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fix stable release docs
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@@ -61,32 +61,35 @@ Here's a Demo Instance to test changes:
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<Image img={require('../../img/release_notes/responses_api.png')} />
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1. **New Endpoints**
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- [Beta] POST `/responses` API. [Get Started](https://docs.litellm.ai/docs/response_api)
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- [Beta] POST `/responses` API. [Getting Started](https://docs.litellm.ai/docs/response_api)
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2. **New LLM Providers**
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- Snowflake Cortex [Get Started](https://docs.litellm.ai/docs/providers/snowflake)
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- Snowflake Cortex [Getting Started](https://docs.litellm.ai/docs/providers/snowflake)
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3. **New models**
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- Support OpenRouter `reasoning_content` on streaming [Get Started](https://docs.litellm.ai/docs/reasoning_content)
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- Support Bedrock converse cache token tracking [Get Started](https://docs.litellm.ai/docs/completion/prompt_caching)
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- Support OpenRouter `reasoning_content` on streaming [Getting Started](https://docs.litellm.ai/docs/reasoning_content)
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- Support Bedrock converse cache token tracking [Getting Started](https://docs.litellm.ai/docs/completion/prompt_caching)
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4. **Bug Fixes**
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- Return `code`, `param` and `type` on OpenAI bad request error [More information on litellm exceptions](https://docs.litellm.ai/docs/exception_mapping)
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- Fix Bedrock converse chunk parsing to only return empty dict on tool use [PR](https://github.com/BerriAI/litellm/pull/9166)
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- Fix Azure Function Calling Bug & Update Default API Version to `2025-02-01-preview` [PR](https://github.com/BerriAI/litellm/pull/9191)
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- Fix Perplexity incorrect streaming response [PR](https://github.com/BerriAI/litellm/pull/9081)
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- Fix Triton streaming completions bug [PR](https://github.com/BerriAI/litellm/pull/8386)
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- Fix: String `data:` stripped from entire content in streamed Gemini responses [PR](https://github.com/BerriAI/litellm/pull/9070)
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- Fix: Support bytes.IO when handling audio files for transcription [PR](https://github.com/BerriAI/litellm/pull/9071)
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- Fix: "system" role has become unacceptable in Ollama [PR](https://github.com/BerriAI/litellm/pull/9261)
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- Handle HTTP 201 status code in Vertex AI response [PR](https://github.com/BerriAI/litellm/pull/9193)
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- OpenAI: Return `code`, `param` and `type` on bad request error [More information on litellm exceptions](https://docs.litellm.ai/docs/exception_mapping)
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- Bedrock: Fix converse chunk parsing to only return empty dict on tool use [PR](https://github.com/BerriAI/litellm/pull/9166)
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- Bedrock: Support extra_headers [PR](https://github.com/BerriAI/litellm/pull/9113)
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- Azure: Fix Function Calling Bug & Update Default API Version to `2025-02-01-preview` [PR](https://github.com/BerriAI/litellm/pull/9191)
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- Azure: Fix AI services URL [PR](https://github.com/BerriAI/litellm/pull/9185)
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- Vertex AI: Handle HTTP 201 status code in response [PR](https://github.com/BerriAI/litellm/pull/9193)
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- Perplexity: Fix incorrect streaming response [PR](https://github.com/BerriAI/litellm/pull/9081)
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- Triton: Fix streaming completions bug [PR](https://github.com/BerriAI/litellm/pull/8386)
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- (Deepgram): Support bytes.IO when handling audio files for transcription [PR](https://github.com/BerriAI/litellm/pull/9071)
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- Ollama: Fix "system" role has become unacceptable [PR](https://github.com/BerriAI/litellm/pull/9261)
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- All Providers (Streaming): Fix String `data:` stripped from entire content in streamed responses [PR](https://github.com/BerriAI/litellm/pull/9070)
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## Spend Tracking Improvements
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2. Cost Tracking for Responses API [Get Started](https://docs.litellm.ai/docs/response_api)
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2. Cost Tracking for Responses API [Getting Started](https://docs.litellm.ai/docs/response_api)
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3. Fix Azure Whisper cost tracking [PR](https://github.com/BerriAI/litellm/pull/9166)
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@@ -123,41 +126,38 @@ Before adding a model you can test the connection to the LLM provider to verify
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- UI Improvements: Keep expanded log in focus on LiteLLM UI
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- UI Improvements: Minor improvements to logs page
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- Fix: Allow internal user to query their own logs
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5. Sign In/Sign Out
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- Fix: Correctly use `PROXY_LOGOUT_URL` when set [Getting Started](https://docs.litellm.ai/docs/proxy/self_serve#setting-custom-logout-urls)
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## Security
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1. Support for Rotating Master Keys [Getting Started](https://docs.litellm.ai/docs/proxy/master_key_rotations)
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2. Fix: Internal User Viewer Permissions, don't allow `internal_user_viewer` role to see `Test Key Page` or `Create Key Button` [Role based access controls](https://docs.litellm.ai/docs/proxy/access_control)
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3. Emit audit logs on All user + model Create/Update/Delete endpoints [Get Started](https://docs.litellm.ai/docs/proxy/multiple_admins)
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2. Fix: Internal User Viewer Permissions, don't allow `internal_user_viewer` role to see `Test Key Page` or `Create Key Button` [More information on role based access controls](https://docs.litellm.ai/docs/proxy/access_control)
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3. Emit audit logs on All user + model Create/Update/Delete endpoints [Getting Started](https://docs.litellm.ai/docs/proxy/multiple_admins)
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4. JWT
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- Support multiple JWT OIDC providers [Get Started](https://docs.litellm.ai/docs/proxy/token_auth)
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- Support multiple JWT OIDC providers [Getting Started](https://docs.litellm.ai/docs/proxy/token_auth)
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- Fix JWT access with Groups not working when team is assigned All Proxy Models access
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5. Using K/V pairs in 1 AWS Secret [Get Started](https://docs.litellm.ai/docs/secret#using-kv-pairs-in-1-aws-secret)
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5. Using K/V pairs in 1 AWS Secret [Getting Started](https://docs.litellm.ai/docs/secret#using-kv-pairs-in-1-aws-secret)
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## Logging Integrations
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1. Prometheus: Track Azure LLM API latency metric [Get Started here](https://docs.litellm.ai/docs/proxy/prometheus#request-latency-metrics)
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2. Allow switching off storing Error Logs in DB [Get Started here](https://docs.litellm.ai/docs/proxy/ui_logs)
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3. Added tags, user_feedback and model_options to additional_keys which can be sent to Athina [Get Started here](https://docs.litellm.ai/docs/observability/athina_integration)
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1. Prometheus: Track Azure LLM API latency metric [Getting Started](https://docs.litellm.ai/docs/proxy/prometheus#request-latency-metrics)
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2. Allow switching off storing Error Logs in DB [Getting Started](https://docs.litellm.ai/docs/proxy/ui_logs)
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3. Added tags, user_feedback and model_options to additional_keys which can be sent to Athina [Getting Started](https://docs.litellm.ai/docs/observability/athina_integration)
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## Performance / Reliability improvements
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1. Fix Redis cluster mode for routers [PR](https://github.com/BerriAI/litellm/pull/9010)
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2. Delegate router Azure client init logic to Azure provider [PR](https://github.com/BerriAI/litellm/pull/9140)
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3. Fix Azure AI services URL [PR](https://github.com/BerriAI/litellm/pull/9185)
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4. Support extra_headers on Bedrock [PR](https://github.com/BerriAI/litellm/pull/9113)
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1. Redis + litellm router - Fix Redis cluster mode for litellm router [PR](https://github.com/BerriAI/litellm/pull/9010)
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## General Improvements
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1. UI API Playground for testing LiteLLM translation [PR](https://github.com/BerriAI/litellm/pull/9073)
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2. Fix: Correctly use `PROXY_LOGOUT_URL` when set [PR](https://github.com/BerriAI/litellm/pull/9117)
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3. Bing Search Pass Through endpoint [PR](https://github.com/BerriAI/litellm/pull/8019)
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4. OpenWebUI Integration - display `thinking` tokens
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- Guide on getting started with LiteLLM x OpenWebUI. [Get Started](https://docs.litellm.ai/docs/tutorials/openweb_ui)
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- Display `thinking` tokens on OpenWebUI (Bedrock, Anthropic, Deepseek) [Get Started](https://docs.litellm.ai/docs/tutorials/openweb_ui#render-thinking-content-on-openweb-ui)
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- Guide on getting started with LiteLLM x OpenWebUI. [Getting Started](https://docs.litellm.ai/docs/tutorials/openweb_ui)
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- Display `thinking` tokens on OpenWebUI (Bedrock, Anthropic, Deepseek) [Getting Started](https://docs.litellm.ai/docs/tutorials/openweb_ui#render-thinking-content-on-openweb-ui)
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<Image img={require('../../img/litellm_thinking_openweb.gif')} />
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