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@ -45,37 +45,38 @@ pip install litellm==1.80.8
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## Key Highlights
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- **Agent Gateway** - [Invoke agents through the AI Gateway with request/response logging and access controls](../../docs/proxy/agent_gateway)
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- **Agent Gateway** - [Invoke agents through the AI Gateway with request/response logging and access controls](../../docs/a2a)
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- **Guardrails API v2** - [Generic Guardrail API with streaming support, structured messages, and tool call checks](../../docs/proxy/guardrails)
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- **Customer (End User) Usage UI** - [Track and visualize end-user spend directly in the dashboard](../../docs/proxy/users)
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- **vLLM Batch + Files API** - [Support for batch and files API with vLLM deployments](../../docs/batches)
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- **JWT Auth with User Info Endpoints** - [Allow using regular OIDC flow with user info endpoints for JWT authentication](../../docs/proxy/token_auth)
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- **Dynamic Rate Limiting on Teams** - [Enable dynamic rate limits and priority reservation on team-level](../../docs/proxy/team_budgets)
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- **Google Cloud Chirp3 HD** - [New text-to-speech provider with Chirp3 HD voices](../../docs/text_to_speech)
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---
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## New Providers and Endpoints
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### New Providers (4 new providers)
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### New Providers (5 new providers)
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| Provider | Supported LiteLLM Endpoints | Description |
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| -------- | ------------------- | ----------- |
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| **[Z.AI (Zhipu AI)](../../docs/providers/zai)** | `/v1/chat/completions` | Built-in support for Zhipu AI GLM models |
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| **[RAGFlow](../../docs/providers/ragflow)** | `/v1/chat/completions`, `/v1/vector_stores` | RAG-based chat completions with vector store support |
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| **[Cursor BYOK](../../docs/providers/cursor)** | `/v1/chat/completions` | Cursor bring-your-own-key configuration support |
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| **[Cursor BYOK](../../docs/tutorials/cursor_integration)** | `/v1/chat/completions` | Cursor bring-your-own-key configuration support |
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| **[PublicAI](../../docs/providers/publicai)** | `/v1/chat/completions` | OpenAI-compatible provider via JSON config |
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| **[Google Cloud Chirp3 HD](../../docs/text_to_speech)** | `/v1/audio/speech` | Text-to-speech with Google Cloud Chirp3 HD voices |
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### New LLM API Endpoints (1 new endpoint)
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| Endpoint | Method | Description | Documentation |
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| -------- | ------ | ----------- | ------------- |
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| `/v1/agents/invoke` | POST | Invoke A2A agents through the AI Gateway | [Agent Gateway](../../docs/proxy/agent_gateway) |
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| `/v1/agents/invoke` | POST | Invoke A2A agents through the AI Gateway | [Agent Gateway](../../docs/a2a) |
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---
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## New Models / Updated Models
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#### New Model Support (32 new models)
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#### New Model Support (33 new models)
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| Provider | Model | Context Window | Input ($/1M tokens) | Output ($/1M tokens) | Features |
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| -------- | ----- | -------------- | ------------------- | -------------------- | -------- |
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@ -111,6 +112,7 @@ pip install litellm==1.80.8
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| Z.AI | `zai/glm-4.5` | 128K | $0.60 | $2.20 | Function calling |
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| Z.AI | `zai/glm-4.5v` | 128K | $0.60 | $1.80 | Function calling, vision |
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| Z.AI | `zai/glm-4.5-flash` | 128K | Free | Free | Function calling |
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| Vertex AI | `vertex_ai/bge-large-en-v1.5` | - | - | - | BGE Embeddings |
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#### Features
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@ -118,6 +120,8 @@ pip install litellm==1.80.8
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- Add `gpt-5.1-codex-max` model pricing and configuration - [PR #17541](https://github.com/BerriAI/litellm/pull/17541)
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- Add xhigh reasoning effort for gpt-5.1-codex-max - [PR #17585](https://github.com/BerriAI/litellm/pull/17585)
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- Add clear error message for empty LLM endpoint responses - [PR #17445](https://github.com/BerriAI/litellm/pull/17445)
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- **[Azure OpenAI](../../docs/providers/azure)**
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- Allow reasoning_effort='none' for Azure gpt-5.1 models - [PR #17311](https://github.com/BerriAI/litellm/pull/17311)
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- **[Anthropic](../../docs/providers/anthropic)**
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@ -211,7 +215,7 @@ pip install litellm==1.80.8
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- Fix Bedrock models in model map - [PR #17419](https://github.com/BerriAI/litellm/pull/17419)
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- Fix Bedrock Guardrail Indent and Import fix - [PR #17378](https://github.com/BerriAI/litellm/pull/17378)
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- Make Bedrock converse messages respect modify_params as expected - [PR #17427](https://github.com/BerriAI/litellm/pull/17427)
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- Fix Anthropic beta headers for Qwen - [PR #17467](https://github.com/BerriAI/litellm/pull/17467)
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- Fix Anthropic beta headers for Bedrock imported Qwen models - [PR #17467](https://github.com/BerriAI/litellm/pull/17467)
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- Preserve usage from JSON response for OpenAI provider in Bedrock - [PR #17589](https://github.com/BerriAI/litellm/pull/17589)
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- **[SambaNova](../../docs/providers/sambanova)**
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@ -312,12 +316,13 @@ pip install litellm==1.80.8
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- Clear SSO integration for all users - [PR #17287](https://github.com/BerriAI/litellm/pull/17287)
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- Fix SSO users not added to Entra synced team - [PR #17331](https://github.com/BerriAI/litellm/pull/17331)
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- **Auth**
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- **Auth / JWT**
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- JWT Auth - Allow using regular OIDC flow with user info endpoints - [PR #17324](https://github.com/BerriAI/litellm/pull/17324)
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- Fix litellm user auth not passing issue - [PR #17342](https://github.com/BerriAI/litellm/pull/17342)
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- Add other routes in JWT auth - [PR #17345](https://github.com/BerriAI/litellm/pull/17345)
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- Fix new org team validate against org - [PR #17333](https://github.com/BerriAI/litellm/pull/17333)
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- Fix litellm_enterprise ensure imported routes exist - [PR #17337](https://github.com/BerriAI/litellm/pull/17337)
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- Use organization.members instead of deprecated organizatio - [PR #17557](https://github.com/BerriAI/litellm/pull/17557)
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- Use organization.members instead of deprecated organization field - [PR #17557](https://github.com/BerriAI/litellm/pull/17557)
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- **Organizations/Teams**
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- Fix organization max budget not enforced - [PR #17334](https://github.com/BerriAI/litellm/pull/17334)
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@ -345,7 +350,7 @@ pip install litellm==1.80.8
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- Fix Langfuse logger test mock setup - [PR #17591](https://github.com/BerriAI/litellm/pull/17591)
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- **General**
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- Better handle anonymization - [PR #17207](https://github.com/BerriAI/litellm/pull/17207)
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- Improve PII anonymization handling in logging callbacks - [PR #17207](https://github.com/BerriAI/litellm/pull/17207)
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### Guardrails
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@ -455,13 +460,6 @@ pip install litellm==1.80.8
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---
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## Authentication / JWT
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- **JWT Auth**
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- JWT Auth - AI Gateway, allow using regular OIDC flow with user info endpoints - [PR #17324](https://github.com/BerriAI/litellm/pull/17324)
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---
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## Documentation Updates
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- **Provider Documentation**
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@ -498,11 +496,6 @@ pip install litellm==1.80.8
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- **OpenAPI Schema**
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- Refactor add_schema_to_components to move definitions to components/schemas - [PR #17389](https://github.com/BerriAI/litellm/pull/17389)
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- **Testing**
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- Resolve ruff lint errors - [PR #17490](https://github.com/BerriAI/litellm/pull/17490)
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- Fix code quality issues from ruff linter - [PR #17536](https://github.com/BerriAI/litellm/pull/17536)
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- Enable detailed debugging for reference - [PR #17508](https://github.com/BerriAI/litellm/pull/17508)
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- **Security**
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- Fix security vulnerability: update mdast-util-to-hast to 13.2.1 - [PR #17601](https://github.com/BerriAI/litellm/pull/17601)
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- Bump jws from 3.2.2 to 3.2.3 - [PR #17494](https://github.com/BerriAI/litellm/pull/17494)
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