on ${tB[r.model]}
+Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let a=this._client._options.timeout;if(!r.stream&&null==a){let e=tD[r.model]??void 0;a=this._client.calculateNonstreamingTimeout(r.max_tokens,e)}return this._client.post("/v1/messages?beta=true",{body:r,timeout:a??6e5,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}stream(e,t){return t$.createMessage(this,e,t)}countTokens(e,t){let{betas:s,...r}=e;return this._client.post("/v1/messages/count_tokens?beta=true",{body:r,...t,headers:tk([{"anthropic-beta":[...s??[],"token-counting-2024-11-01"].toString()},t?.headers])})}}tq.Batches=tP;class tz extends tS{constructor(){super(...arguments),this.models=new tA(this._client),this.messages=new tq(this._client),this.files=new tT(this._client)}}tz.Models=tA,tz.Messages=tq,tz.Files=tT;class tW extends tS{create(e,t){let{betas:s,...r}=e;return this._client.post("/v1/complete",{body:r,timeout:this._client._options.timeout??6e5,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}}let tF="__json_buf";function tH(e){return"tool_use"===e.type||"server_tool_use"===e.type}class tJ{constructor(){O.add(this),this.messages=[],this.receivedMessages=[],P.set(this,void 0),this.controller=new AbortController,R.set(this,void 0),I.set(this,()=>{}),M.set(this,()=>{}),L.set(this,void 0),$.set(this,()=>{}),U.set(this,()=>{}),D.set(this,{}),B.set(this,!1),q.set(this,!1),z.set(this,!1),W.set(this,!1),F.set(this,void 0),H.set(this,void 0),V.set(this,e=>{if(ek(this,q,!0,"f"),eT(e)&&(e=new eR),e instanceof eR)return ek(this,z,!0,"f"),this._emit("abort",e);if(e instanceof eO)return this._emit("error",e);if(e instanceof Error){let t=new eO(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new eO(String(e)))}),ek(this,R,new Promise((e,t)=>{ek(this,I,e,"f"),ek(this,M,t,"f")}),"f"),ek(this,L,new Promise((e,t)=>{ek(this,$,e,"f"),ek(this,U,t,"f")}),"f"),eE(this,R,"f").catch(()=>{}),eE(this,L,"f").catch(()=>{})}get response(){return eE(this,F,"f")}get request_id(){return eE(this,H,"f")}async withResponse(){let e=await eE(this,R,"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 tJ;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,s){let r=new tJ;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...s,headers:{...s?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},eE(this,V,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,s){let r=s?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),eE(this,O,"m",K).call(this);let{response:a,data:n}=await e.create({...t,stream:!0},{...s,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(a),n))eE(this,O,"m",X).call(this,e);if(n.controller.signal?.aborted)throw new eR;eE(this,O,"m",Y).call(this)}_connected(e){this.ended||(ek(this,F,e,"f"),ek(this,H,e?.headers.get("request-id"),"f"),eE(this,I,"f").call(this,e),this._emit("connect"))}get ended(){return eE(this,B,"f")}get errored(){return eE(this,q,"f")}get aborted(){return eE(this,z,"f")}abort(){this.controller.abort()}on(e,t){return(eE(this,D,"f")[e]||(eE(this,D,"f")[e]=[])).push({listener:t}),this}off(e,t){let s=eE(this,D,"f")[e];if(!s)return this;let r=s.findIndex(e=>e.listener===t);return r>=0&&s.splice(r,1),this}once(e,t){return(eE(this,D,"f")[e]||(eE(this,D,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,s)=>{ek(this,W,!0,"f"),"error"!==e&&this.once("error",s),this.once(e,t)})}async done(){ek(this,W,!0,"f"),await eE(this,L,"f")}get currentMessage(){return eE(this,P,"f")}async finalMessage(){return await this.done(),eE(this,O,"m",J).call(this)}async finalText(){return await this.done(),eE(this,O,"m",G).call(this)}_emit(e,...t){if(eE(this,B,"f"))return;"end"===e&&(ek(this,B,!0,"f"),eE(this,$,"f").call(this));let s=eE(this,D,"f")[e];if(s&&(eE(this,D,"f")[e]=s.filter(e=>!e.once),s.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];eE(this,W,"f")||s?.length||Promise.reject(e),eE(this,M,"f").call(this,e),eE(this,U,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];eE(this,W,"f")||s?.length||Promise.reject(e),eE(this,M,"f").call(this,e),eE(this,U,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",eE(this,O,"m",J).call(this))}async _fromReadableStream(e,t){let s=t?.signal;s&&(s.aborted&&this.controller.abort(),s.addEventListener("abort",()=>this.controller.abort())),eE(this,O,"m",K).call(this),this._connected(null);let r=ts.fromReadableStream(e,this.controller);for await(let e of r)eE(this,O,"m",X).call(this,e);if(r.controller.signal?.aborted)throw new eR;eE(this,O,"m",Y).call(this)}[(P=new WeakMap,R=new WeakMap,I=new WeakMap,M=new WeakMap,L=new WeakMap,$=new WeakMap,U=new WeakMap,D=new WeakMap,B=new WeakMap,q=new WeakMap,z=new WeakMap,W=new WeakMap,F=new WeakMap,H=new WeakMap,V=new WeakMap,O=new WeakSet,J=function(){if(0===this.receivedMessages.length)throw new eO("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},G=function(){if(0===this.receivedMessages.length)throw new eO("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 eO("stream ended without producing a content block with type=text");return e.join(" ")},K=function(){this.ended||ek(this,P,void 0,"f")},X=function(e){if(this.ended)return;let t=eE(this,O,"m",Q).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let s=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===s.type&&this._emit("text",e.delta.text,s.text||"");break;case"citations_delta":"text"===s.type&&this._emit("citation",e.delta.citation,s.citations??[]);break;case"input_json_delta":tH(s)&&s.input&&this._emit("inputJson",e.delta.partial_json,s.input);break;case"thinking_delta":"thinking"===s.type&&this._emit("thinking",e.delta.thinking,s.thinking);break;case"signature_delta":"thinking"===s.type&&this._emit("signature",s.signature);break;default:tG(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":ek(this,P,t,"f")}},Y=function(){if(this.ended)throw new eO("stream has ended, this shouldn't happen");let e=eE(this,P,"f");if(!e)throw new eO("request ended without sending any chunks");return ek(this,P,void 0,"f"),e},Q=function(e){let t=eE(this,P,"f");if("message_start"===e.type){if(t)throw new eO(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new eO(`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 s=t.content.at(e.index);switch(e.delta.type){case"text_delta":s?.type==="text"&&(s.text+=e.delta.text);break;case"citations_delta":s?.type==="text"&&(s.citations??(s.citations=[]),s.citations.push(e.delta.citation));break;case"input_json_delta":if(s&&tH(s)){let t=s[tF]||"";Object.defineProperty(s,tF,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t&&(s.input=tI(t))}break;case"thinking_delta":s?.type==="thinking"&&(s.thinking+=e.delta.thinking);break;case"signature_delta":s?.type==="thinking"&&(s.signature=e.delta.signature);break;default:tG(e.delta)}return t}}},Symbol.asyncIterator)](){let e=[],t=[],s=!1;return this.on("streamEvent",s=>{let r=t.shift();r?r.resolve(s):e.push(s)}),this.on("end",()=>{for(let e of(s=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:s?{value:void 0,done:!0}:new Promise((e,s)=>t.push({resolve:e,reject:s})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new ts(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function tG(e){}class tV extends tS{create(e,t){return this._client.post("/v1/messages/batches",{body:e,...t})}retrieve(e,t){return this._client.get(tC`/v1/messages/batches/${e}`,t)}list(e={},t){return this._client.getAPIList("/v1/messages/batches",tu,{query:e,...t})}delete(e,t){return this._client.delete(tC`/v1/messages/batches/${e}`,t)}cancel(e,t){return this._client.post(tC`/v1/messages/batches/${e}/cancel`,t)}async results(e,t){let s=await this.retrieve(e);if(!s.results_url)throw new eO(`No batch \`results_url\`; Has it finished processing? ${s.processing_status} - ${s.id}`);return this._client.get(s.results_url,{...t,headers:tk([{Accept:"application/binary"},t?.headers]),stream:!0,__binaryResponse:!0})._thenUnwrap((e,t)=>tO.fromResponse(t.response,t.controller))}}class tK extends tS{constructor(){super(...arguments),this.batches=new tV(this._client)}create(e,t){e.model in tX&&console.warn(`The model '${e.model}' is deprecated and will reach end-of-life on ${tX[e.model]}
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Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let s=this._client._options.timeout;if(!e.stream&&null==s){let t=tD[e.model]??void 0;s=this._client.calculateNonstreamingTimeout(e.max_tokens,t)}return this._client.post("/v1/messages",{body:e,timeout:s??6e5,...t,stream:e.stream??!1})}stream(e,t){return tJ.createMessage(this,e,t)}countTokens(e,t){return this._client.post("/v1/messages/count_tokens",{body:e,...t})}}let tX={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};tK.Batches=tV;class tY extends tS{retrieve(e,t={},s){let{betas:r}=t??{};return this._client.get(tC`/v1/models/${e}`,{...s,headers:tk([{...r?.toString()!=null?{"anthropic-beta":r?.toString()}:void 0},s?.headers])})}list(e={},t){let{betas:s,...r}=e??{};return this._client.getAPIList("/v1/models",tu,{query:r,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers])})}}let tQ=e=>void 0!==globalThis.process?globalThis.process.env?.[e]?.trim()??void 0:void 0!==globalThis.Deno?globalThis.Deno.env?.get?.(e)?.trim():void 0;class tZ{constructor({baseURL:e=tQ("ANTHROPIC_BASE_URL"),apiKey:t=tQ("ANTHROPIC_API_KEY")??null,authToken:s=tQ("ANTHROPIC_AUTH_TOKEN")??null,...r}={}){Z.set(this,void 0);const a={apiKey:t,authToken:s,...r,baseURL:e||"https://api.anthropic.com"};if(!a.dangerouslyAllowBrowser&&"u">typeof window&&void 0!==window.document&&"u">typeof navigator)throw new eO("It looks like you're running in a browser-like environment.\n\nThis is disabled by default, as it risks exposing your secret API credentials to attackers.\nIf you understand the risks and have appropriate mitigations in place,\nyou can set the `dangerouslyAllowBrowser` option to `true`, e.g.,\n\nnew Anthropic({ apiKey, dangerouslyAllowBrowser: true });\n");this.baseURL=a.baseURL,this.timeout=a.timeout??t0.DEFAULT_TIMEOUT,this.logger=a.logger??console;const n="warn";this.logLevel=n,this.logLevel=eV(a.logLevel,"ClientOptions.logLevel",this)??eV(tQ("ANTHROPIC_LOG"),"process.env['ANTHROPIC_LOG']",this)??n,this.fetchOptions=a.fetchOptions,this.maxRetries=a.maxRetries??2,this.fetch=a.fetch??function(){if("u">typeof fetch)return fetch;throw Error("`fetch` is not defined as a global; Either pass `fetch` to the client, `new Anthropic({ fetch })` or polyfill the global, `globalThis.fetch = fetch`")}(),ek(this,Z,e7,"f"),this._options=a,this.apiKey=t,this.authToken=s}withOptions(e){return new this.constructor({...this._options,baseURL:this.baseURL,maxRetries:this.maxRetries,timeout:this.timeout,logger:this.logger,logLevel:this.logLevel,fetchOptions:this.fetchOptions,apiKey:this.apiKey,authToken:this.authToken,...e})}defaultQuery(){return this._options.defaultQuery}validateHeaders({values:e,nulls:t}){if(!(this.apiKey&&e.get("x-api-key")||t.has("x-api-key")||this.authToken&&e.get("authorization"))&&!t.has("authorization"))throw Error('Could not resolve authentication method. 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similarity index 93%
rename from litellm/proxy/_experimental/out/_next/static/chunks/066f513556b1bb0b.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/63aff161ddf8e0ba.js
index d4952ece73..388774af63 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/066f513556b1bb0b.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/664bbc28119f9cc1.js b/litellm/proxy/_experimental/out/_next/static/chunks/664bbc28119f9cc1.js
deleted file mode 100644
index d18a0954b1..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/664bbc28119f9cc1.js
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-    <!DOCTYPE html>
-    <html>
-    <head>
-      <title>Multi-Model Cost Estimate Report</title>
-      <style>
-        body {
-          font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
-          padding: 40px;
-          max-width: 900px;
-          margin: 0 auto;
-          color: #333;
-        }
-        h1 {
-          color: #1a1a1a;
-          border-bottom: 2px solid #1890ff;
-          padding-bottom: 10px;
-          margin-bottom: 30px;
-        }
-        h2 {
-          color: #444;
-          margin-top: 30px;
-          margin-bottom: 15px;
-        }
-        h3 {
-          color: #555;
-          margin-top: 25px;
-          margin-bottom: 10px;
-          padding-bottom: 5px;
-          border-bottom: 1px solid #eee;
-        }
-        .provider {
-          font-weight: normal;
-          color: #1890ff;
-          font-size: 14px;
-        }
-        .meta {
-          background: #f5f5f5;
-          padding: 12px 15px;
-          border-radius: 8px;
-          margin-bottom: 15px;
-          font-size: 13px;
-        }
-        .meta p {
-          margin: 4px 0;
-        }
-        table {
-          width: 100%;
-          border-collapse: collapse;
-          margin-bottom: 20px;
-        }
-        th, td {
-          padding: 10px 12px;
-          text-align: left;
-          border-bottom: 1px solid #ddd;
-        }
-        th {
-          background: #f8f9fa;
-          font-weight: 600;
-          font-size: 13px;
-        }
-        .cost-value {
-          font-family: monospace;
-          font-size: 13px;
-        }
-        .total-row {
-          font-weight: bold;
-          background: #e6f7ff;
-        }
-        .summary-box {
-          background: linear-gradient(135deg, #e6f7ff 0%, #f9f0ff 100%);
-          border: 1px solid #91d5ff;
-          border-radius: 8px;
-          padding: 20px;
-          margin-bottom: 30px;
-        }
-        .summary-box h2 {
-          margin-top: 0;
-          color: #1890ff;
-        }
-        .summary-grid {
-          display: grid;
-          grid-template-columns: repeat(3, 1fr);
-          gap: 20px;
-          margin-top: 15px;
-        }
-        .summary-item {
-          text-align: center;
-        }
-        .summary-item .label {
-          font-size: 12px;
-          color: #666;
-          margin-bottom: 5px;
-        }
-        .summary-item .value {
-          font-size: 20px;
-          font-weight: bold;
-          font-family: monospace;
-        }
-        .summary-item .value.blue { color: #1890ff; }
-        .summary-item .value.green { color: #52c41a; }
-        .summary-item .value.purple { color: #722ed1; }
-        .model-section {
-          margin-bottom: 30px;
-          page-break-inside: avoid;
-        }
-        .footer {
-          margin-top: 40px;
-          padding-top: 20px;
-          border-top: 1px solid #ddd;
-          font-size: 12px;
-          color: #666;
-        }
-        @media print {
-          body { padding: 20px; }
-          .model-section { page-break-inside: avoid; }
-        }
-      </style>
-    </head>
-    <body>
-      <h1>LLM Cost Estimate Report</h1>
-      <p style="color: #666; margin-top: -20px; margin-bottom: 30px;">${a} model${1!==a?"s":""} configured</p>
-      
-      <div class="summary-box">
-        <h2>Combined Totals</h2>
-        <div class="summary-grid">
-          <div class="summary-item">
-            <div class="label">Total Per Request</div>
-            <div class="value blue">${tM(e.totals.cost_per_request)}</div>
-          </div>
-          <div class="summary-item">
-            <div class="label">Total Daily</div>
-            <div class="value green">${tM(e.totals.daily_cost)}</div>
-          </div>
-          <div class="summary-item">
-            <div class="label">Total Monthly</div>
-            <div class="value purple">${tM(e.totals.monthly_cost)}</div>
-          </div>
-        </div>
-        ${e.totals.margin_per_request>0?`
-        <div class="summary-grid" style="margin-top: 15px; padding-top: 15px; border-top: 1px solid #ddd;">
-          <div class="summary-item">
-            <div class="label">Margin/Request</div>
-            <div class="value" style="color: #faad14;">${tM(e.totals.margin_per_request)}</div>
-          </div>
-          <div class="summary-item">
-            <div class="label">Daily Margin</div>
-            <div class="value" style="color: #faad14;">${tM(e.totals.daily_margin)}</div>
-          </div>
-          <div class="summary-item">
-            <div class="label">Monthly Margin</div>
-            <div class="value" style="color: #faad14;">${tM(e.totals.monthly_margin)}</div>
-          </div>
-        </div>
-        `:""}
-      </div>
-
-      <h2>Model Breakdown</h2>
-      ${s.map(e=>{let t;return t=e.result,`
-    <div class="model-section">
-      <h3>${t.model} ${t.provider?`<span class="provider">(${t.provider})</span>`:""}</h3>
-      
-      <div class="meta">
-        <p><strong>Input Tokens per Request:</strong> ${tD(t.input_tokens)}</p>
-        <p><strong>Output Tokens per Request:</strong> ${tD(t.output_tokens)}</p>
-        ${t.num_requests_per_day?`<p><strong>Requests per Day:</strong> ${tD(t.num_requests_per_day)}</p>`:""}
-        ${t.num_requests_per_month?`<p><strong>Requests per Month:</strong> ${tD(t.num_requests_per_month)}</p>`:""}
-      </div>
-
-      <table>
-        <tr>
-          <th>Cost Type</th>
-          <th>Per Request</th>
-          ${null!==t.daily_cost?"<th>Daily</th>":""}
-          ${null!==t.monthly_cost?"<th>Monthly</th>":""}
-        </tr>
-        <tr>
-          <td>Input Cost</td>
-          <td class="cost-value">${tM(t.input_cost_per_request)}</td>
-          ${null!==t.daily_cost?`<td class="cost-value">${tM(t.daily_input_cost)}</td>`:""}
-          ${null!==t.monthly_cost?`<td class="cost-value">${tM(t.monthly_input_cost)}</td>`:""}
-        </tr>
-        <tr>
-          <td>Output Cost</td>
-          <td class="cost-value">${tM(t.output_cost_per_request)}</td>
-          ${null!==t.daily_cost?`<td class="cost-value">${tM(t.daily_output_cost)}</td>`:""}
-          ${null!==t.monthly_cost?`<td class="cost-value">${tM(t.monthly_output_cost)}</td>`:""}
-        </tr>
-        <tr>
-          <td>Margin/Fee</td>
-          <td class="cost-value">${tM(t.margin_cost_per_request)}</td>
-          ${null!==t.daily_cost?`<td class="cost-value">${tM(t.daily_margin_cost)}</td>`:""}
-          ${null!==t.monthly_cost?`<td class="cost-value">${tM(t.monthly_margin_cost)}</td>`:""}
-        </tr>
-        <tr class="total-row">
-          <td>Total</td>
-          <td class="cost-value">${tM(t.cost_per_request)}</td>
-          ${null!==t.daily_cost?`<td class="cost-value">${tM(t.daily_cost)}</td>`:""}
-          ${null!==t.monthly_cost?`<td class="cost-value">${tM(t.monthly_cost)}</td>`:""}
-        </tr>
-      </table>
-    </div>
-  `}).join("")}
-
-      <div class="footer">
-        <p>Generated by LiteLLM Pricing Calculator on ${new Date().toLocaleString()}</p>
-      </div>
-    </body>
-    </html>
-  `;t.document.write(l),t.document.close(),t.onload=()=>{t.print()}})(e),a(!1)},children:[(0,t.jsx)(tI.FilePdfOutlined,{className:"mr-3 text-red-500"}),"Export as PDF"]}),(0,t.jsxs)("button",{className:"flex items-center w-full px-4 py-2 text-sm text-gray-700 hover:bg-gray-50 transition-colors",onClick:()=>{(e=>{let t=e.entries.filter(e=>null!==e.result),s=[["LLM Multi-Model Cost Estimate Report"],["Generated",new Date().toLocaleString()],[""]];for(let a of(s.push(["COMBINED TOTALS"],["Total Per Request",e.totals.cost_per_request.toString()],["Total Daily",e.totals.daily_cost?.toString()||"-"],["Total Monthly",e.totals.monthly_cost?.toString()||"-"],["Margin Per Request",e.totals.margin_per_request.toString()],["Daily Margin",e.totals.daily_margin?.toString()||"-"],["Monthly Margin",e.totals.monthly_margin?.toString()||"-"],[""]),s.push(["Model","Provider","Input Tokens","Output Tokens","Requests/Day","Requests/Month","Cost/Request","Daily Cost","Monthly Cost","Input Cost/Req","Output 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/4f9542613a82ae95.js b/litellm/proxy/_experimental/out/_next/static/chunks/66d9e3ba8b8aeb00.js
similarity index 58%
rename from litellm/proxy/_experimental/out/_next/static/chunks/4f9542613a82ae95.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/66d9e3ba8b8aeb00.js
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+    "include_usage": true
+  },
+  "messages": [
+    {
+      "role": "user",
+      "content": "hey"
+    }
+  ]
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similarity index 74%
rename from litellm/proxy/_experimental/out/_next/static/chunks/37c03dc421ba81f8.js
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${n}-group-addon`]:Object.assign({},x(e)),[`&-lg ${o}-select-single ${o}-select-selector`]:{height:e.controlHeightLG},[`&-sm ${o}-select-single ${o}-select-selector`]:{height:e.controlHeightSM},[`> ${n}`]:{display:"table-cell","&:not(:first-child):not(:last-child)":{borderRadius:0}},[`${n}-group`]:{"&-addon, &-wrap":{display:"table-cell",width:1,whiteSpace:"nowrap",verticalAlign:"middle","&:not(:first-child):not(:last-child)":{borderRadius:0}},"&-wrap > *":{display:"block !important"},"&-addon":{position:"relative",padding:`0 ${(0,t.unit)(e.paddingInline)}`,color:e.colorText,fontWeight:"normal",fontSize:e.inputFontSize,textAlign:"center",borderRadius:e.borderRadius,transition:`all ${e.motionDurationSlow}`,lineHeight:1,[`${o}-select`]:{margin:`${(0,t.unit)(e.calc(e.paddingBlock).add(1).mul(-1).equal())} ${(0,t.unit)(e.calc(e.paddingInline).mul(-1).equal())}`,[`&${o}-select-single:not(${o}-select-customize-input):not(${o}-pagination-size-changer)`]:{[`${o}-select-selector`]:{backgroundColor:"inherit",border:`${(0,t.unit)(e.lineWidth)} ${e.lineType} transparent`,boxShadow:"none"}}},[`${o}-cascader-picker`]:{margin:`-9px ${(0,t.unit)(e.calc(e.paddingInline).mul(-1).equal())}`,backgroundColor:"transparent",[`${o}-cascader-input`]:{textAlign:"start",border:0,boxShadow:"none"}}}},[n]:{width:"100%",marginBottom:0,textAlign:"inherit","&:focus":{zIndex:1,borderInlineEndWidth:1},"&:hover":{zIndex:1,borderInlineEndWidth:1,[`${n}-search-with-button &`]:{zIndex:0}}},[`> ${n}:first-child, ${n}-group-addon:first-child`]:{borderStartEndRadius:0,borderEndEndRadius:0,[`${o}-select ${o}-select-selector`]:{borderStartEndRadius:0,borderEndEndRadius:0}},[`> ${n}-affix-wrapper`]:{[`&:not(:first-child) ${n}`]:{borderStartStartRadius:0,borderEndStartRadius:0},[`&:not(:last-child) ${n}`]:{borderStartEndRadius:0,borderEndEndRadius:0}},[`> ${n}:last-child, ${n}-group-addon:last-child`]:{borderStartStartRadius:0,borderEndStartRadius:0,[`${o}-select ${o}-select-selector`]:{borderStartStartRadius:0,borderEndStartRadius:0}},[`${n}-affix-wrapper`]:{"&:not(:last-child)":{borderStartEndRadius:0,borderEndEndRadius:0,[`${n}-search &`]:{borderStartStartRadius:e.borderRadius,borderEndStartRadius:e.borderRadius}},[`&:not(:first-child), ${n}-search &:not(:first-child)`]:{borderStartStartRadius:0,borderEndStartRadius:0}},[`&${n}-group-compact`]:Object.assign(Object.assign({display:"block"},(0,r.clearFix)()),{[`${n}-group-addon, ${n}-group-wrap, > ${n}`]:{"&:not(:first-child):not(:last-child)":{borderInlineEndWidth:e.lineWidth,"&:hover, &:focus":{zIndex:1}}},"& > *":{display:"inline-flex",float:"none",verticalAlign:"top",borderRadius:0},[`
         & > ${n}-affix-wrapper,
         & > ${n}-number-affix-wrapper,
         & > ${o}-picker-range
@@ -40,20 +40,20 @@
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n=(0,a.mergeToken)(e,i(e));return[(e=>{let{componentCls:t,controlHeightSM:n,lineWidth:o,calc:a}=e,i=a(n).sub(a(o).mul(2)).sub(16).div(2).equal();return{[t]:Object.assign(Object.assign(Object.assign(Object.assign(Object.assign(Object.assign(Object.assign({},(0,r.resetComponent)(e)),j(e)),d(e)),v(e)),m(e)),C(e)),{'&[type="color"]':{height:e.controlHeight,[`&${t}-lg`]:{height:e.controlHeightLG},[`&${t}-sm`]:{height:n,paddingTop:i,paddingBottom:i}},'&[type="search"]::-webkit-search-cancel-button, &[type="search"]::-webkit-search-decoration':{appearance:"none"}})}})(n),(e=>{let{componentCls:r,inputAffixPadding:n,colorTextDescription:o,motionDurationSlow:a,colorIcon:i,colorIconHover:l,iconCls:s}=e,c=`${r}-affix-wrapper`,u=`${r}-affix-wrapper-disabled`;return{[c]:Object.assign(Object.assign(Object.assign(Object.assign({},j(e)),{display:"inline-flex",[`&:not(${r}-disabled):hover`]:{zIndex:1,[`${r}-search-with-button &`]:{zIndex:0}},"&-focused, &:focus":{zIndex:1},[`> 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/6a167cef4b09b496.js b/litellm/proxy/_experimental/out/_next/static/chunks/6a167cef4b09b496.js
new file mode 100644
index 0000000000..5aa2036c62
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/6a167cef4b09b496.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/6b870abe3093799a.js b/litellm/proxy/_experimental/out/_next/static/chunks/6b870abe3093799a.js
new file mode 100644
index 0000000000..3f38b11b22
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/6b870abe3093799a.js
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-import base64
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Example with text only
-response = client.chat.completions.create(
-    model="${O}",
-    messages=${JSON.stringify(a,null,4)}${r}
-)
-
-print(response)
-
-# Example with image or PDF (uncomment and provide file path to use)
-# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
-# response_with_file = client.chat.completions.create(
-#     model="${O}",
-#     messages=[
-#         {
-#             "role": "user",
-#             "content": [
-#                 {
-#                     "type": "text",
-#                     "text": "${w}"
-#                 },
-#                 {
-#                     "type": "image_url",
-#                     "image_url": {
-#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}
-#                     }
-#                 }
-#             ]
-#         }
-#     ]${r}
-# )
-# print(response_with_file)
-`;break}case o.RESPONSES:{let e=Object.keys(y).length>0,r="";if(e){let e=JSON.stringify({metadata:y},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();r=`,
-    extra_body=${e}`}let a=E.length>0?E:[{role:"user",content:C}];t=`
-import base64
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-    with open(image_path, "rb") as image_file:
-        return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Example with text only
-response = client.responses.create(
-    model="${O}",
-    input=${JSON.stringify(a,null,4)}${r}
-)
-
-print(response.output_text)
-
-# Example with image or PDF (uncomment and provide file path to use)
-# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
-# response_with_file = client.responses.create(
-#     model="${O}",
-#     input=[
-#         {
-#             "role": "user",
-#             "content": [
-#                 {"type": "input_text", "text": "${w}"},
-#                 {
-#                     "type": "input_image",
-#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}
-#                 },
-#             ],
-#         }
-#     ]${r}
-# )
-# print(response_with_file.output_text)
-`;break}case o.IMAGE:t="azure"===b?`
-# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
-# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
-# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
-import os
-import requests
-import json
-import time
-from PIL import Image
-
-result = client.images.generate(
-	model="${O}",
-	prompt="${n}",
-	n=1
-)
-
-json_response = json.loads(result.model_dump_json())
-
-# Set the directory for the stored image
-image_dir = os.path.join(os.curdir, 'images')
-
-# If the directory doesn't exist, create it
-if not os.path.isdir(image_dir):
-	os.mkdir(image_dir)
-
-# Initialize the image path
-image_filename = f"generated_image_{int(time.time())}.png"
-image_path = os.path.join(image_dir, image_filename)
-
-try:
-	# Retrieve the generated image
-	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
-			image_url = json_response["data"][0]["url"]
-			generated_image = requests.get(image_url).content
-			with open(image_path, "wb") as image_file:
-					image_file.write(generated_image)
-
-			print(f"Image saved to {image_path}")
-			# Display the image
-			image = Image.open(image_path)
-			image.show()
-	else:
-			print("Could not find image URL in response.")
-			print("Full response:", json_response)
-except Exception as e:
-	print(f"An error occurred: {e}")
-	print("Full response:", json_response)
-`:`
-import base64
-import os
-import time
-import json
-from PIL import Image
-import requests
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Helper function to create a file (simplified for this example)
-def create_file(image_path):
-	# In a real implementation, this would upload the file to OpenAI
-	# For this example, we'll just return a placeholder ID
-	return f"file_{os.path.basename(image_path).replace('.', '_')}"
-
-# The prompt entered by the user
-prompt = "${w}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${O}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`;break;case o.IMAGE_EDITS:t="azure"===b?`
-import base64
-import os
-import time
-import json
-from PIL import Image
-import requests
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# The prompt entered by the user
-prompt = "${w}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${O}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`:`
-import base64
-import os
-import time
-
-# Helper function to encode images to base64
-def encode_image(image_path):
-	with open(image_path, "rb") as image_file:
-			return base64.b64encode(image_file.read()).decode('utf-8')
-
-# Helper function to create a file (simplified for this example)
-def create_file(image_path):
-	# In a real implementation, this would upload the file to OpenAI
-	# For this example, we'll just return a placeholder ID
-	return f"file_{os.path.basename(image_path).replace('.', '_')}"
-
-# The prompt entered by the user
-prompt = "${w}"
-
-# Encode images to base64
-base64_image1 = encode_image("body-lotion.png")
-base64_image2 = encode_image("soap.png")
-
-# Create file IDs
-file_id1 = create_file("body-lotion.png")
-file_id2 = create_file("incense-kit.png")
-
-response = client.responses.create(
-	model="${O}",
-	input=[
-			{
-					"role": "user",
-					"content": [
-							{"type": "input_text", "text": prompt},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image1}",
-							},
-							{
-									"type": "input_image",
-									"image_url": f"data:image/jpeg;base64,{base64_image2}",
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id1,
-							},
-							{
-									"type": "input_image",
-									"file_id": file_id2,
-							}
-					],
-			}
-	],
-	tools=[{"type": "image_generation"}],
-)
-
-# Process the response
-image_generation_calls = [
-	output
-	for output in response.output
-	if output.type == "image_generation_call"
-]
-
-image_data = [output.result for output in image_generation_calls]
-
-if image_data:
-	image_base64 = image_data[0]
-	image_filename = f"edited_image_{int(time.time())}.png"
-	with open(image_filename, "wb") as f:
-			f.write(base64.b64decode(image_base64))
-	print(f"Image saved to {image_filename}")
-else:
-	# If no image is generated, there might be a text response with an explanation
-	text_response = [output.text for output in response.output if hasattr(output, 'text')]
-	if text_response:
-			print("No image generated. Model response:")
-			print("\\n".join(text_response))
-	else:
-			print("No image data found in response.")
-	print("Full response for debugging:")
-	print(response)
-`;break;case o.EMBEDDINGS:t=`
-response = client.embeddings.create(
-	input="${n||"Your string here"}",
-	model="${O}",
-	encoding_format="base64" # or "float"
-)
-
-print(response.data[0].embedding)
-`;break;case o.TRANSCRIPTION:t=`
-# Open the audio file
-audio_file = open("path/to/your/audio/file.mp3", "rb")
-
-# Make the transcription request
-response = client.audio.transcriptions.create(
-	model="${O}",
-	file=audio_file${n?`,
-	prompt="${n.replace(/"/g,'\\"')}"`:""}
-)
-
-print(response.text)
-`;break;case o.SPEECH:t=`
-# Make the text-to-speech request
-response = client.audio.speech.create(
-	model="${O}",
-	input="${n||"Your text to convert to speech here"}",
-	voice="${f}"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
-)
-
-# Save the audio to a file
-output_filename = "output_speech.mp3"
-response.stream_to_file(output_filename)
-print(f"Audio saved to {output_filename}")
-
-# Optional: Customize response format and speed
-# response = client.audio.speech.create(
-#     model="${O}",
-#     input="${n||"Your text to convert to speech here"}",
-#     voice="alloy",
-#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm
-#     speed=1.0  # Range: 0.25 to 4.0
-# )
-# response.stream_to_file("output_speech.mp3")
-`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${T}
-${t}`}],190272)},94629,e=>{"use strict";var t=e.i(271645);let r=t.forwardRef(function(e,r){return t.createElement("svg",Object.assign({xmlns:"http://www.w3.org/2000/svg",fill:"none",viewBox:"0 0 24 24",strokeWidth:2,stroke:"currentColor","aria-hidden":"true",ref:r},e),t.createElement("path",{strokeLinecap:"round",strokeLinejoin:"round",d:"M7 16V4m0 0L3 8m4-4l4 4m6 0v12m0 0l4-4m-4 4l-4-4"}))});e.s(["SwitchVerticalIcon",0,r],94629)},991124,e=>{"use strict";let t=(0,e.i(475254).default)("copy",[["rect",{width:"14",height:"14",x:"8",y:"8",rx:"2",ry:"2",key:"17jyea"}],["path",{d:"M4 16c-1.1 0-2-.9-2-2V4c0-1.1.9-2 2-2h10c1.1 0 2 .9 2 2",key:"zix9uf"}]]);e.s(["default",()=>t])},434626,e=>{"use strict";var t=e.i(271645);let r=t.forwardRef(function(e,r){return t.createElement("svg",Object.assign({xmlns:"http://www.w3.org/2000/svg",fill:"none",viewBox:"0 0 24 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${e.motionDurationMid}`}},"&:hover":{[`${t}-item-link-icon`]:{opacity:1},[`${t}-item-ellipsis`]:{opacity:0}}},[`
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/736fcbf3f72ae1f0.js b/litellm/proxy/_experimental/out/_next/static/chunks/736fcbf3f72ae1f0.js
deleted file mode 100644
index 063d160f46..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/736fcbf3f72ae1f0.js
+++ /dev/null
@@ -1,7 +0,0 @@
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deleted file mode 100644
index 265b6a44d6..0000000000
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new file mode 100644
index 0000000000..93f0bb4f52
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/74ce31aa0fb2adc9.js
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${e.motionDurationMid}`}},"&:hover":{[`${t}-item-link-icon`]:{opacity:1},[`${t}-item-ellipsis`]:{opacity:0}}},[`
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new file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/c86a717c93e20652.js b/litellm/proxy/_experimental/out/_next/static/chunks/7b9ef931d44e410f.js
similarity index 91%
rename from litellm/proxy/_experimental/out/_next/static/chunks/c86a717c93e20652.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/7b9ef931d44e410f.js
index 38a07fc13f..4b04ad1abe 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/c86a717c93e20652.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/7b9ef931d44e410f.js
@@ -1 +1 @@
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new file mode 100644
index 0000000000..7d6dc2d5d8
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\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/80079c810f42a5e5.js b/litellm/proxy/_experimental/out/_next/static/chunks/80079c810f42a5e5.js
new file mode 100644
index 0000000000..4c6c87d247
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/80079c810f42a5e5.js
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t,a,i=((t={}).AUDIO_SPEECH="audio_speech",t.AUDIO_TRANSCRIPTION="audio_transcription",t.IMAGE_GENERATION="image_generation",t.VIDEO_GENERATION="video_generation",t.CHAT="chat",t.RESPONSES="responses",t.IMAGE_EDITS="image_edits",t.ANTHROPIC_MESSAGES="anthropic_messages",t.EMBEDDING="embedding",t),n=((a={}).IMAGE="image",a.VIDEO="video",a.CHAT="chat",a.RESPONSES="responses",a.IMAGE_EDITS="image_edits",a.ANTHROPIC_MESSAGES="anthropic_messages",a.EMBEDDINGS="embeddings",a.SPEECH="speech",a.TRANSCRIPTION="transcription",a.A2A_AGENTS="a2a_agents",a.MCP="mcp",a.REALTIME="realtime",a);let r={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"};e.s(["EndpointType",()=>n,"getEndpointType",0,e=>{if(console.log("getEndpointType:",e),Object.values(i).includes(e)){let t=r[e];return console.log("endpointType:",t),t}return"chat"}],785913),e.s(["generateCodeSnippet",0,e=>{let t,{apiKeySource:a,accessToken:i,apiKey:r,inputMessage:o,chatHistory:s,selectedTags:l,selectedVectorStores:c,selectedGuardrails:d,selectedPolicies:u,selectedMCPServers:m,mcpServers:g,mcpServerToolRestrictions:p,selectedVoice:f,endpointType:h,selectedModel:_,selectedSdk:b,proxySettings:v}=e,w="session"===a?i:r,x=window.location.origin,y=v?.LITELLM_UI_API_DOC_BASE_URL;y&&y.trim()?x=y:v?.PROXY_BASE_URL&&(x=v.PROXY_BASE_URL);let E=o||"Your prompt here",$=E.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),j=s.filter(e=>!e.isImage).map(({role:e,content:t})=>({role:e,content:t})),C={};l.length>0&&(C.tags=l),c.length>0&&(C.vector_stores=c),d.length>0&&(C.guardrails=d),u.length>0&&(C.policies=u);let k=_||"your-model-name",O="azure"===b?`import openai
+
+client = openai.AzureOpenAI(
+	api_key="${w||"YOUR_LITELLM_API_KEY"}",
+	azure_endpoint="${x}",
+	api_version="2024-02-01"
+)`:`import openai
+
+client = openai.OpenAI(
+	api_key="${w||"YOUR_LITELLM_API_KEY"}",
+	base_url="${x}"
+)`;switch(h){case n.CHAT:{let e=Object.keys(C).length>0,a="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();a=`,
+    extra_body=${e}`}let i=j.length>0?j:[{role:"user",content:E}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.chat.completions.create(
+    model="${k}",
+    messages=${JSON.stringify(i,null,4)}${a}
+)
+
+print(response)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
+# response_with_file = client.chat.completions.create(
+#     model="${k}",
+#     messages=[
+#         {
+#             "role": "user",
+#             "content": [
+#                 {
+#                     "type": "text",
+#                     "text": "${$}"
+#                 },
+#                 {
+#                     "type": "image_url",
+#                     "image_url": {
+#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}
+#                     }
+#                 }
+#             ]
+#         }
+#     ]${a}
+# )
+# print(response_with_file)
+`;break}case n.RESPONSES:{let e=Object.keys(C).length>0,a="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();a=`,
+    extra_body=${e}`}let i=j.length>0?j:[{role:"user",content:E}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.responses.create(
+    model="${k}",
+    input=${JSON.stringify(i,null,4)}${a}
+)
+
+print(response.output_text)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
+# response_with_file = client.responses.create(
+#     model="${k}",
+#     input=[
+#         {
+#             "role": "user",
+#             "content": [
+#                 {"type": "input_text", "text": "${$}"},
+#                 {
+#                     "type": "input_image",
+#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}
+#                 },
+#             ],
+#         }
+#     ]${a}
+# )
+# print(response_with_file.output_text)
+`;break}case n.IMAGE:t="azure"===b?`
+# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
+# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
+# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
+import os
+import requests
+import json
+import time
+from PIL import Image
+
+result = client.images.generate(
+	model="${k}",
+	prompt="${o}",
+	n=1
+)
+
+json_response = json.loads(result.model_dump_json())
+
+# Set the directory for the stored image
+image_dir = os.path.join(os.curdir, 'images')
+
+# If the directory doesn't exist, create it
+if not os.path.isdir(image_dir):
+	os.mkdir(image_dir)
+
+# Initialize the image path
+image_filename = f"generated_image_{int(time.time())}.png"
+image_path = os.path.join(image_dir, image_filename)
+
+try:
+	# Retrieve the generated image
+	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
+			image_url = json_response["data"][0]["url"]
+			generated_image = requests.get(image_url).content
+			with open(image_path, "wb") as image_file:
+					image_file.write(generated_image)
+
+			print(f"Image saved to {image_path}")
+			# Display the image
+			image = Image.open(image_path)
+			image.show()
+	else:
+			print("Could not find image URL in response.")
+			print("Full response:", json_response)
+except Exception as e:
+	print(f"An error occurred: {e}")
+	print("Full response:", json_response)
+`:`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+	# In a real implementation, this would upload the file to OpenAI
+	# For this example, we'll just return a placeholder ID
+	return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${$}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${k}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`;break;case n.IMAGE_EDITS:t="azure"===b?`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# The prompt entered by the user
+prompt = "${$}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${k}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`:`
+import base64
+import os
+import time
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+	# In a real implementation, this would upload the file to OpenAI
+	# For this example, we'll just return a placeholder ID
+	return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${$}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${k}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`;break;case n.EMBEDDINGS:t=`
+response = client.embeddings.create(
+	input="${o||"Your string here"}",
+	model="${k}",
+	encoding_format="base64" # or "float"
+)
+
+print(response.data[0].embedding)
+`;break;case n.TRANSCRIPTION:t=`
+# Open the audio file
+audio_file = open("path/to/your/audio/file.mp3", "rb")
+
+# Make the transcription request
+response = client.audio.transcriptions.create(
+	model="${k}",
+	file=audio_file${o?`,
+	prompt="${o.replace(/"/g,'\\"')}"`:""}
+)
+
+print(response.text)
+`;break;case n.SPEECH:t=`
+# Make the text-to-speech request
+response = client.audio.speech.create(
+	model="${k}",
+	input="${o||"Your text to convert to speech here"}",
+	voice="${f}"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
+)
+
+# Save the audio to a file
+output_filename = "output_speech.mp3"
+response.stream_to_file(output_filename)
+print(f"Audio saved to {output_filename}")
+
+# Optional: Customize response format and speed
+# response = client.audio.speech.create(
+#     model="${k}",
+#     input="${o||"Your text to convert to speech here"}",
+#     voice="alloy",
+#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm
+#     speed=1.0  # Range: 0.25 to 4.0
+# )
+# response.stream_to_file("output_speech.mp3")
+`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${O}
+${t}`}],190272)},735049,e=>{"use strict";var t=e.i(654310),a=function(e){if((0,t.default)()&&window.document.documentElement){var a=Array.isArray(e)?e:[e],i=window.document.documentElement;return a.some(function(e){return e in i.style})}return!1},i=function(e,t){if(!a(e))return!1;var i=document.createElement("div"),n=i.style[e];return i.style[e]=t,i.style[e]!==n};function n(e,t){return Array.isArray(e)||void 0===t?a(e):i(e,t)}e.s(["isStyleSupport",()=>n])},190144,e=>{"use strict";e.i(247167);var t=e.i(931067),a=e.i(271645);let i={icon:{tag:"svg",attrs:{viewBox:"64 64 896 896",focusable:"false"},children:[{tag:"path",attrs:{d:"M832 64H296c-4.4 0-8 3.6-8 8v56c0 4.4 3.6 8 8 8h496v688c0 4.4 3.6 8 8 8h56c4.4 0 8-3.6 8-8V96c0-17.7-14.3-32-32-32zM704 192H192c-17.7 0-32 14.3-32 32v530.7c0 8.5 3.4 16.6 9.4 22.6l173.3 173.3c2.2 2.2 4.7 4 7.4 5.5v1.9h4.2c3.5 1.3 7.2 2 11 2H704c17.7 0 32-14.3 32-32V224c0-17.7-14.3-32-32-32zM350 856.2L263.9 770H350v86.2zM664 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+        ${i},
+        ${n} > li,
+        ${a},
+        ${r},
+        ${o},
+        ${s}
+      `]:Object.assign({},{background:e.skeletonLoadingBackground,backgroundSize:"400% 100%",animationName:d,animationDuration:e.skeletonLoadingMotionDuration,animationTimingFunction:"ease",animationIterationCount:"infinite"})}}})((0,c.mergeToken)(e,{skeletonAvatarCls:`${t}-avatar`,skeletonTitleCls:`${t}-title`,skeletonParagraphCls:`${t}-paragraph`,skeletonButtonCls:`${t}-button`,skeletonInputCls:`${t}-input`,skeletonImageCls:`${t}-image`,imageSizeBase:a(e.controlHeight).mul(1.5).equal(),borderRadius:100,skeletonLoadingBackground:`linear-gradient(90deg, ${e.gradientFromColor} 25%, ${e.gradientToColor} 37%, ${e.gradientFromColor} 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/27fdfee9b1cdd8c5.js b/litellm/proxy/_experimental/out/_next/static/chunks/81b595b330469e25.js
similarity index 74%
rename from litellm/proxy/_experimental/out/_next/static/chunks/27fdfee9b1cdd8c5.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/81b595b330469e25.js
index 046051722a..da9bd38829 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/27fdfee9b1cdd8c5.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/81b595b330469e25.js
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         & > ${n}-affix-wrapper,
         & > ${n}-number-affix-wrapper,
         & > ${o}-picker-range
@@ -50,10 +50,10 @@
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deleted file mode 100644
index 72bb59ad4d..0000000000
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8454375d75f636e8.js b/litellm/proxy/_experimental/out/_next/static/chunks/8454375d75f636e8.js
new file mode 100644
index 0000000000..26872a949d
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/8454375d75f636e8.js
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deleted file mode 100644
index 934d038484..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/8604d59a86c051be.js
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new file mode 100644
index 0000000000..e173e7e526
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/8ae157c8a223fdc3.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/853e5f250e7a0af5.js b/litellm/proxy/_experimental/out/_next/static/chunks/8c13023d89b01566.js
similarity index 59%
rename from litellm/proxy/_experimental/out/_next/static/chunks/853e5f250e7a0af5.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/8c13023d89b01566.js
index f9da9058c5..4648770483 100644
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-  -H 'Authorization: Bearer ${y}' \\
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-  -H 'Authorization: Bearer ${y}' \\
+  -H 'Authorization: Bearer ${b}' \\
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 client = openai.OpenAI(
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 const client = new OpenAI({
-    apiKey: "${y}",
+    apiKey: "${b}",
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8c1702fce0bb01de.js b/litellm/proxy/_experimental/out/_next/static/chunks/8c1702fce0bb01de.js
deleted file mode 100644
index ab6b327020..0000000000
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8dc3b559a2e76f88.css b/litellm/proxy/_experimental/out/_next/static/chunks/8dc3b559a2e76f88.css
new file mode 100644
index 0000000000..a0c3cb3d42
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/8dc3b559a2e76f88.css
@@ -0,0 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8dda507c226082ca.js b/litellm/proxy/_experimental/out/_next/static/chunks/8dda507c226082ca.js
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+-H 'x-litellm-api-key: ${c}' \\
+-d '{
+  "model": "${e}",
+  "stream": true,
+  "stream_options": {
+    "include_usage": true
+  },
+  "messages": [
+    {
+      "role": "user",
+      "content": "hey"
+    }
+  ]
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/02b4612136350b79.js b/litellm/proxy/_experimental/out/_next/static/chunks/8dfde809dc4ad794.js
similarity index 74%
rename from litellm/proxy/_experimental/out/_next/static/chunks/02b4612136350b79.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/8dfde809dc4ad794.js
index ef9610cfa9..e805a98151 100644
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/8dfde809dc4ad794.js
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eq=e.i(269200),eJ=e.i(942232),eW=e.i(977572),eU=e.i(427612),eV=e.i(64848),eY=e.i(496020),eZ=e.i(752978),eQ=e.i(994388),eX=e.i(68155),e0=e.i(94629),e1=e.i(360820),e2=e.i(871943),e4=e.i(389083),e5=e.i(152990),e6=e.i(682830),e8=e.i(779241);let{Title:e3,Text:e7}=d.Typography,{Option:e9}=n.Select,te=({visible:e,onClose:t,accessToken:a,onSuccess:o,guardrailId:d,initialValues:c})=>{let[g]=r.Form.useForm(),[x,h]=(0,m.useState)(!1),[f,y]=(0,m.useState)(c?.provider||null),[j,_]=(0,m.useState)(null),[b,v]=(0,m.useState)([]),[C,N]=(0,m.useState)({});(0,m.useEffect)(()=>{(async()=>{try{if(!a)return;let e=await (0,p.getGuardrailUISettings)(a);_(e)}catch(e){console.error("Error fetching guardrail settings:",e),u.default.fromBackend("Failed to load guardrail settings")}})()},[a]),(0,m.useEffect)(()=>{c?.pii_entities_config&&Object.keys(c.pii_entities_config).length>0&&(v(Object.keys(c.pii_entities_config)),N(c.pii_entities_config))},[c]);let 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\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/91b65d7d7f348d21.js b/litellm/proxy/_experimental/out/_next/static/chunks/91b65d7d7f348d21.js
deleted file mode 100644
index 4581059533..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/91b65d7d7f348d21.js
+++ /dev/null
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new file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/565cdfe156dcb380.js b/litellm/proxy/_experimental/out/_next/static/chunks/9668e5e89a8b80cb.js
similarity index 50%
rename from litellm/proxy/_experimental/out/_next/static/chunks/565cdfe156dcb380.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/9668e5e89a8b80cb.js
index 83abccfdf9..b46b4519aa 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/565cdfe156dcb380.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/9668e5e89a8b80cb.js
@@ -1 +1 @@
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t=e.original.url??"",l=t.length>40?t.substring(0,40)+"...":t;return(0,s.jsx)(u.Tooltip,{title:t,children:(0,s.jsxs)("div",{className:"flex items-center space-x-2",children:[(0,s.jsx)(c.Text,{className:"text-xs font-mono",children:l}),(0,s.jsx)(p.default,{onClick:()=>eD(t),className:"cursor-pointer text-gray-500 hover:text-blue-500 w-3 h-3"})]})})},size:200},{header:"Transport",accessorKey:"transport",enableSorting:!0,cell:({row:e})=>{let t=e.original.transport;return(0,s.jsx)(h.Tag,{color:"blue",className:"text-xs uppercase",children:t})},size:100},{header:"Auth Type",accessorKey:"auth_type",enableSorting:!0,cell:({row:e})=>{let t=e.original.auth_type;return(0,s.jsx)(h.Tag,{color:"none"===t?"gray":"green",className:"text-xs capitalize",children:t})},size:100}],data:eO,isLoading:Y,defaultSorting:[{id:"server_name",desc:!1}]}),(0,s.jsx)("div",{className:"mt-8 text-center",children:(0,s.jsxs)(c.Text,{className:"text-sm text-gray-600",children:["Showing ",eO.length," of ",K?.length||0," MCP servers"]})})]},"mcp")]})})]}),(0,s.jsx)(d.Modal,{title:(0,s.jsxs)("div",{className:"flex items-center space-x-2",children:[(0,s.jsx)("span",{children:ey?.model_group||"Model Details"}),ey&&(0,s.jsx)(u.Tooltip,{title:"Copy model name",children:(0,s.jsx)(p.default,{onClick:()=>eD(ey.model_group),className:"cursor-pointer text-gray-500 hover:text-blue-500 w-4 h-4"})})]}),width:1e3,open:ej,footer:null,onOk:()=>{eb(!1),eT(null)},onCancel:()=>{eb(!1),eT(null)},children:ey&&(0,s.jsxs)("div",{className:"space-y-6",children:[(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Model Overview"}),(0,s.jsxs)("div",{className:"grid grid-cols-2 gap-4 mb-4",children:[(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Model Name:"}),(0,s.jsx)(c.Text,{children:ey.model_group})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Mode:"}),(0,s.jsx)(c.Text,{children:ey.mode||"Not 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You can pass any value where you see the"," ",(0,s.jsx)("code",{className:"bg-blue-100 px-1 py-0.5 rounded text-xs",children:"*"})," symbol."]}),(0,s.jsxs)(c.Text,{className:"text-sm text-blue-800",children:["For example, with"," ",(0,s.jsx)("code",{className:"bg-blue-100 px-1 py-0.5 rounded text-xs",children:ey.model_group}),", you can use any string (",(0,s.jsx)("code",{className:"bg-blue-100 px-1 py-0.5 rounded text-xs",children:ey.model_group.replace("*","my-custom-value")}),") that matches this pattern."]})]})]})})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Token & Cost Information"}),(0,s.jsxs)("div",{className:"grid grid-cols-2 gap-4",children:[(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Max Input Tokens:"}),(0,s.jsx)(c.Text,{children:ey.max_input_tokens?.toLocaleString()||"Not specified"})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Max Output Tokens:"}),(0,s.jsx)(c.Text,{children:ey.max_output_tokens?.toLocaleString()||"Not specified"})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Input Cost per 1M Tokens:"}),(0,s.jsx)(c.Text,{children:ey.input_cost_per_token?eR(ey.input_cost_per_token):"Not specified"})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Output Cost per 1M Tokens:"}),(0,s.jsx)(c.Text,{children:ey.output_cost_per_token?eR(ey.output_cost_per_token):"Not specified"})]})]})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Capabilities"}),(0,s.jsx)("div",{className:"flex flex-wrap gap-2",children:(P=Object.entries(ey).filter(([e,s])=>e.startsWith("supports_")&&!0===s).map(([e])=>e),L=["green","blue","purple","orange","red","yellow"],0===P.length?(0,s.jsx)(c.Text,{className:"text-gray-500",children:"No special capabilities listed"}):P.map((e,t)=>(0,s.jsx)(h.Tag,{color:L[t%L.length],children:eK(e)},e)))})]}),(ey.tpm||ey.rpm)&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Rate Limits"}),(0,s.jsxs)("div",{className:"grid grid-cols-2 gap-4",children:[ey.tpm&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Tokens per Minute:"}),(0,s.jsx)(c.Text,{children:ey.tpm.toLocaleString()})]}),ey.rpm&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Requests per Minute:"}),(0,s.jsx)(c.Text,{children:ey.rpm.toLocaleString()})]})]})]}),ey.supported_openai_params&&ey.supported_openai_params.length>0&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Supported OpenAI Parameters"}),(0,s.jsx)("div",{className:"flex flex-wrap gap-2",children:ey.supported_openai_params.map(e=>(0,s.jsx)(h.Tag,{color:"green",children:e},e))})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Usage Example"}),(0,s.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,s.jsx)("pre",{className:"text-sm",children:(0,_.generateCodeSnippet)({apiKeySource:"custom",accessToken:null,apiKey:"your_api_key",inputMessage:"Hello, how are you?",chatHistory:[{role:"user",content:"Hello, how are you?",isImage:!1}],selectedTags:[],selectedVectorStores:[],selectedGuardrails:[],selectedPolicies:[],selectedMCPServers:[],endpointType:(0,N.getEndpointType)(ey.mode||"chat"),selectedModel:ey.model_group,selectedSdk:"openai"})})}),(0,s.jsx)("div",{className:"mt-2 text-right",children:(0,s.jsx)("button",{onClick:()=>{eD((0,_.generateCodeSnippet)({apiKeySource:"custom",accessToken:null,apiKey:"your_api_key",inputMessage:"Hello, how are 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Overview"}),(0,s.jsxs)("div",{className:"grid grid-cols-2 gap-4 mb-4",children:[(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Name:"}),(0,s.jsx)(c.Text,{children:ew.name})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Version:"}),(0,s.jsx)(c.Text,{children:ew.version})]}),(0,s.jsxs)("div",{className:"col-span-2",children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Description:"}),(0,s.jsx)(c.Text,{children:ew.description})]}),ew.url&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"URL:"}),(0,s.jsx)("a",{href:ew.url,target:"_blank",rel:"noopener noreferrer",className:"text-blue-600 hover:text-blue-800 text-sm break-all",children:ew.url})]})]})]}),ew.capabilities&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Capabilities"}),(0,s.jsx)("div",{className:"flex flex-wrap gap-2",children:Object.entries(ew.capabilities).filter(([e,s])=>!0===s).map(([e])=>(0,s.jsx)(h.Tag,{color:"green",className:"capitalize",children:e},e))})]}),ew.skills&&ew.skills.length>0&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Skills"}),(0,s.jsx)("div",{className:"space-y-4",children:ew.skills.map((e,t)=>(0,s.jsxs)("div",{className:"border border-gray-200 rounded-lg p-4",children:[(0,s.jsx)("div",{className:"flex items-start justify-between mb-2",children:(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium text-base",children:e.name}),(0,s.jsx)(c.Text,{className:"text-sm text-gray-600",children:e.description})]})}),e.tags&&e.tags.length>0&&(0,s.jsx)("div",{className:"flex flex-wrap gap-1 mt-2",children:e.tags.map(e=>(0,s.jsx)(h.Tag,{color:"purple",className:"text-xs",children:e},e))})]},t))})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Input/Output Modes"}),(0,s.jsxs)("div",{className:"grid grid-cols-2 gap-4",children:[(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Input Modes:"}),(0,s.jsx)("div",{className:"flex flex-wrap gap-1 mt-1",children:(ew.defaultInputModes??[]).map(e=>(0,s.jsx)(h.Tag,{color:"blue",children:e},e))})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Output Modes:"}),(0,s.jsx)("div",{className:"flex flex-wrap gap-1 mt-1",children:(ew.defaultOutputModes??[]).map(e=>(0,s.jsx)(h.Tag,{color:"blue",children:e},e))})]})]})]}),ew.documentationUrl&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Documentation"}),(0,s.jsxs)("a",{href:ew.documentationUrl,target:"_blank",rel:"noopener noreferrer",className:"text-blue-600 hover:text-blue-800 flex items-center space-x-2",children:[(0,s.jsx)(l.ExternalLinkIcon,{className:"w-4 h-4"}),(0,s.jsx)("span",{children:"View Documentation"})]})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Usage Example (A2A Protocol)"}),(0,s.jsxs)("div",{className:"mb-4",children:[(0,s.jsx)(c.Text,{className:"text-sm font-medium mb-2 text-gray-700",children:"Step 1: Retrieve Agent Card"}),(0,s.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,s.jsx)("pre",{className:"text-xs",children:`base_url = '${ew.url}'
+
+resolver = A2ACardResolver(
+    httpx_client=httpx_client,
+    base_url=base_url,
+    # agent_card_path uses default, extended_agent_card_path also uses default
+)
+
+# Fetch Public Agent Card and Initialize Client
+final_agent_card_to_use: AgentCard | None = None
+_public_card = (
+    await resolver.get_agent_card()
+)  # Fetches from default public path - \`/agents/{agent_id}/\`
+final_agent_card_to_use = _public_card
+
+if _public_card.supports_authenticated_extended_card:
+    try:
+        auth_headers_dict = {
+            'Authorization': 'Bearer dummy-token-for-extended-card'
+        }
+        _extended_card = await resolver.get_agent_card(
+            relative_card_path=EXTENDED_AGENT_CARD_PATH,
+            http_kwargs={'headers': auth_headers_dict},
+        )
+        final_agent_card_to_use = (
+            _extended_card  # Update to use the extended card
+        )
+    except Exception as e_extended:
+        logger.warning(
+            f'Failed to fetch extended agent card: {e_extended}. Will proceed with public card.',
+            exc_info=True,
+        )`})}),(0,s.jsx)("div",{className:"mt-2 text-right",children:(0,s.jsx)("button",{onClick:()=>{eD(`from a2a.client import A2ACardResolver, A2AClient
+from a2a.types import (
+    AgentCard,
+    MessageSendParams,
+    SendMessageRequest,
+    SendStreamingMessageRequest,
+)
+from a2a.utils.constants import (
+    AGENT_CARD_WELL_KNOWN_PATH,
+    EXTENDED_AGENT_CARD_PATH,
+)
+
+base_url = '${ew.url}'
+
+resolver = A2ACardResolver(
+    httpx_client=httpx_client,
+    base_url=base_url,
+    # agent_card_path uses default, extended_agent_card_path also uses default
+)
+
+# Fetch Public Agent Card and Initialize Client
+final_agent_card_to_use: AgentCard | None = None
+_public_card = (
+    await resolver.get_agent_card()
+)  # Fetches from default public path - \`/agents/{agent_id}/\`
+final_agent_card_to_use = _public_card
+
+if _public_card.supports_authenticated_extended_card:
+    try:
+        auth_headers_dict = {
+            'Authorization': 'Bearer dummy-token-for-extended-card'
+        }
+        _extended_card = await resolver.get_agent_card(
+            relative_card_path=EXTENDED_AGENT_CARD_PATH,
+            http_kwargs={'headers': auth_headers_dict},
+        )
+        final_agent_card_to_use = (
+            _extended_card  # Update to use the extended card
+        )
+    except Exception as e_extended:
+        logger.warning(
+            f'Failed to fetch extended agent card: {e_extended}. Will proceed with public card.',
+            exc_info=True,
+        )`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-sm font-medium mb-2 text-gray-700",children:"Step 2: Call the Agent"}),(0,s.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,s.jsx)("pre",{className:"text-xs",children:`client = A2AClient(
+    httpx_client=httpx_client, agent_card=final_agent_card_to_use
+)
+
+send_message_payload: dict[str, Any] = {
+    'message': {
+        'role': 'user',
+        'parts': [
+            {'kind': 'text', 'text': 'how much is 10 USD in INR?'}
+        ],
+        'messageId': uuid4().hex,
+    },
+}
+request = SendMessageRequest(
+    id=str(uuid4()), params=MessageSendParams(**send_message_payload)
+)
+
+response = await client.send_message(request)
+print(response.model_dump(mode='json', exclude_none=True))`})}),(0,s.jsx)("div",{className:"mt-2 text-right",children:(0,s.jsx)("button",{onClick:()=>{eD(`client = A2AClient(
+    httpx_client=httpx_client, agent_card=final_agent_card_to_use
+)
+
+send_message_payload: dict[str, Any] = {
+    'message': {
+        'role': 'user',
+        'parts': [
+            {'kind': 'text', 'text': 'how much is 10 USD in INR?'}
+        ],
+        'messageId': uuid4().hex,
+    },
+}
+request = SendMessageRequest(
+    id=str(uuid4()), params=MessageSendParams(**send_message_payload)
+)
+
+response = await client.send_message(request)
+print(response.model_dump(mode='json', exclude_none=True))`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]})]})]})}),(0,s.jsx)(d.Modal,{title:(0,s.jsxs)("div",{className:"flex items-center space-x-2",children:[(0,s.jsx)("span",{children:eC?.server_name||"MCP Server Details"}),eC&&(0,s.jsx)(u.Tooltip,{title:"Copy server name",children:(0,s.jsx)(p.default,{onClick:()=>eD(eC.server_name),className:"cursor-pointer text-gray-500 hover:text-blue-500 w-4 h-4"})})]}),width:1e3,open:e_,footer:null,onOk:()=>{eN(!1),eA(null)},onCancel:()=>{eN(!1),eA(null)},children:eC&&(0,s.jsxs)("div",{className:"space-y-6",children:[(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Server Overview"}),(0,s.jsxs)("div",{className:"grid grid-cols-2 gap-4 mb-4",children:[(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Server Name:"}),(0,s.jsx)(c.Text,{children:eC.server_name})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Transport:"}),(0,s.jsx)(h.Tag,{color:"blue",children:eC.transport})]}),eC.alias&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Alias:"}),(0,s.jsx)(c.Text,{children:eC.alias})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Auth Type:"}),(0,s.jsx)(h.Tag,{color:"none"===eC.auth_type?"gray":"green",children:eC.auth_type})]}),(0,s.jsxs)("div",{className:"col-span-2",children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"Description:"}),(0,s.jsx)(c.Text,{children:eC.mcp_info?.description||"-"})]}),(0,s.jsxs)("div",{className:"col-span-2",children:[(0,s.jsx)(c.Text,{className:"font-medium",children:"URL:"}),(0,s.jsxs)("a",{href:eC.url,target:"_blank",rel:"noopener noreferrer",className:"text-blue-600 hover:text-blue-800 text-sm break-all flex items-center space-x-2",children:[(0,s.jsx)("span",{children:eC.url}),(0,s.jsx)(l.ExternalLinkIcon,{className:"w-4 h-4"})]})]})]})]}),eC.mcp_info&&Object.keys(eC.mcp_info).length>0&&(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Additional Information"}),(0,s.jsx)("div",{className:"bg-gray-50 p-4 rounded-lg",children:(0,s.jsx)("pre",{className:"text-xs overflow-x-auto",children:JSON.stringify(eC.mcp_info,null,2)})})]}),(0,s.jsxs)("div",{children:[(0,s.jsx)(c.Text,{className:"text-lg font-semibold mb-4",children:"Usage Example"}),(0,s.jsx)("div",{className:"bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto",children:(0,s.jsx)("pre",{className:"text-sm",children:`# Using MCP Server with Python FastMCP
+
+from fastmcp import Client
+import asyncio
+
+# Standard MCP configuration
+config = {
+    "mcpServers": {
+        "${eC.server_name}": {
+            "url": "http://localhost:4000/${eC.server_name}/mcp",
+            "headers": {
+                "x-litellm-api-key": "Bearer sk-1234"
+            }
+        }
+    }
+}
+
+# Create a client that connects to the server
+client = Client(config)
+
+async def main():
+    async with client:
+        # List available tools
+        tools = await client.list_tools()
+        print(f"Available tools: {[tool.name for tool in tools]}")
+
+        # Call a tool
+        response = await client.call_tool(
+            name="tool_name", 
+            arguments={"arg": "value"}
+        )
+        print(f"Response: {response}")
+
+if __name__ == "__main__":
+    asyncio.run(main())`})}),(0,s.jsx)("div",{className:"mt-2 text-right",children:(0,s.jsx)("button",{onClick:()=>{eD(`# Using MCP Server with Python FastMCP
+
+from fastmcp import Client
+import asyncio
+
+# Standard MCP configuration
+config = {
+    "mcpServers": {
+        "${eC.server_name}": {
+            "url": "http://localhost:4000/${eC.server_name}/mcp",
+            "headers": {
+                "x-litellm-api-key": "Bearer sk-1234"
+            }
+        }
+    }
+}
+
+# Create a client that connects to the server
+client = Client(config)
+
+async def main():
+    async with client:
+        # List available tools
+        tools = await client.list_tools()
+        print(f"Available tools: {[tool.name for tool in tools]}")
+
+        # Call a tool
+        response = await client.call_tool(
+            name="tool_name", 
+            arguments={"arg": "value"}
+        )
+        print(f"Response: {response}")
+
+if __name__ == "__main__":
+    asyncio.run(main())`)},className:"text-sm text-blue-600 hover:text-blue-800 cursor-pointer",children:"Copy to clipboard"})})]})]})})]})})}],976883)}]);
\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/9b539d4d807cee27.js b/litellm/proxy/_experimental/out/_next/static/chunks/9b539d4d807cee27.js
deleted file mode 100644
index 657c8f9bae..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/9b539d4d807cee27.js
+++ /dev/null
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+
+client = openai.AzureOpenAI(
+	api_key="${v||"YOUR_LITELLM_API_KEY"}",
+	azure_endpoint="${y}",
+	api_version="2024-02-01"
+)`:`import openai
+
+client = openai.OpenAI(
+	api_key="${v||"YOUR_LITELLM_API_KEY"}",
+	base_url="${y}"
+)`;switch(h){case s.CHAT:{let e=Object.keys(k).length>0,i="";if(e){let e=JSON.stringify({metadata:k},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();i=`,
+    extra_body=${e}`}let a=E.length>0?E:[{role:"user",content:w}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.chat.completions.create(
+    model="${I}",
+    messages=${JSON.stringify(a,null,4)}${i}
+)
+
+print(response)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
+# response_with_file = client.chat.completions.create(
+#     model="${I}",
+#     messages=[
+#         {
+#             "role": "user",
+#             "content": [
+#                 {
+#                     "type": "text",
+#                     "text": "${N}"
+#                 },
+#                 {
+#                     "type": "image_url",
+#                     "image_url": {
+#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}
+#                     }
+#                 }
+#             ]
+#         }
+#     ]${i}
+# )
+# print(response_with_file)
+`;break}case s.RESPONSES:{let e=Object.keys(k).length>0,i="";if(e){let e=JSON.stringify({metadata:k},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();i=`,
+    extra_body=${e}`}let a=E.length>0?E:[{role:"user",content:w}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.responses.create(
+    model="${I}",
+    input=${JSON.stringify(a,null,4)}${i}
+)
+
+print(response.output_text)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
+# response_with_file = client.responses.create(
+#     model="${I}",
+#     input=[
+#         {
+#             "role": "user",
+#             "content": [
+#                 {"type": "input_text", "text": "${N}"},
+#                 {
+#                     "type": "input_image",
+#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}
+#                 },
+#             ],
+#         }
+#     ]${i}
+# )
+# print(response_with_file.output_text)
+`;break}case s.IMAGE:t="azure"===x?`
+# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
+# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
+# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
+import os
+import requests
+import json
+import time
+from PIL import Image
+
+result = client.images.generate(
+	model="${I}",
+	prompt="${n}",
+	n=1
+)
+
+json_response = json.loads(result.model_dump_json())
+
+# Set the directory for the stored image
+image_dir = os.path.join(os.curdir, 'images')
+
+# If the directory doesn't exist, create it
+if not os.path.isdir(image_dir):
+	os.mkdir(image_dir)
+
+# Initialize the image path
+image_filename = f"generated_image_{int(time.time())}.png"
+image_path = os.path.join(image_dir, image_filename)
+
+try:
+	# Retrieve the generated image
+	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
+			image_url = json_response["data"][0]["url"]
+			generated_image = requests.get(image_url).content
+			with open(image_path, "wb") as image_file:
+					image_file.write(generated_image)
+
+			print(f"Image saved to {image_path}")
+			# Display the image
+			image = Image.open(image_path)
+			image.show()
+	else:
+			print("Could not find image URL in response.")
+			print("Full response:", json_response)
+except Exception as e:
+	print(f"An error occurred: {e}")
+	print("Full response:", json_response)
+`:`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+	# In a real implementation, this would upload the file to OpenAI
+	# For this example, we'll just return a placeholder ID
+	return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${N}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${I}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`;break;case s.IMAGE_EDITS:t="azure"===x?`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# The prompt entered by the user
+prompt = "${N}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${I}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`:`
+import base64
+import os
+import time
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+	# In a real implementation, this would upload the file to OpenAI
+	# For this example, we'll just return a placeholder ID
+	return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${N}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${I}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`;break;case s.EMBEDDINGS:t=`
+response = client.embeddings.create(
+	input="${n||"Your string here"}",
+	model="${I}",
+	encoding_format="base64" # or "float"
+)
+
+print(response.data[0].embedding)
+`;break;case s.TRANSCRIPTION:t=`
+# Open the audio file
+audio_file = open("path/to/your/audio/file.mp3", "rb")
+
+# Make the transcription request
+response = client.audio.transcriptions.create(
+	model="${I}",
+	file=audio_file${n?`,
+	prompt="${n.replace(/"/g,'\\"')}"`:""}
+)
+
+print(response.text)
+`;break;case s.SPEECH:t=`
+# Make the text-to-speech request
+response = client.audio.speech.create(
+	model="${I}",
+	input="${n||"Your text to convert to speech here"}",
+	voice="${f}"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
+)
+
+# Save the audio to a file
+output_filename = "output_speech.mp3"
+response.stream_to_file(output_filename)
+print(f"Audio saved to {output_filename}")
+
+# Optional: Customize response format and speed
+# response = client.audio.speech.create(
+#     model="${I}",
+#     input="${n||"Your text to convert to speech here"}",
+#     voice="alloy",
+#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm
+#     speed=1.0  # Range: 0.25 to 4.0
+# )
+# response.stream_to_file("output_speech.mp3")
+`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${T}
+${t}`}],190272)},872934,e=>{"use strict";e.i(247167);var t=e.i(931067),i=e.i(271645);let a={icon:{tag:"svg",attrs:{"fill-rule":"evenodd",viewBox:"64 64 896 896",focusable:"false"},children:[{tag:"path",attrs:{d:"M880 912H144c-17.7 0-32-14.3-32-32V144c0-17.7 14.3-32 32-32h360c4.4 0 8 3.6 8 8v56c0 4.4-3.6 8-8 8H184v656h656V520c0-4.4 3.6-8 8-8h56c4.4 0 8 3.6 8 8v360c0 17.7-14.3 32-32 32zM770.87 199.13l-52.2-52.2a8.01 8.01 0 014.7-13.6l179.4-21c5.1-.6 9.5 3.7 8.9 8.9l-21 179.4c-.8 6.6-8.9 9.4-13.6 4.7l-52.4-52.4-256.2 256.2a8.03 8.03 0 01-11.3 0l-42.4-42.4a8.03 8.03 0 010-11.3l256.1-256.3z"}}]},name:"export",theme:"outlined"};var s=e.i(9583),r=i.forwardRef(function(e,r){return i.createElement(s.default,(0,t.default)({},e,{ref:r,icon:a}))});e.s(["ExportOutlined",0,r],872934)},518617,e=>{"use strict";e.i(247167);var t=e.i(931067),i=e.i(271645);let a={icon:{tag:"svg",attrs:{"fill-rule":"evenodd",viewBox:"64 64 896 896",focusable:"false"},children:[{tag:"path",attrs:{d:"M512 64c247.4 0 448 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pt-2 border-t border-gray-100 text-xs text-gray-500 flex flex-wrap gap-3",children:[void 0!==e&&(0,n.jsx)(o.Tooltip,{title:"Time to first token",children:(0,n.jsxs)("div",{className:"flex items-center",children:[(0,n.jsx)(l.ClockCircleOutlined,{className:"mr-1"}),(0,n.jsxs)("span",{children:["TTFT: ",(e/1e3).toFixed(2),"s"]})]})}),void 0!==t&&(0,n.jsx)(o.Tooltip,{title:"Total latency",children:(0,n.jsxs)("div",{className:"flex items-center",children:[(0,n.jsx)(l.ClockCircleOutlined,{className:"mr-1"}),(0,n.jsxs)("span",{children:["Total Latency: ",(t/1e3).toFixed(2),"s"]})]})}),i?.promptTokens!==void 0&&(0,n.jsx)(o.Tooltip,{title:"Prompt tokens",children:(0,n.jsxs)("div",{className:"flex items-center",children:[(0,n.jsx)(p,{className:"mr-1"}),(0,n.jsxs)("span",{children:["In: ",i.promptTokens]})]})}),i?.completionTokens!==void 0&&(0,n.jsx)(o.Tooltip,{title:"Completion tokens",children:(0,n.jsxs)("div",{className:"flex 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\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/a6effb44cc0c9028.js b/litellm/proxy/_experimental/out/_next/static/chunks/a6effb44cc0c9028.js
new file mode 100644
index 0000000000..9d765908e4
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/a6effb44cc0c9028.js
@@ -0,0 +1 @@
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new file mode 100644
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new file mode 100644
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new file mode 100644
index 0000000000..2dd4d62b54
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/ae615fbed4c01ba7.js
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new file mode 100644
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new file mode 100644
index 0000000000..b3a7e3b98c
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index 10b7dc82ad..0000000000
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deleted file mode 100644
index d3371cb35d..0000000000
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new file mode 100644
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similarity index 53%
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fromReadableStream(e){let t=new t$;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,s){let r=new t$;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...s,headers:{...s?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},eE(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,s){let r=s?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),eE(this,c,"m",E).call(this);let{response:a,data:n}=await e.create({...t,stream:!0},{...s,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(a),n))eE(this,c,"m",C).call(this,e);if(n.controller.signal?.aborted)throw new eR;eE(this,c,"m",T).call(this)}_connected(e){this.ended||(ek(this,j,e,"f"),ek(this,_,e?.headers.get("request-id"),"f"),eE(this,m,"f").call(this,e),this._emit("connect"))}get ended(){return eE(this,x,"f")}get errored(){return eE(this,b,"f")}get aborted(){return eE(this,v,"f")}abort(){this.controller.abort()}on(e,t){return(eE(this,y,"f")[e]||(eE(this,y,"f")[e]=[])).push({listener:t}),this}off(e,t){let s=eE(this,y,"f")[e];if(!s)return this;let r=s.findIndex(e=>e.listener===t);return r>=0&&s.splice(r,1),this}once(e,t){return(eE(this,y,"f")[e]||(eE(this,y,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,s)=>{ek(this,w,!0,"f"),"error"!==e&&this.once("error",s),this.once(e,t)})}async done(){ek(this,w,!0,"f"),await eE(this,h,"f")}get currentMessage(){return eE(this,d,"f")}async finalMessage(){return await this.done(),eE(this,c,"m",S).call(this)}async finalText(){return await this.done(),eE(this,c,"m",N).call(this)}_emit(e,...t){if(eE(this,x,"f"))return;"end"===e&&(ek(this,x,!0,"f"),eE(this,f,"f").call(this));let s=eE(this,y,"f")[e];if(s&&(eE(this,y,"f")[e]=s.filter(e=>!e.once),s.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];eE(this,w,"f")||s?.length||Promise.reject(e),eE(this,p,"f").call(this,e),eE(this,g,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];eE(this,w,"f")||s?.length||Promise.reject(e),eE(this,p,"f").call(this,e),eE(this,g,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",eE(this,c,"m",S).call(this))}async _fromReadableStream(e,t){let s=t?.signal;s&&(s.aborted&&this.controller.abort(),s.addEventListener("abort",()=>this.controller.abort())),eE(this,c,"m",E).call(this),this._connected(null);let r=ts.fromReadableStream(e,this.controller);for await(let e of r)eE(this,c,"m",C).call(this,e);if(r.controller.signal?.aborted)throw new eR;eE(this,c,"m",T).call(this)}[(d=new WeakMap,u=new WeakMap,m=new WeakMap,p=new WeakMap,h=new WeakMap,f=new WeakMap,g=new WeakMap,y=new WeakMap,x=new WeakMap,b=new WeakMap,v=new WeakMap,w=new WeakMap,j=new WeakMap,_=new WeakMap,k=new WeakMap,c=new WeakSet,S=function(){if(0===this.receivedMessages.length)throw new eP("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},N=function(){if(0===this.receivedMessages.length)throw new eP("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 eP("stream ended without producing a content block with type=text");return e.join(" ")},E=function(){this.ended||ek(this,d,void 0,"f")},C=function(e){if(this.ended)return;let t=eE(this,c,"m",A).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let s=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===s.type&&this._emit("text",e.delta.text,s.text||"");break;case"citations_delta":"text"===s.type&&this._emit("citation",e.delta.citation,s.citations??[]);break;case"input_json_delta":tL(s)&&s.input&&this._emit("inputJson",e.delta.partial_json,s.input);break;case"thinking_delta":"thinking"===s.type&&this._emit("thinking",e.delta.thinking,s.thinking);break;case"signature_delta":"thinking"===s.type&&this._emit("signature",s.signature);break;default:tU(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":ek(this,d,t,"f")}},T=function(){if(this.ended)throw new eP("stream has ended, this shouldn't happen");let e=eE(this,d,"f");if(!e)throw new eP("request ended without sending any chunks");return ek(this,d,void 0,"f"),e},A=function(e){let t=eE(this,d,"f");if("message_start"===e.type){if(t)throw new eP(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new eP(`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 s=t.content.at(e.index);switch(e.delta.type){case"text_delta":s?.type==="text"&&(s.text+=e.delta.text);break;case"citations_delta":s?.type==="text"&&(s.citations??(s.citations=[]),s.citations.push(e.delta.citation));break;case"input_json_delta":if(s&&tL(s)){let t=s[tM]||"";if(Object.defineProperty(s,tM,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t)try{s.input=tI(t)}catch(s){let e=new eP(`Unable to parse tool parameter JSON from model. Please retry your request or adjust your prompt. Error: ${s}. JSON: ${t}`);eE(this,k,"f").call(this,e)}}break;case"thinking_delta":s?.type==="thinking"&&(s.thinking+=e.delta.thinking);break;case"signature_delta":s?.type==="thinking"&&(s.signature=e.delta.signature);break;default:tU(e.delta)}return t}}},Symbol.asyncIterator)](){let e=[],t=[],s=!1;return this.on("streamEvent",s=>{let r=t.shift();r?r.resolve(s):e.push(s)}),this.on("end",()=>{for(let e of(s=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:s?{value:void 0,done:!0}:new Promise((e,s)=>t.push({resolve:e,reject:s})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new ts(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function tU(e){}let tD={"claude-opus-4-20250514":8192,"claude-opus-4-0":8192,"claude-4-opus-20250514":8192,"anthropic.claude-opus-4-20250514-v1:0":8192,"claude-opus-4@20250514":8192},tB={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};class tq extends t_{constructor(){super(...arguments),this.batches=new tO(this._client)}create(e,t){let{betas:s,...r}=e;r.model in tB&&console.warn(`The model '${r.model}' is deprecated and will reach end-of-life on ${tB[r.model]}
-Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let a=this._client._options.timeout;if(!r.stream&&null==a){let e=tD[r.model]??void 0;a=this._client.calculateNonstreamingTimeout(r.max_tokens,e)}return this._client.post("/v1/messages?beta=true",{body:r,timeout:a??6e5,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}stream(e,t){return t$.createMessage(this,e,t)}countTokens(e,t){let{betas:s,...r}=e;return this._client.post("/v1/messages/count_tokens?beta=true",{body:r,...t,headers:tk([{"anthropic-beta":[...s??[],"token-counting-2024-11-01"].toString()},t?.headers])})}}tq.Batches=tO;class tz extends t_{constructor(){super(...arguments),this.models=new tA(this._client),this.messages=new tq(this._client),this.files=new tT(this._client)}}tz.Models=tA,tz.Messages=tq,tz.Files=tT;class tF extends t_{create(e,t){let{betas:s,...r}=e;return this._client.post("/v1/complete",{body:r,timeout:this._client._options.timeout??6e5,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}}let tW="__json_buf";function tH(e){return"tool_use"===e.type||"server_tool_use"===e.type}class tJ{constructor(){P.add(this),this.messages=[],this.receivedMessages=[],O.set(this,void 0),this.controller=new AbortController,R.set(this,void 0),I.set(this,()=>{}),M.set(this,()=>{}),L.set(this,void 0),$.set(this,()=>{}),U.set(this,()=>{}),D.set(this,{}),B.set(this,!1),q.set(this,!1),z.set(this,!1),F.set(this,!1),W.set(this,void 0),H.set(this,void 0),V.set(this,e=>{if(ek(this,q,!0,"f"),eT(e)&&(e=new eR),e instanceof eR)return ek(this,z,!0,"f"),this._emit("abort",e);if(e instanceof eP)return this._emit("error",e);if(e instanceof Error){let t=new eP(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new eP(String(e)))}),ek(this,R,new Promise((e,t)=>{ek(this,I,e,"f"),ek(this,M,t,"f")}),"f"),ek(this,L,new Promise((e,t)=>{ek(this,$,e,"f"),ek(this,U,t,"f")}),"f"),eE(this,R,"f").catch(()=>{}),eE(this,L,"f").catch(()=>{})}get response(){return eE(this,W,"f")}get request_id(){return eE(this,H,"f")}async withResponse(){let e=await eE(this,R,"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 tJ;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,s){let r=new tJ;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...s,headers:{...s?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},eE(this,V,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,s){let r=s?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),eE(this,P,"m",K).call(this);let{response:a,data:n}=await e.create({...t,stream:!0},{...s,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(a),n))eE(this,P,"m",X).call(this,e);if(n.controller.signal?.aborted)throw new eR;eE(this,P,"m",Y).call(this)}_connected(e){this.ended||(ek(this,W,e,"f"),ek(this,H,e?.headers.get("request-id"),"f"),eE(this,I,"f").call(this,e),this._emit("connect"))}get ended(){return eE(this,B,"f")}get errored(){return eE(this,q,"f")}get aborted(){return eE(this,z,"f")}abort(){this.controller.abort()}on(e,t){return(eE(this,D,"f")[e]||(eE(this,D,"f")[e]=[])).push({listener:t}),this}off(e,t){let s=eE(this,D,"f")[e];if(!s)return this;let r=s.findIndex(e=>e.listener===t);return r>=0&&s.splice(r,1),this}once(e,t){return(eE(this,D,"f")[e]||(eE(this,D,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,s)=>{ek(this,F,!0,"f"),"error"!==e&&this.once("error",s),this.once(e,t)})}async done(){ek(this,F,!0,"f"),await eE(this,L,"f")}get currentMessage(){return eE(this,O,"f")}async finalMessage(){return await this.done(),eE(this,P,"m",J).call(this)}async finalText(){return await this.done(),eE(this,P,"m",G).call(this)}_emit(e,...t){if(eE(this,B,"f"))return;"end"===e&&(ek(this,B,!0,"f"),eE(this,$,"f").call(this));let s=eE(this,D,"f")[e];if(s&&(eE(this,D,"f")[e]=s.filter(e=>!e.once),s.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];eE(this,F,"f")||s?.length||Promise.reject(e),eE(this,M,"f").call(this,e),eE(this,U,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];eE(this,F,"f")||s?.length||Promise.reject(e),eE(this,M,"f").call(this,e),eE(this,U,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",eE(this,P,"m",J).call(this))}async _fromReadableStream(e,t){let s=t?.signal;s&&(s.aborted&&this.controller.abort(),s.addEventListener("abort",()=>this.controller.abort())),eE(this,P,"m",K).call(this),this._connected(null);let r=ts.fromReadableStream(e,this.controller);for await(let e of r)eE(this,P,"m",X).call(this,e);if(r.controller.signal?.aborted)throw new eR;eE(this,P,"m",Y).call(this)}[(O=new WeakMap,R=new WeakMap,I=new WeakMap,M=new WeakMap,L=new WeakMap,$=new WeakMap,U=new WeakMap,D=new WeakMap,B=new WeakMap,q=new WeakMap,z=new WeakMap,F=new WeakMap,W=new WeakMap,H=new WeakMap,V=new WeakMap,P=new WeakSet,J=function(){if(0===this.receivedMessages.length)throw new eP("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},G=function(){if(0===this.receivedMessages.length)throw new eP("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 eP("stream ended without producing a content block with type=text");return e.join(" ")},K=function(){this.ended||ek(this,O,void 0,"f")},X=function(e){if(this.ended)return;let t=eE(this,P,"m",Q).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let s=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===s.type&&this._emit("text",e.delta.text,s.text||"");break;case"citations_delta":"text"===s.type&&this._emit("citation",e.delta.citation,s.citations??[]);break;case"input_json_delta":tH(s)&&s.input&&this._emit("inputJson",e.delta.partial_json,s.input);break;case"thinking_delta":"thinking"===s.type&&this._emit("thinking",e.delta.thinking,s.thinking);break;case"signature_delta":"thinking"===s.type&&this._emit("signature",s.signature);break;default:tG(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":ek(this,O,t,"f")}},Y=function(){if(this.ended)throw new eP("stream has ended, this shouldn't happen");let e=eE(this,O,"f");if(!e)throw new eP("request ended without sending any chunks");return ek(this,O,void 0,"f"),e},Q=function(e){let t=eE(this,O,"f");if("message_start"===e.type){if(t)throw new eP(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new eP(`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 s=t.content.at(e.index);switch(e.delta.type){case"text_delta":s?.type==="text"&&(s.text+=e.delta.text);break;case"citations_delta":s?.type==="text"&&(s.citations??(s.citations=[]),s.citations.push(e.delta.citation));break;case"input_json_delta":if(s&&tH(s)){let t=s[tW]||"";Object.defineProperty(s,tW,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t&&(s.input=tI(t))}break;case"thinking_delta":s?.type==="thinking"&&(s.thinking+=e.delta.thinking);break;case"signature_delta":s?.type==="thinking"&&(s.signature=e.delta.signature);break;default:tG(e.delta)}return t}}},Symbol.asyncIterator)](){let e=[],t=[],s=!1;return this.on("streamEvent",s=>{let r=t.shift();r?r.resolve(s):e.push(s)}),this.on("end",()=>{for(let e of(s=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:s?{value:void 0,done:!0}:new Promise((e,s)=>t.push({resolve:e,reject:s})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new ts(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function tG(e){}class tV extends t_{create(e,t){return this._client.post("/v1/messages/batches",{body:e,...t})}retrieve(e,t){return this._client.get(tC`/v1/messages/batches/${e}`,t)}list(e={},t){return this._client.getAPIList("/v1/messages/batches",tu,{query:e,...t})}delete(e,t){return this._client.delete(tC`/v1/messages/batches/${e}`,t)}cancel(e,t){return this._client.post(tC`/v1/messages/batches/${e}/cancel`,t)}async results(e,t){let s=await this.retrieve(e);if(!s.results_url)throw new eP(`No batch \`results_url\`; Has it finished processing? ${s.processing_status} - ${s.id}`);return this._client.get(s.results_url,{...t,headers:tk([{Accept:"application/binary"},t?.headers]),stream:!0,__binaryResponse:!0})._thenUnwrap((e,t)=>tP.fromResponse(t.response,t.controller))}}class tK extends t_{constructor(){super(...arguments),this.batches=new tV(this._client)}create(e,t){e.model in tX&&console.warn(`The model '${e.model}' is deprecated and will reach end-of-life on ${tX[e.model]}
-Please migrate to a newer model. 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i=tk([n,{Accept:"application/json","User-Agent":this.getUserAgent(),"X-Stainless-Retry-Count":String(a),...e.timeout?{"X-Stainless-Timeout":String(Math.trunc(e.timeout/1e3))}:{},...s??(s=(()=>{let e="u">typeof Deno&&null!=Deno.build?"deno":"u">typeof EdgeRuntime?"edge":"[object process]"===Object.prototype.toString.call(void 0!==globalThis.process?globalThis.process:0)?"node":"unknown";if("deno"===e)return{"X-Stainless-Lang":"js","X-Stainless-Package-Version":e1,"X-Stainless-OS":e4(Deno.build.os),"X-Stainless-Arch":e2(Deno.build.arch),"X-Stainless-Runtime":"deno","X-Stainless-Runtime-Version":"string"==typeof Deno.version?Deno.version:Deno.version?.deno??"unknown"};if("u">typeof 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t?{"X-Stainless-Lang":"js","X-Stainless-Package-Version":e1,"X-Stainless-OS":"Unknown","X-Stainless-Arch":"unknown","X-Stainless-Runtime":`browser:${t.browser}`,"X-Stainless-Runtime-Version":t.version}:{"X-Stainless-Lang":"js","X-Stainless-Package-Version":e1,"X-Stainless-OS":"Unknown","X-Stainless-Arch":"unknown","X-Stainless-Runtime":"unknown","X-Stainless-Runtime-Version":"unknown"}})()),...this._options.dangerouslyAllowBrowser?{"anthropic-dangerous-direct-browser-access":"true"}:void 0,"anthropic-version":"2023-06-01"},this.authHeaders(e),this._options.defaultHeaders,r,e.headers]);return this.validateHeaders(i),i.values}buildBody({options:{body:e,headers:t}}){if(!e)return{bodyHeaders:void 0,body:void 0};let s=tk([t]);return ArrayBuffer.isView(e)||e instanceof ArrayBuffer||e instanceof DataView||"string"==typeof e&&s.values.has("content-type")||e instanceof Blob||e instanceof FormData||e instanceof URLSearchParams||globalThis.ReadableStream&&e instanceof globalThis.ReadableStream?{bodyHeaders:void 0,body:e}:"object"==typeof e&&(Symbol.asyncIterator in e||Symbol.iterator in e&&"next"in e&&"function"==typeof e.next)?{bodyHeaders:void 0,body:e5(e)}:eE(this,Z,"f").call(this,{body:e,headers:s})}}Z=new WeakMap,tZ.Anthropic=tZ,tZ.HUMAN_PROMPT="\n\nHuman:",tZ.AI_PROMPT="\n\nAssistant:",tZ.DEFAULT_TIMEOUT=6e5,tZ.AnthropicError=eP,tZ.APIError=eO,tZ.APIConnectionError=eI,tZ.APIConnectionTimeoutError=eM,tZ.APIUserAbortError=eR,tZ.NotFoundError=eD,tZ.ConflictError=eB,tZ.RateLimitError=ez,tZ.BadRequestError=eL,tZ.AuthenticationError=e$,tZ.InternalServerError=eF,tZ.PermissionDeniedError=eU,tZ.UnprocessableEntityError=eq,tZ.toFile=tw;class t0 extends tZ{constructor(){super(...arguments),this.completions=new tF(this),this.messages=new tK(this),this.models=new tY(this),this.beta=new tz(this)}}t0.Completions=tF,t0.Messages=tK,t0.Models=tY,t0.Beta=tz;let{HUMAN_PROMPT:t1,AI_PROMPT:t2}=t0;var t4=e.i(727749);async function t3(e,t,s,r,a=[],n,i,o,l,c,d,u,m,p,h){if(!r)throw Error("Virtual Key is required");console.log=function(){};let f=h||(0,ej.getProxyBaseUrl)(),g={};a&&a.length>0&&(g["x-litellm-tags"]=a.join(","));let y=new t0({apiKey:r,baseURL:f,dangerouslyAllowBrowser:!0,defaultHeaders:g});try{let r=Date.now(),a=!1,p={model:s,messages:e.map(e=>({role:e.role,content:e.content})),stream:!0,max_tokens:1024,litellm_trace_id:c};for await(let e of(d&&(p.vector_store_ids=d),u&&(p.guardrails=u),m&&(p.policies=m),y.messages.stream(p,{signal:n}))){if(console.log("Stream event:",e),"content_block_delta"===e.type){let n=e.delta;if(!a){a=!0;let e=Date.now()-r;console.log("First token received! Time:",e,"ms"),o&&o(e)}"text_delta"===n.type?t("assistant",n.text,s):"reasoning_delta"===n.type&&i&&i(n.text)}if("message_delta"===e.type&&e.usage&&l){let t=e.usage;console.log("Usage data found:",t);let s={completionTokens:t.output_tokens,promptTokens:t.input_tokens,totalTokens:t.input_tokens+t.output_tokens};l(s)}}}catch(e){throw n?.aborted?console.log("Anthropic messages request was cancelled"):t4.default.fromBackend(`Error occurred while generating model response. Please try again. Error: ${e}`),e}}e.s(["makeAnthropicMessagesRequest",()=>t3],434788);var t5=e.i(356449);async function t6(e,t,s,r,a,n,i,o,l,c){console.log=function(){},console.log("isLocal:",!1);let d=c||(0,ej.getProxyBaseUrl)(),u=new t5.default.OpenAI({apiKey:a,baseURL:d,dangerouslyAllowBrowser:!0,defaultHeaders:n&&n.length>0?{"x-litellm-tags":n.join(",")}:void 0});try{let a=await u.audio.speech.create({model:r,input:e,voice:t,...o?{response_format:o}:{},...l?{speed:l}:{}},{signal:i}),n=await a.blob(),c=URL.createObjectURL(n);s(c,r)}catch(e){throw i?.aborted?console.log("Audio speech request was cancelled"):t4.default.fromBackend(`Error occurred while generating speech. Please try again. 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Please use expo/fetch: https://docs.expo.dev/versions/latest/sdk/expo/#expofetch-api");throw new eO("Attempted to iterate over a response with no body")}return new tO(e6(e.body),t)}}class tP extends tS{create(e,t){let{betas:s,...r}=e;return this._client.post("/v1/messages/batches?beta=true",{body:r,...t,headers:tk([{"anthropic-beta":[...s??[],"message-batches-2024-09-24"].toString()},t?.headers])})}retrieve(e,t={},s){let{betas:r}=t??{};return this._client.get(tC`/v1/messages/batches/${e}?beta=true`,{...s,headers:tk([{"anthropic-beta":[...r??[],"message-batches-2024-09-24"].toString()},s?.headers])})}list(e={},t){let{betas:s,...r}=e??{};return this._client.getAPIList("/v1/messages/batches?beta=true",tu,{query:r,...t,headers:tk([{"anthropic-beta":[...s??[],"message-batches-2024-09-24"].toString()},t?.headers])})}delete(e,t={},s){let{betas:r}=t??{};return this._client.delete(tC`/v1/messages/batches/${e}?beta=true`,{...s,headers:tk([{"anthropic-beta":[...r??[],"message-batches-2024-09-24"].toString()},s?.headers])})}cancel(e,t={},s){let{betas:r}=t??{};return this._client.post(tC`/v1/messages/batches/${e}/cancel?beta=true`,{...s,headers:tk([{"anthropic-beta":[...r??[],"message-batches-2024-09-24"].toString()},s?.headers])})}async results(e,t={},s){let r=await this.retrieve(e);if(!r.results_url)throw new eO(`No batch \`results_url\`; Has it finished processing? ${r.processing_status} - ${r.id}`);let{betas:a}=t??{};return this._client.get(r.results_url,{...s,headers:tk([{"anthropic-beta":[...a??[],"message-batches-2024-09-24"].toString(),Accept:"application/binary"},s?.headers]),stream:!0,__binaryResponse:!0})._thenUnwrap((e,t)=>tO.fromResponse(t.response,t.controller))}}let tR=e=>{if(0===e.length)return e;let t=e[e.length-1];switch(t.type){case"separator":return tR(e=e.slice(0,e.length-1));case"number":let 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fromReadableStream(e){let t=new t$;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,s){let r=new t$;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...s,headers:{...s?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},eE(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,s){let r=s?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),eE(this,c,"m",E).call(this);let{response:a,data:n}=await e.create({...t,stream:!0},{...s,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(a),n))eE(this,c,"m",C).call(this,e);if(n.controller.signal?.aborted)throw new eR;eE(this,c,"m",T).call(this)}_connected(e){this.ended||(ek(this,j,e,"f"),ek(this,S,e?.headers.get("request-id"),"f"),eE(this,h,"f").call(this,e),this._emit("connect"))}get ended(){return eE(this,x,"f")}get errored(){return eE(this,b,"f")}get aborted(){return eE(this,v,"f")}abort(){this.controller.abort()}on(e,t){return(eE(this,y,"f")[e]||(eE(this,y,"f")[e]=[])).push({listener:t}),this}off(e,t){let s=eE(this,y,"f")[e];if(!s)return this;let r=s.findIndex(e=>e.listener===t);return r>=0&&s.splice(r,1),this}once(e,t){return(eE(this,y,"f")[e]||(eE(this,y,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,s)=>{ek(this,w,!0,"f"),"error"!==e&&this.once("error",s),this.once(e,t)})}async done(){ek(this,w,!0,"f"),await eE(this,p,"f")}get currentMessage(){return eE(this,d,"f")}async finalMessage(){return await this.done(),eE(this,c,"m",_).call(this)}async finalText(){return await 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eR;eE(this,c,"m",T).call(this)}[(d=new WeakMap,u=new WeakMap,h=new WeakMap,m=new WeakMap,p=new WeakMap,f=new WeakMap,g=new WeakMap,y=new WeakMap,x=new WeakMap,b=new WeakMap,v=new WeakMap,w=new WeakMap,j=new WeakMap,S=new WeakMap,k=new WeakMap,c=new WeakSet,_=function(){if(0===this.receivedMessages.length)throw new eO("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},N=function(){if(0===this.receivedMessages.length)throw new eO("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 eO("stream ended without producing a content block with type=text");return e.join(" ")},E=function(){this.ended||ek(this,d,void 0,"f")},C=function(e){if(this.ended)return;let t=eE(this,c,"m",A).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let s=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===s.type&&this._emit("text",e.delta.text,s.text||"");break;case"citations_delta":"text"===s.type&&this._emit("citation",e.delta.citation,s.citations??[]);break;case"input_json_delta":tL(s)&&s.input&&this._emit("inputJson",e.delta.partial_json,s.input);break;case"thinking_delta":"thinking"===s.type&&this._emit("thinking",e.delta.thinking,s.thinking);break;case"signature_delta":"thinking"===s.type&&this._emit("signature",s.signature);break;default:tU(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":ek(this,d,t,"f")}},T=function(){if(this.ended)throw new eO("stream has ended, this shouldn't happen");let e=eE(this,d,"f");if(!e)throw new eO("request ended without sending any chunks");return ek(this,d,void 0,"f"),e},A=function(e){let t=eE(this,d,"f");if("message_start"===e.type){if(t)throw new eO(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new eO(`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 s=t.content.at(e.index);switch(e.delta.type){case"text_delta":s?.type==="text"&&(s.text+=e.delta.text);break;case"citations_delta":s?.type==="text"&&(s.citations??(s.citations=[]),s.citations.push(e.delta.citation));break;case"input_json_delta":if(s&&tL(s)){let t=s[tM]||"";if(Object.defineProperty(s,tM,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t)try{s.input=tI(t)}catch(s){let e=new eO(`Unable to parse tool parameter JSON from model. Please retry your request or adjust your prompt. Error: ${s}. JSON: ${t}`);eE(this,k,"f").call(this,e)}}break;case"thinking_delta":s?.type==="thinking"&&(s.thinking+=e.delta.thinking);break;case"signature_delta":s?.type==="thinking"&&(s.signature=e.delta.signature);break;default:tU(e.delta)}return t}}},Symbol.asyncIterator)](){let e=[],t=[],s=!1;return this.on("streamEvent",s=>{let r=t.shift();r?r.resolve(s):e.push(s)}),this.on("end",()=>{for(let e of(s=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:s?{value:void 0,done:!0}:new Promise((e,s)=>t.push({resolve:e,reject:s})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new ts(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function tU(e){}let tD={"claude-opus-4-20250514":8192,"claude-opus-4-0":8192,"claude-4-opus-20250514":8192,"anthropic.claude-opus-4-20250514-v1:0":8192,"claude-opus-4@20250514":8192},tB={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};class tq extends tS{constructor(){super(...arguments),this.batches=new tP(this._client)}create(e,t){let{betas:s,...r}=e;r.model in tB&&console.warn(`The model '${r.model}' is deprecated and will reach end-of-life on ${tB[r.model]}
+Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let a=this._client._options.timeout;if(!r.stream&&null==a){let e=tD[r.model]??void 0;a=this._client.calculateNonstreamingTimeout(r.max_tokens,e)}return this._client.post("/v1/messages?beta=true",{body:r,timeout:a??6e5,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}stream(e,t){return t$.createMessage(this,e,t)}countTokens(e,t){let{betas:s,...r}=e;return this._client.post("/v1/messages/count_tokens?beta=true",{body:r,...t,headers:tk([{"anthropic-beta":[...s??[],"token-counting-2024-11-01"].toString()},t?.headers])})}}tq.Batches=tP;class tz extends tS{constructor(){super(...arguments),this.models=new tA(this._client),this.messages=new tq(this._client),this.files=new tT(this._client)}}tz.Models=tA,tz.Messages=tq,tz.Files=tT;class tW extends tS{create(e,t){let{betas:s,...r}=e;return this._client.post("/v1/complete",{body:r,timeout:this._client._options.timeout??6e5,...t,headers:tk([{...s?.toString()!=null?{"anthropic-beta":s?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}}let tF="__json_buf";function tH(e){return"tool_use"===e.type||"server_tool_use"===e.type}class tJ{constructor(){O.add(this),this.messages=[],this.receivedMessages=[],P.set(this,void 0),this.controller=new AbortController,R.set(this,void 0),I.set(this,()=>{}),M.set(this,()=>{}),L.set(this,void 0),$.set(this,()=>{}),U.set(this,()=>{}),D.set(this,{}),B.set(this,!1),q.set(this,!1),z.set(this,!1),W.set(this,!1),F.set(this,void 0),H.set(this,void 0),V.set(this,e=>{if(ek(this,q,!0,"f"),eT(e)&&(e=new eR),e instanceof eR)return ek(this,z,!0,"f"),this._emit("abort",e);if(e instanceof eO)return this._emit("error",e);if(e instanceof Error){let t=new eO(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new eO(String(e)))}),ek(this,R,new Promise((e,t)=>{ek(this,I,e,"f"),ek(this,M,t,"f")}),"f"),ek(this,L,new Promise((e,t)=>{ek(this,$,e,"f"),ek(this,U,t,"f")}),"f"),eE(this,R,"f").catch(()=>{}),eE(this,L,"f").catch(()=>{})}get response(){return eE(this,F,"f")}get request_id(){return eE(this,H,"f")}async withResponse(){let e=await eE(this,R,"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 tJ;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,s){let r=new tJ;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...s,headers:{...s?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},eE(this,V,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,s){let r=s?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),eE(this,O,"m",K).call(this);let{response:a,data:n}=await e.create({...t,stream:!0},{...s,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(a),n))eE(this,O,"m",X).call(this,e);if(n.controller.signal?.aborted)throw new eR;eE(this,O,"m",Y).call(this)}_connected(e){this.ended||(ek(this,F,e,"f"),ek(this,H,e?.headers.get("request-id"),"f"),eE(this,I,"f").call(this,e),this._emit("connect"))}get ended(){return eE(this,B,"f")}get errored(){return eE(this,q,"f")}get aborted(){return eE(this,z,"f")}abort(){this.controller.abort()}on(e,t){return(eE(this,D,"f")[e]||(eE(this,D,"f")[e]=[])).push({listener:t}),this}off(e,t){let s=eE(this,D,"f")[e];if(!s)return this;let r=s.findIndex(e=>e.listener===t);return r>=0&&s.splice(r,1),this}once(e,t){return(eE(this,D,"f")[e]||(eE(this,D,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,s)=>{ek(this,W,!0,"f"),"error"!==e&&this.once("error",s),this.once(e,t)})}async done(){ek(this,W,!0,"f"),await eE(this,L,"f")}get currentMessage(){return eE(this,P,"f")}async finalMessage(){return await this.done(),eE(this,O,"m",J).call(this)}async finalText(){return await this.done(),eE(this,O,"m",G).call(this)}_emit(e,...t){if(eE(this,B,"f"))return;"end"===e&&(ek(this,B,!0,"f"),eE(this,$,"f").call(this));let s=eE(this,D,"f")[e];if(s&&(eE(this,D,"f")[e]=s.filter(e=>!e.once),s.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];eE(this,W,"f")||s?.length||Promise.reject(e),eE(this,M,"f").call(this,e),eE(this,U,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];eE(this,W,"f")||s?.length||Promise.reject(e),eE(this,M,"f").call(this,e),eE(this,U,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",eE(this,O,"m",J).call(this))}async _fromReadableStream(e,t){let s=t?.signal;s&&(s.aborted&&this.controller.abort(),s.addEventListener("abort",()=>this.controller.abort())),eE(this,O,"m",K).call(this),this._connected(null);let r=ts.fromReadableStream(e,this.controller);for await(let e of r)eE(this,O,"m",X).call(this,e);if(r.controller.signal?.aborted)throw new eR;eE(this,O,"m",Y).call(this)}[(P=new WeakMap,R=new WeakMap,I=new WeakMap,M=new WeakMap,L=new WeakMap,$=new WeakMap,U=new WeakMap,D=new WeakMap,B=new WeakMap,q=new WeakMap,z=new WeakMap,W=new WeakMap,F=new WeakMap,H=new WeakMap,V=new WeakMap,O=new WeakSet,J=function(){if(0===this.receivedMessages.length)throw new eO("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},G=function(){if(0===this.receivedMessages.length)throw new eO("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 eO("stream ended without producing a content block with type=text");return e.join(" ")},K=function(){this.ended||ek(this,P,void 0,"f")},X=function(e){if(this.ended)return;let t=eE(this,O,"m",Q).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let s=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===s.type&&this._emit("text",e.delta.text,s.text||"");break;case"citations_delta":"text"===s.type&&this._emit("citation",e.delta.citation,s.citations??[]);break;case"input_json_delta":tH(s)&&s.input&&this._emit("inputJson",e.delta.partial_json,s.input);break;case"thinking_delta":"thinking"===s.type&&this._emit("thinking",e.delta.thinking,s.thinking);break;case"signature_delta":"thinking"===s.type&&this._emit("signature",s.signature);break;default:tG(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":ek(this,P,t,"f")}},Y=function(){if(this.ended)throw new eO("stream has ended, this shouldn't happen");let e=eE(this,P,"f");if(!e)throw new eO("request ended without sending any chunks");return ek(this,P,void 0,"f"),e},Q=function(e){let t=eE(this,P,"f");if("message_start"===e.type){if(t)throw new eO(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new eO(`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 s=t.content.at(e.index);switch(e.delta.type){case"text_delta":s?.type==="text"&&(s.text+=e.delta.text);break;case"citations_delta":s?.type==="text"&&(s.citations??(s.citations=[]),s.citations.push(e.delta.citation));break;case"input_json_delta":if(s&&tH(s)){let t=s[tF]||"";Object.defineProperty(s,tF,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t&&(s.input=tI(t))}break;case"thinking_delta":s?.type==="thinking"&&(s.thinking+=e.delta.thinking);break;case"signature_delta":s?.type==="thinking"&&(s.signature=e.delta.signature);break;default:tG(e.delta)}return t}}},Symbol.asyncIterator)](){let e=[],t=[],s=!1;return this.on("streamEvent",s=>{let r=t.shift();r?r.resolve(s):e.push(s)}),this.on("end",()=>{for(let e of(s=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(s=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:s?{value:void 0,done:!0}:new Promise((e,s)=>t.push({resolve:e,reject:s})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new ts(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function tG(e){}class tV extends tS{create(e,t){return this._client.post("/v1/messages/batches",{body:e,...t})}retrieve(e,t){return this._client.get(tC`/v1/messages/batches/${e}`,t)}list(e={},t){return this._client.getAPIList("/v1/messages/batches",tu,{query:e,...t})}delete(e,t){return this._client.delete(tC`/v1/messages/batches/${e}`,t)}cancel(e,t){return this._client.post(tC`/v1/messages/batches/${e}/cancel`,t)}async results(e,t){let s=await this.retrieve(e);if(!s.results_url)throw new eO(`No batch \`results_url\`; Has it finished processing? ${s.processing_status} - ${s.id}`);return this._client.get(s.results_url,{...t,headers:tk([{Accept:"application/binary"},t?.headers]),stream:!0,__binaryResponse:!0})._thenUnwrap((e,t)=>tO.fromResponse(t.response,t.controller))}}class tK extends tS{constructor(){super(...arguments),this.batches=new tV(this._client)}create(e,t){e.model in tX&&console.warn(`The model '${e.model}' is deprecated and will reach end-of-life on ${tX[e.model]}
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/cb86c3ef30e0cf21.js b/litellm/proxy/_experimental/out/_next/static/chunks/cb86c3ef30e0cf21.js
new file mode 100644
index 0000000000..81a9ec3ba5
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/cb86c3ef30e0cf21.js
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new file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/d017f05760b5092f.js b/litellm/proxy/_experimental/out/_next/static/chunks/d017f05760b5092f.js
deleted file mode 100644
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new file mode 100644
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deleted file mode 100644
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new file mode 100644
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t,a,i=((t={}).AUDIO_SPEECH="audio_speech",t.AUDIO_TRANSCRIPTION="audio_transcription",t.IMAGE_GENERATION="image_generation",t.VIDEO_GENERATION="video_generation",t.CHAT="chat",t.RESPONSES="responses",t.IMAGE_EDITS="image_edits",t.ANTHROPIC_MESSAGES="anthropic_messages",t.EMBEDDING="embedding",t),s=((a={}).IMAGE="image",a.VIDEO="video",a.CHAT="chat",a.RESPONSES="responses",a.IMAGE_EDITS="image_edits",a.ANTHROPIC_MESSAGES="anthropic_messages",a.EMBEDDINGS="embeddings",a.SPEECH="speech",a.TRANSCRIPTION="transcription",a.A2A_AGENTS="a2a_agents",a.MCP="mcp",a.REALTIME="realtime",a);let r={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"};e.s(["EndpointType",()=>s,"getEndpointType",0,e=>{if(console.log("getEndpointType:",e),Object.values(i).includes(e)){let t=r[e];return console.log("endpointType:",t),t}return"chat"}],785913),e.s(["generateCodeSnippet",0,e=>{let t,{apiKeySource:a,accessToken:i,apiKey:r,inputMessage:o,chatHistory:n,selectedTags:l,selectedVectorStores:c,selectedGuardrails:d,selectedPolicies:m,selectedMCPServers:p,mcpServers:u,mcpServerToolRestrictions:g,selectedVoice:f,endpointType:h,selectedModel:_,selectedSdk:x,proxySettings:v}=e,b="session"===a?i:r,y=window.location.origin,j=v?.LITELLM_UI_API_DOC_BASE_URL;j&&j.trim()?y=j:v?.PROXY_BASE_URL&&(y=v.PROXY_BASE_URL);let w=o||"Your prompt here",N=w.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),E=n.filter(e=>!e.isImage).map(({role:e,content:t})=>({role:e,content:t})),k={};l.length>0&&(k.tags=l),c.length>0&&(k.vector_stores=c),d.length>0&&(k.guardrails=d),m.length>0&&(k.policies=m);let I=_||"your-model-name",C="azure"===x?`import openai
+
+client = openai.AzureOpenAI(
+	api_key="${b||"YOUR_LITELLM_API_KEY"}",
+	azure_endpoint="${y}",
+	api_version="2024-02-01"
+)`:`import openai
+
+client = openai.OpenAI(
+	api_key="${b||"YOUR_LITELLM_API_KEY"}",
+	base_url="${y}"
+)`;switch(h){case s.CHAT:{let e=Object.keys(k).length>0,a="";if(e){let e=JSON.stringify({metadata:k},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();a=`,
+    extra_body=${e}`}let i=E.length>0?E:[{role:"user",content:w}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.chat.completions.create(
+    model="${I}",
+    messages=${JSON.stringify(i,null,4)}${a}
+)
+
+print(response)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
+# response_with_file = client.chat.completions.create(
+#     model="${I}",
+#     messages=[
+#         {
+#             "role": "user",
+#             "content": [
+#                 {
+#                     "type": "text",
+#                     "text": "${N}"
+#                 },
+#                 {
+#                     "type": "image_url",
+#                     "image_url": {
+#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}
+#                     }
+#                 }
+#             ]
+#         }
+#     ]${a}
+# )
+# print(response_with_file)
+`;break}case s.RESPONSES:{let e=Object.keys(k).length>0,a="";if(e){let e=JSON.stringify({metadata:k},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();a=`,
+    extra_body=${e}`}let i=E.length>0?E:[{role:"user",content:w}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+    with open(image_path, "rb") as image_file:
+        return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.responses.create(
+    model="${I}",
+    input=${JSON.stringify(i,null,4)}${a}
+)
+
+print(response.output_text)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
+# response_with_file = client.responses.create(
+#     model="${I}",
+#     input=[
+#         {
+#             "role": "user",
+#             "content": [
+#                 {"type": "input_text", "text": "${N}"},
+#                 {
+#                     "type": "input_image",
+#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}
+#                 },
+#             ],
+#         }
+#     ]${a}
+# )
+# print(response_with_file.output_text)
+`;break}case s.IMAGE:t="azure"===x?`
+# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
+# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
+# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
+import os
+import requests
+import json
+import time
+from PIL import Image
+
+result = client.images.generate(
+	model="${I}",
+	prompt="${o}",
+	n=1
+)
+
+json_response = json.loads(result.model_dump_json())
+
+# Set the directory for the stored image
+image_dir = os.path.join(os.curdir, 'images')
+
+# If the directory doesn't exist, create it
+if not os.path.isdir(image_dir):
+	os.mkdir(image_dir)
+
+# Initialize the image path
+image_filename = f"generated_image_{int(time.time())}.png"
+image_path = os.path.join(image_dir, image_filename)
+
+try:
+	# Retrieve the generated image
+	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
+			image_url = json_response["data"][0]["url"]
+			generated_image = requests.get(image_url).content
+			with open(image_path, "wb") as image_file:
+					image_file.write(generated_image)
+
+			print(f"Image saved to {image_path}")
+			# Display the image
+			image = Image.open(image_path)
+			image.show()
+	else:
+			print("Could not find image URL in response.")
+			print("Full response:", json_response)
+except Exception as e:
+	print(f"An error occurred: {e}")
+	print("Full response:", json_response)
+`:`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+	# In a real implementation, this would upload the file to OpenAI
+	# For this example, we'll just return a placeholder ID
+	return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${N}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${I}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`;break;case s.IMAGE_EDITS:t="azure"===x?`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# The prompt entered by the user
+prompt = "${N}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${I}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`:`
+import base64
+import os
+import time
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+	with open(image_path, "rb") as image_file:
+			return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+	# In a real implementation, this would upload the file to OpenAI
+	# For this example, we'll just return a placeholder ID
+	return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${N}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+	model="${I}",
+	input=[
+			{
+					"role": "user",
+					"content": [
+							{"type": "input_text", "text": prompt},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image1}",
+							},
+							{
+									"type": "input_image",
+									"image_url": f"data:image/jpeg;base64,{base64_image2}",
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id1,
+							},
+							{
+									"type": "input_image",
+									"file_id": file_id2,
+							}
+					],
+			}
+	],
+	tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+	output
+	for output in response.output
+	if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+	image_base64 = image_data[0]
+	image_filename = f"edited_image_{int(time.time())}.png"
+	with open(image_filename, "wb") as f:
+			f.write(base64.b64decode(image_base64))
+	print(f"Image saved to {image_filename}")
+else:
+	# If no image is generated, there might be a text response with an explanation
+	text_response = [output.text for output in response.output if hasattr(output, 'text')]
+	if text_response:
+			print("No image generated. Model response:")
+			print("\\n".join(text_response))
+	else:
+			print("No image data found in response.")
+	print("Full response for debugging:")
+	print(response)
+`;break;case s.EMBEDDINGS:t=`
+response = client.embeddings.create(
+	input="${o||"Your string here"}",
+	model="${I}",
+	encoding_format="base64" # or "float"
+)
+
+print(response.data[0].embedding)
+`;break;case s.TRANSCRIPTION:t=`
+# Open the audio file
+audio_file = open("path/to/your/audio/file.mp3", "rb")
+
+# Make the transcription request
+response = client.audio.transcriptions.create(
+	model="${I}",
+	file=audio_file${o?`,
+	prompt="${o.replace(/"/g,'\\"')}"`:""}
+)
+
+print(response.text)
+`;break;case s.SPEECH:t=`
+# Make the text-to-speech request
+response = client.audio.speech.create(
+	model="${I}",
+	input="${o||"Your text to convert to speech here"}",
+	voice="${f}"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
+)
+
+# Save the audio to a file
+output_filename = "output_speech.mp3"
+response.stream_to_file(output_filename)
+print(f"Audio saved to {output_filename}")
+
+# Optional: Customize response format and speed
+# response = client.audio.speech.create(
+#     model="${I}",
+#     input="${o||"Your text to convert to speech here"}",
+#     voice="alloy",
+#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm
+#     speed=1.0  # Range: 0.25 to 4.0
+# )
+# response.stream_to_file("output_speech.mp3")
+`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${C}
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/d4e97d1a85785225.js b/litellm/proxy/_experimental/out/_next/static/chunks/d4e97d1a85785225.js
deleted file mode 100644
index 8223fcc8d4..0000000000
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+++ /dev/null
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new file mode 100644
index 0000000000..58c3290619
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/b13b0ddeb85b5333.js b/litellm/proxy/_experimental/out/_next/static/chunks/df6546cd8a44d3b3.js
similarity index 74%
rename from litellm/proxy/_experimental/out/_next/static/chunks/b13b0ddeb85b5333.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/df6546cd8a44d3b3.js
index 64382b2ab5..cf9da859aa 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/b13b0ddeb85b5333.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/df6546cd8a44d3b3.js
@@ -1,4 +1,4 @@
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new file mode 100644
index 0000000000..45626bcb92
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new file mode 100644
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deleted file mode 100644
index 4cec8b73f5..0000000000
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/e627c7aa5ead52b3.js b/litellm/proxy/_experimental/out/_next/static/chunks/e627c7aa5ead52b3.js
new file mode 100644
index 0000000000..c734c35fa0
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/e627c7aa5ead52b3.js
@@ -0,0 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/7941d0ba0808c889.js b/litellm/proxy/_experimental/out/_next/static/chunks/ea0f22bd4b3393bd.js
similarity index 92%
rename from litellm/proxy/_experimental/out/_next/static/chunks/7941d0ba0808c889.js
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AI":`${i}fireworks.svg`,Friendliai:`${i}friendli.svg`,"Github Copilot":`${i}github_copilot.svg`,"Google AI Studio":`${i}google.svg`,GradientAI:`${i}gradientai.svg`,Groq:`${i}groq.svg`,vllm:`${i}vllm.png`,Huggingface:`${i}huggingface.svg`,Hyperbolic:`${i}hyperbolic.svg`,Infinity:`${i}infinity.png`,"Jina AI":`${i}jina.png`,"Lambda Ai":`${i}lambda.svg`,"Lm Studio":`${i}lmstudio.svg`,"Meta Llama":`${i}meta_llama.svg`,MiniMax:`${i}minimax.svg`,"Mistral AI":`${i}mistral.svg`,Moonshot:`${i}moonshot.svg`,Morph:`${i}morph.svg`,Nebius:`${i}nebius.svg`,Novita:`${i}novita.svg`,"Nvidia Nim":`${i}nvidia_nim.svg`,Ollama:`${i}ollama.svg`,"Ollama Chat":`${i}ollama.svg`,Oobabooga:`${i}openai_small.svg`,OpenAI:`${i}openai_small.svg`,"Openai Like":`${i}openai_small.svg`,"OpenAI Text Completion":`${i}openai_small.svg`,"OpenAI-Compatible Text Completion Models (Together AI, etc.)":`${i}openai_small.svg`,"OpenAI-Compatible Endpoints (Together AI, etc.)":`${i}openai_small.svg`,Openrouter:`${i}openrouter.svg`,"Oracle Cloud Infrastructure (OCI)":`${i}oracle.svg`,Perplexity:`${i}perplexity-ai.svg`,Recraft:`${i}recraft.svg`,Replicate:`${i}replicate.svg`,RunwayML:`${i}runwayml.png`,Sagemaker:`${i}bedrock.svg`,Sambanova:`${i}sambanova.svg`,"SAP Generative AI Hub":`${i}sap.png`,Snowflake:`${i}snowflake.svg`,"Text-Completion-Codestral":`${i}mistral.svg`,TogetherAI:`${i}togetherai.svg`,Topaz:`${i}topaz.svg`,Triton:`${i}nvidia_triton.png`,V0:`${i}v0.svg`,"Vercel Ai Gateway":`${i}vercel.svg`,"Vertex AI (Anthropic, Gemini, etc.)":`${i}google.svg`,"Vertex Ai Beta":`${i}google.svg`,Vllm:`${i}vllm.png`,VolcEngine:`${i}volcengine.png`,"Voyage AI":`${i}voyage.webp`,Watsonx:`${i}watsonx.svg`,"Watsonx Text":`${i}watsonx.svg`,xAI:`${i}xai.svg`,Xinference:`${i}xinference.svg`};e.s(["Providers",()=>a,"getPlaceholder",0,e=>{if("AI/ML API"===e)return"aiml/flux-pro/v1.1";if("Vertex AI (Anthropic, Gemini, etc.)"===e)return"gemini-pro";if("Anthropic"==e)return"claude-3-opus";if("Amazon Bedrock"==e)return"claude-3-opus";if("AWS SageMaker"==e)return"sagemaker/jumpstart-dft-meta-textgeneration-llama-2-7b";else if("Google AI Studio"==e)return"gemini-pro";else if("Azure AI Foundry (Studio)"==e)return"azure_ai/command-r-plus";else if("Azure"==e)return"my-deployment";else if("Oracle Cloud Infrastructure (OCI)"==e)return"oci/xai.grok-4";else if("Snowflake"==e)return"snowflake/mistral-7b";else if("Voyage AI"==e)return"voyage/";else if("Jina AI"==e)return"jina_ai/";else if("VolcEngine"==e)return"volcengine/<any-model-on-volcengine>";else if("DeepInfra"==e)return"deepinfra/<any-model-on-deepinfra>";else if("Fal AI"==e)return"fal_ai/fal-ai/flux-pro/v1.1-ultra";else if("RunwayML"==e)return"runwayml/gen4_turbo";else if("Watsonx"===e)return"watsonx/ibm/granite-3-3-8b-instruct";else if("Cursor"===e)return"cursor/claude-4-sonnet";else return"gpt-3.5-turbo"},"getProviderLogoAndName",0,e=>{if(!e)return{logo:"",displayName:"-"};if("gemini"===e.toLowerCase()){let e="Google AI Studio";return{logo:o[e],displayName:e}}let t=Object.keys(r).find(t=>r[t].toLowerCase()===e.toLowerCase());if(!t)return{logo:"",displayName:e};let i=a[t];return{logo:o[i],displayName:i}},"getProviderModels",0,(e,t)=>{console.log(`Provider key: ${e}`);let a=r[e];console.log(`Provider mapped to: ${a}`);let i=[];return e&&"object"==typeof t&&(Object.entries(t).forEach(([e,t])=>{if(null!==t&&"object"==typeof t&&"litellm_provider"in t){let r=t.litellm_provider;(r===a||"string"==typeof r&&r.includes(a))&&i.push(e)}}),"Cohere"==e&&(console.log("Adding cohere chat models"),Object.entries(t).forEach(([e,t])=>{null!==t&&"object"==typeof t&&"litellm_provider"in t&&"cohere_chat"===t.litellm_provider&&i.push(e)})),"AWS SageMaker"==e&&(console.log("Adding sagemaker chat models"),Object.entries(t).forEach(([e,t])=>{null!==t&&"object"==typeof t&&"litellm_provider"in t&&"sagemaker_chat"===t.litellm_provider&&i.push(e)}))),i},"providerLogoMap",0,o,"provider_map",0,r])},928685,e=>{"use strict";var t=e.i(38953);e.s(["SearchOutlined",()=>t.default])},209261,e=>{"use strict";e.s(["extractCategories",0,e=>{let t=new Set;return e.forEach(e=>{e.category&&""!==e.category.trim()&&t.add(e.category)}),["All",...Array.from(t).sort(),"Other"]},"filterPluginsByCategory",0,(e,t)=>"All"===t?e:"Other"===t?e.filter(e=>!e.category||""===e.category.trim()):e.filter(e=>e.category===t),"filterPluginsBySearch",0,(e,t)=>{if(!t||""===t.trim())return e;let a=t.toLowerCase().trim();return e.filter(e=>{let t=e.name.toLowerCase().includes(a),r=e.description?.toLowerCase().includes(a)||!1,i=e.keywords?.some(e=>e.toLowerCase().includes(a))||!1;return t||r||i})},"formatDateString",0,e=>{if(!e)return"N/A";try{return new Date(e).toLocaleDateString("en-US",{year:"numeric",month:"short",day:"numeric"})}catch(e){return"Invalid 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t,a,r=((t={}).AUDIO_SPEECH="audio_speech",t.AUDIO_TRANSCRIPTION="audio_transcription",t.IMAGE_GENERATION="image_generation",t.VIDEO_GENERATION="video_generation",t.CHAT="chat",t.RESPONSES="responses",t.IMAGE_EDITS="image_edits",t.ANTHROPIC_MESSAGES="anthropic_messages",t.EMBEDDING="embedding",t),i=((a={}).IMAGE="image",a.VIDEO="video",a.CHAT="chat",a.RESPONSES="responses",a.IMAGE_EDITS="image_edits",a.ANTHROPIC_MESSAGES="anthropic_messages",a.EMBEDDINGS="embeddings",a.SPEECH="speech",a.TRANSCRIPTION="transcription",a.A2A_AGENTS="a2a_agents",a.MCP="mcp",a.REALTIME="realtime",a);let o={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"};e.s(["EndpointType",()=>i,"getEndpointType",0,e=>{if(console.log("getEndpointType:",e),Object.values(r).includes(e)){let t=o[e];return console.log("endpointType:",t),t}return"chat"}],785913),e.s(["generateCodeSnippet",0,e=>{let t,{apiKeySource:a,accessToken:r,apiKey:o,inputMessage:n,chatHistory:s,selectedTags:l,selectedVectorStores:d,selectedGuardrails:c,selectedPolicies:g,selectedMCPServers:m,mcpServers:u,mcpServerToolRestrictions:p,selectedVoice:f,endpointType:h,selectedModel:b,selectedSdk:_,proxySettings:A}=e,v="session"===a?r:o,C=window.location.origin,x=A?.LITELLM_UI_API_DOC_BASE_URL;x&&x.trim()?C=x:A?.PROXY_BASE_URL&&(C=A.PROXY_BASE_URL);let w=n||"Your prompt here",I=w.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),E=s.filter(e=>!e.isImage).map(({role:e,content:t})=>({role:e,content:t})),k={};l.length>0&&(k.tags=l),d.length>0&&(k.vector_stores=d),c.length>0&&(k.guardrails=c),g.length>0&&(k.policies=g);let y=b||"your-model-name",O="azure"===_?`import openai
 
 client = openai.AzureOpenAI(
 	api_key="${v||"YOUR_LITELLM_API_KEY"}",
@@ -27,7 +27,7 @@ def encode_image(image_path):
 
 # Example with text only
 response = client.chat.completions.create(
-    model="${O}",
+    model="${y}",
     messages=${JSON.stringify(r,null,4)}${a}
 )
 
@@ -36,7 +36,7 @@ print(response)
 # Example with image or PDF (uncomment and provide file path to use)
 # base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
 # response_with_file = client.chat.completions.create(
-#     model="${O}",
+#     model="${y}",
 #     messages=[
 #         {
 #             "role": "user",
@@ -67,7 +67,7 @@ def encode_image(image_path):
 
 # Example with text only
 response = client.responses.create(
-    model="${O}",
+    model="${y}",
     input=${JSON.stringify(r,null,4)}${a}
 )
 
@@ -76,7 +76,7 @@ print(response.output_text)
 # Example with image or PDF (uncomment and provide file path to use)
 # base64_file = encode_image("path/to/your/file.jpg")  # or .pdf
 # response_with_file = client.responses.create(
-#     model="${O}",
+#     model="${y}",
 #     input=[
 #         {
 #             "role": "user",
@@ -102,7 +102,7 @@ import time
 from PIL import Image
 
 result = client.images.generate(
-	model="${O}",
+	model="${y}",
 	prompt="${n}",
 	n=1
 )
@@ -169,7 +169,7 @@ file_id1 = create_file("body-lotion.png")
 file_id2 = create_file("incense-kit.png")
 
 response = client.responses.create(
-	model="${O}",
+	model="${y}",
 	input=[
 			{
 					"role": "user",
@@ -247,7 +247,7 @@ file_id1 = create_file("body-lotion.png")
 file_id2 = create_file("incense-kit.png")
 
 response = client.responses.create(
-	model="${O}",
+	model="${y}",
 	input=[
 			{
 					"role": "user",
@@ -328,7 +328,7 @@ file_id1 = create_file("body-lotion.png")
 file_id2 = create_file("incense-kit.png")
 
 response = client.responses.create(
-	model="${O}",
+	model="${y}",
 	input=[
 			{
 					"role": "user",
@@ -384,7 +384,7 @@ else:
 `;break;case i.EMBEDDINGS:t=`
 response = client.embeddings.create(
 	input="${n||"Your string here"}",
-	model="${O}",
+	model="${y}",
 	encoding_format="base64" # or "float"
 )
 
@@ -395,7 +395,7 @@ audio_file = open("path/to/your/audio/file.mp3", "rb")
 
 # Make the transcription request
 response = client.audio.transcriptions.create(
-	model="${O}",
+	model="${y}",
 	file=audio_file${n?`,
 	prompt="${n.replace(/"/g,'\\"')}"`:""}
 )
@@ -404,7 +404,7 @@ print(response.text)
 `;break;case i.SPEECH:t=`
 # Make the text-to-speech request
 response = client.audio.speech.create(
-	model="${O}",
+	model="${y}",
 	input="${n||"Your text to convert to speech here"}",
 	voice="${f}"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
 )
@@ -416,12 +416,12 @@ print(f"Audio saved to {output_filename}")
 
 # Optional: Customize response format and speed
 # response = client.audio.speech.create(
-#     model="${O}",
+#     model="${y}",
 #     input="${n||"Your text to convert to speech here"}",
 #     voice="alloy",
 #     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm
 #     speed=1.0  # Range: 0.25 to 4.0
 # )
 # response.stream_to_file("output_speech.mp3")
-`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${y}
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\ No newline at end of file
+`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${O}
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/ebfa1dfe30b6e806.js b/litellm/proxy/_experimental/out/_next/static/chunks/ebfa1dfe30b6e806.js
deleted file mode 100644
index f56bd4550b..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/ebfa1dfe30b6e806.js
+++ /dev/null
@@ -1 +0,0 @@
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new file mode 100644
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new file mode 100644
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new file mode 100644
index 0000000000..be6ce0381a
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/c84d0b7f39a192c4.js b/litellm/proxy/_experimental/out/_next/static/chunks/f9133c1eea037690.js
similarity index 71%
rename from litellm/proxy/_experimental/out/_next/static/chunks/c84d0b7f39a192c4.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/f9133c1eea037690.js
index e76842ebf2..80a55e9b7a 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/c84d0b7f39a192c4.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/f9133c1eea037690.js
@@ -1 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/09058c1c88c095d7.js b/litellm/proxy/_experimental/out/_next/static/chunks/fa6fc6b79591df63.js
similarity index 62%
rename from litellm/proxy/_experimental/out/_next/static/chunks/09058c1c88c095d7.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/fa6fc6b79591df63.js
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 curl -X POST --location '<your_proxy_base_url>/end_user/new' \\
 
 -H 'Authorization: Bearer <your-master-key>' \\
@@ -108,7 +108,7 @@ curl -X POST --location '<your_proxy_base_url>/end_user/new' \\
 
 -d '{"user_id": "my-customer-id', "budget_id": "<BUDGET_ID>"}' # 👈 KEY CHANGE
 
-`,O=`
+`,D=`
 curl -X POST --location '<your_proxy_base_url>/chat/completions' \\
 
 -H 'Authorization: Bearer <your-master-key>' \\
@@ -121,7 +121,7 @@ curl -X POST --location '<your_proxy_base_url>/chat/completions' \\
   "user": "my-customer-id"
 }' # 👈 KEY CHANGE
 
-`,B=`from openai import OpenAI
+`,M=`from openai import OpenAI
 client = OpenAI(
   base_url="<your_proxy_base_url>",
   api_key="<your_proxy_key>"
@@ -136,4 +136,4 @@ completion = client.chat.completions.create(
   user="my-customer-id"
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/aaa91033087ec7bc.js b/litellm/proxy/_experimental/out/_next/static/chunks/fce4815a81e5c63d.js
similarity index 51%
rename from litellm/proxy/_experimental/out/_next/static/chunks/aaa91033087ec7bc.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/fce4815a81e5c63d.js
index 2e69ad03f1..09d482c601 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/aaa91033087ec7bc.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/fce4815a81e5c63d.js
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diff --git a/litellm/proxy/_experimental/out/_not-found/index.html b/litellm/proxy/_experimental/out/_not-found.html
similarity index 96%
rename from litellm/proxy/_experimental/out/_not-found/index.html
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index 583173ce40..9ae6eece58 100644
--- a/litellm/proxy/_experimental/out/_not-found/index.html
+++ b/litellm/proxy/_experimental/out/_not-found.html
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diff --git a/litellm/proxy/_experimental/out/experimental/old-usage/index.html b/litellm/proxy/_experimental/out/experimental/old-usage.html
similarity index 70%
rename from litellm/proxy/_experimental/out/experimental/old-usage/index.html
rename to litellm/proxy/_experimental/out/experimental/old-usage.html
index 72267990f6..493f128242 100644
--- a/litellm/proxy/_experimental/out/experimental/old-usage/index.html
+++ b/litellm/proxy/_experimental/out/experimental/old-usage.html
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diff --git a/litellm/proxy/_experimental/out/experimental/prompts/index.html b/litellm/proxy/_experimental/out/experimental/prompts.html
similarity index 79%
rename from litellm/proxy/_experimental/out/experimental/prompts/index.html
rename to litellm/proxy/_experimental/out/experimental/prompts.html
index 22a23275db..626c4a464d 100644
--- a/litellm/proxy/_experimental/out/experimental/prompts/index.html
+++ b/litellm/proxy/_experimental/out/experimental/prompts.html
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--- a/litellm/proxy/_experimental/out/models-and-endpoints/index.html
+++ b/litellm/proxy/_experimental/out/models-and-endpoints.html
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diff --git a/litellm/proxy/_experimental/out/onboarding/index.html b/litellm/proxy/_experimental/out/onboarding.html
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diff --git a/litellm/proxy/_experimental/out/settings/admin-settings/index.html b/litellm/proxy/_experimental/out/settings/admin-settings.html
similarity index 76%
rename from litellm/proxy/_experimental/out/settings/admin-settings/index.html
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index 7da3c2f44f..55a6f27a19 100644
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diff --git a/litellm/proxy/_experimental/out/usage/index.html b/litellm/proxy/_experimental/out/usage.html
similarity index 70%
rename from litellm/proxy/_experimental/out/usage/index.html
rename to litellm/proxy/_experimental/out/usage.html
index 4d8fead908..9a6295b902 100644
--- a/litellm/proxy/_experimental/out/usage/index.html
+++ b/litellm/proxy/_experimental/out/usage.html
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