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docs fixes
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@ -45,22 +45,22 @@ pip install litellm==1.72.0
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LiteLLM v1.72.0-stable is live now. Here are the key highlights of this release:
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- **Vector Store Permissions**: Control Vector Store (Knowledge Base) access at Key, Team, and Organization level.
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- **Vector Store Permissions**: Control Vector Store access at the Key, Team, and Organization level.
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- **Bedrock Agents**: Call Bedrock Agents with `/chat/completions`, `/response` endpoints.
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- **Aiohttp Transport used by default**: Aiohttp transport is now the default transport for LiteLLM networking requests. This gives users 2x higher RPS per instance with a 40ms median latency overhead.
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- **Prometheus**: End users (`end_user`) will no longer be tracked by default on Prometheus. Tracking end_users on prometheus is now opt-in. This is done to reduce the cardinality of the metrics from LiteLLM Proxy. [Read More](../../docs/proxy/prometheus#tracking-end_user-on-prometheus)
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## Vector Store Permissions
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This release brings support for managing permissions for vector stores by entities (Keys, Teams, Organizations) on LiteLLM. When a request attempts to query a vector store, LiteLLM will automatically block it if the requesting entity lacks the proper permissions.
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This release brings support for managing permissions for vector stores by Keys, Teams, Organizations (entities) on LiteLLM. When a request attempts to query a vector store, LiteLLM will block it if the requesting entity lacks the proper permissions.
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This is great for use cases that require access to restricted data that you don't want everyone to use.
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This is great for use cases that require access to restricted data that you don't want everyone to use.
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Over the next week we plan on adding permission management for MCP Servers.
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## Aiohttp Transport used by default
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Aiohttp transport is now the default transport for LiteLLM networking requests.This give users 2x higher RPS per instance with a 40ms median latency overhead. This has been live on LiteLLM Cloud for a week + gone through alpha users testing for a week.
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Aiohttp transport is now the default transport for LiteLLM networking requests. This gives users 2x higher RPS per instance with a 40ms median latency overhead. This has been live on LiteLLM Cloud for a week + gone through alpha users testing for a week.
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If you encounter any issues, you can disable using the aiohttp transport in the following ways:
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@ -92,31 +92,35 @@ print(result)
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## New Models / Updated Models
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- **[Gemini](https://docs.litellm.ai/docs/providers/gemini)**
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- Parallel tool calling support with `parallel_tool_calls` parameter - [PR](https://github.com/BerriAI/litellm/pull/11125)
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- All Gemini models now support parallel function calling - [PR](https://github.com/BerriAI/litellm/pull/11225)
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- Stream thinking as reasoning_content support - [PR](https://github.com/BerriAI/litellm/pull/11290)
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- **[Nebius AI Studio](../../docs/providers/nebius)**
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- New provider integration - [PR](https://github.com/BerriAI/litellm/pull/11143)
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- **[Bedrock](../../docs/providers/bedrock)**
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- Video support for Bedrock Converse - [PR](https://github.com/BerriAI/litellm/pull/11166)
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- InvokeAgents support as /chat/completions route - [PR](https://github.com/BerriAI/litellm/pull/11239), [Get Started](../../docs/providers/bedrock_agents)
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- AI21 Jamba models compatibility fixes - [PR](https://github.com/BerriAI/litellm/pull/11233)
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- Fixed duplicate maxTokens parameter for Claude with thinking - [PR](https://github.com/BerriAI/litellm/pull/11181)
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- **[Gemini (Google AI Studio + Vertex AI)](https://docs.litellm.ai/docs/providers/gemini)**
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- Parallel tool calling support with `parallel_tool_calls` parameter - [PR](https://github.com/BerriAI/litellm/pull/11125)
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- All Gemini models now support parallel function calling - [PR](https://github.com/BerriAI/litellm/pull/11225)
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- **[VertexAI](../../docs/providers/vertex)**
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- codeExecution tool support and anyOf handling - [PR](https://github.com/BerriAI/litellm/pull/11195)
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- Vertex AI Anthropic support on /v1/messages - [PR](https://github.com/BerriAI/litellm/pull/11246)
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- Thinking, global regions, and parallel tool calling improvements - [PR](https://github.com/BerriAI/litellm/pull/11194)
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- Web Search Support [PR](https://github.com/BerriAI/litellm/commit/06484f6e5a7a2f4e45c490266782ed28b51b7db6)
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- **[Anthropic](../../docs/providers/anthropic)**
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- Thinking blocks on streaming support - [PR](https://github.com/BerriAI/litellm/pull/11194)
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- Files API with form-data support on passthrough - [PR](https://github.com/BerriAI/litellm/pull/11256)
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- File ID support on /chat/completion - [PR](https://github.com/BerriAI/litellm/pull/11256)
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- **[xAI](../../docs/providers/xai)**
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- Web Search Support [PR](https://github.com/BerriAI/litellm/commit/06484f6e5a7a2f4e45c490266782ed28b51b7db6)
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- **[Google AI Studio](../../docs/providers/gemini)**
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- Web Search Support [PR](https://github.com/BerriAI/litellm/commit/06484f6e5a7a2f4e45c490266782ed28b51b7db6)
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- **[Mistral](../../docs/providers/mistral)**
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- Updated mistral-medium prices and context sizes - [PR](https://github.com/BerriAI/litellm/pull/10729)
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- **[Ollama](../../docs/providers/ollama)**
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- Tool calls parsing on streaming - [PR](https://github.com/BerriAI/litellm/pull/11171)
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- **[Cohere](../../docs/providers/cohere)**
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- Swapped Cohere and Cohere Chat provider positioning - [PR](https://github.com/BerriAI/litellm/pull/11173)
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- **[Nebius AI Studio](../../docs/providers/nebius)**
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- New provider integration - [PR](https://github.com/BerriAI/litellm/pull/11143)
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## LLM API Endpoints
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@ -150,12 +154,7 @@ print(result)
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## Authentication & Security
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- **[Azure OIDC](../../docs/proxy/token_auth)**
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- OIDC provider improvements and audience bug fix - [PR](https://github.com/BerriAI/litellm/pull/10054)
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- **Secret Managers**
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- Removed AzureCredentialType restriction on AZURE_CREDENTIAL - [PR](https://github.com/BerriAI/litellm/pull/11272)
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- **SSO/Key Management**
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- Prevention of sensitive key leakage to Langfuse - [PR](https://github.com/BerriAI/litellm/pull/11165)
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## Logging / Guardrails Integrations
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@ -164,10 +163,8 @@ print(result)
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- End users will no longer be tracked by default on Prometheus. Tracking end_users on prometheus is now opt-in. [PR](https://github.com/BerriAI/litellm/pull/11192)
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- **[Langfuse](../../docs/proxy/logging#langfuse)**
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- Performance improvements: Fixed "Max langfuse clients reached" issue - [PR](https://github.com/BerriAI/litellm/pull/11285)
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- Debug fixes for langfuse client management - [PR](https://github.com/BerriAI/litellm/pull/11221)
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- **[Helicone](../../docs/observability/helicone_integration)**
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- Base URL support - [PR](https://github.com/BerriAI/litellm/pull/11211)
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- Fix for embedding cache hits on string input - [PR](https://github.com/BerriAI/litellm/pull/11211)
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- **[Sentry](../../docs/proxy/logging#sentry)**
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- Added sentry sample rate configuration - [PR](https://github.com/BerriAI/litellm/pull/10283)
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@ -186,18 +183,21 @@ print(result)
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- Rollback to httpx==0.27.0 for stability - [PR](https://github.com/BerriAI/litellm/pull/11146)
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- **Request Limiting**
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- Sliding window logic for parallel request limiter v2 - [PR](https://github.com/BerriAI/litellm/pull/11283)
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- **Docker**
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- Fixed healthcheck test using curl when curl not in image - [PR](https://github.com/BerriAI/litellm/pull/9737)
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- **Parameter Handling**
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- Support for dropping non-OpenAI params via additional_drop_params - [PR](https://github.com/BerriAI/litellm/pull/11246)
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- Fixed frequency_penalty to repeat_penalty parameter mapping - [PR](https://github.com/BerriAI/litellm/pull/11284)
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## Bug Fixes
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- **Model Deployment Fixes**
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- **LLM API Fixes**
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- Added missing request_kwargs to get_available_deployment call - [PR](https://github.com/BerriAI/litellm/pull/11202)
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- Fixed calling Azure O-series models - [PR](https://github.com/BerriAI/litellm/pull/11212)
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- Support for dropping non-OpenAI params via additional_drop_params - [PR](https://github.com/BerriAI/litellm/pull/11246)
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- Fixed frequency_penalty to repeat_penalty parameter mapping - [PR](https://github.com/BerriAI/litellm/pull/11284)
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- Fix for embedding cache hits on string input - [PR](https://github.com/BerriAI/litellm/pull/11211)
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- **General**
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- OIDC provider improvements and audience bug fix - [PR](https://github.com/BerriAI/litellm/pull/10054)
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- Removed AzureCredentialType restriction on AZURE_CREDENTIAL - [PR](https://github.com/BerriAI/litellm/pull/11272)
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- Prevention of sensitive key leakage to Langfuse - [PR](https://github.com/BerriAI/litellm/pull/11165)
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- Fixed healthcheck test using curl when curl not in image - [PR](https://github.com/BerriAI/litellm/pull/9737)
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## New Contributors
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* [@agajdosi](https://github.com/agajdosi) made their first contribution in [#9737](https://github.com/BerriAI/litellm/pull/9737)
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