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docs: cleanup
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@ -89,34 +89,34 @@ Get started with this [here](https://docs.litellm.ai/docs/tutorials/msft_sso)
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## New Models / Updated Models
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## New Models / Updated Models
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- xAI
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- **xAI**
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1. Added reasoning_effort support for `xai/grok-3-mini-beta` [Get Started](https://docs.litellm.ai/docs/providers/xai#reasoning-usage)
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1. Added reasoning_effort support for `xai/grok-3-mini-beta` [Get Started](https://docs.litellm.ai/docs/providers/xai#reasoning-usage)
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2. Added cost tracking for `xai/grok-3` models [PR](https://github.com/BerriAI/litellm/pull/9920)
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2. Added cost tracking for `xai/grok-3` models [PR](https://github.com/BerriAI/litellm/pull/9920)
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- Hugging Face
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- **Hugging Face**
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1. Added inference providers support [Get Started](https://docs.litellm.ai/docs/providers/huggingface#serverless-inference-providers)
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1. Added inference providers support [Get Started](https://docs.litellm.ai/docs/providers/huggingface#serverless-inference-providers)
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- Azure
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- **Azure**
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1. Added azure/gpt-4o-realtime-audio cost tracking [PR](https://github.com/BerriAI/litellm/pull/9893)
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1. Added azure/gpt-4o-realtime-audio cost tracking [PR](https://github.com/BerriAI/litellm/pull/9893)
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- VertexAI
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- **VertexAI**
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1. Added enterpriseWebSearch tool support [Get Started](https://docs.litellm.ai/docs/providers/vertex#grounding---web-search)
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1. Added enterpriseWebSearch tool support [Get Started](https://docs.litellm.ai/docs/providers/vertex#grounding---web-search)
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2. Moved to only passing keys accepted by the Vertex AI response schema [PR](https://github.com/BerriAI/litellm/pull/8992)
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2. Moved to only passing keys accepted by the Vertex AI response schema [PR](https://github.com/BerriAI/litellm/pull/8992)
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- Google AI Studio
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- **Google AI Studio**
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1. Added cost tracking for `gemini-2.5-pro` [PR](https://github.com/BerriAI/litellm/pull/9837)
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1. Added cost tracking for `gemini-2.5-pro` [PR](https://github.com/BerriAI/litellm/pull/9837)
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2. Fixed pricing for 'gemini/gemini-2.5-pro-preview-03-25' [PR](https://github.com/BerriAI/litellm/pull/9896)
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2. Fixed pricing for 'gemini/gemini-2.5-pro-preview-03-25' [PR](https://github.com/BerriAI/litellm/pull/9896)
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3. Fixed handling file_data being passed in [PR](https://github.com/BerriAI/litellm/pull/9786)
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3. Fixed handling file_data being passed in [PR](https://github.com/BerriAI/litellm/pull/9786)
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- Azure
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- **Azure**
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1. Updated Azure Phi-4 pricing [PR](https://github.com/BerriAI/litellm/pull/9862)
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1. Updated Azure Phi-4 pricing [PR](https://github.com/BerriAI/litellm/pull/9862)
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2. Added azure/gpt-4o-realtime-audio cost tracking [PR](https://github.com/BerriAI/litellm/pull/9893)
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2. Added azure/gpt-4o-realtime-audio cost tracking [PR](https://github.com/BerriAI/litellm/pull/9893)
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- Databricks
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- **Databricks**
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1. Removed reasoning_effort from parameters [PR](https://github.com/BerriAI/litellm/pull/9811)
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1. Removed reasoning_effort from parameters [PR](https://github.com/BerriAI/litellm/pull/9811)
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2. Fixed custom endpoint check for Databricks [PR](https://github.com/BerriAI/litellm/pull/9925)
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2. Fixed custom endpoint check for Databricks [PR](https://github.com/BerriAI/litellm/pull/9925)
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- General
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- **General**
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1. Added litellm.supports_reasoning() util to track if an llm supports reasoning [Get Started](https://docs.litellm.ai/docs/providers/anthropic#reasoning)
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1. Added litellm.supports_reasoning() util to track if an llm supports reasoning [Get Started](https://docs.litellm.ai/docs/providers/anthropic#reasoning)
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2. Function Calling - Handle pydantic base model in message tool calls, handle tools = [], and support fake streaming on tool calls for meta.llama3-3-70b-instruct-v1:0 [PR](https://github.com/BerriAI/litellm/pull/9774)
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2. Function Calling - Handle pydantic base model in message tool calls, handle tools = [], and support fake streaming on tool calls for meta.llama3-3-70b-instruct-v1:0 [PR](https://github.com/BerriAI/litellm/pull/9774)
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3. LiteLLM Proxy - Allow passing `thinking` param to litellm proxy via client sdk [PR](https://github.com/BerriAI/litellm/pull/9386)
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3. LiteLLM Proxy - Allow passing `thinking` param to litellm proxy via client sdk [PR](https://github.com/BerriAI/litellm/pull/9386)
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@ -124,20 +124,20 @@ Get started with this [here](https://docs.litellm.ai/docs/tutorials/msft_sso)
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## Spend Tracking Improvements
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## Spend Tracking Improvements
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- OpenAI, Azure
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- **OpenAI, Azure**
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1. Realtime API Cost tracking with token usage metrics in spend logs [Get Started](https://docs.litellm.ai/docs/realtime)
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1. Realtime API Cost tracking with token usage metrics in spend logs [Get Started](https://docs.litellm.ai/docs/realtime)
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- Anthropic
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- **Anthropic**
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1. Fixed Claude Haiku cache read pricing per token [PR](https://github.com/BerriAI/litellm/pull/9834)
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1. Fixed Claude Haiku cache read pricing per token [PR](https://github.com/BerriAI/litellm/pull/9834)
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2. Added cost tracking for Claude responses with base_model [PR](https://github.com/BerriAI/litellm/pull/9897)
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2. Added cost tracking for Claude responses with base_model [PR](https://github.com/BerriAI/litellm/pull/9897)
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3. Fixed Anthropic prompt caching cost calculation and trimmed logged message in db [PR](https://github.com/BerriAI/litellm/pull/9838)
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3. Fixed Anthropic prompt caching cost calculation and trimmed logged message in db [PR](https://github.com/BerriAI/litellm/pull/9838)
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- General
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- **General**
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1. Added token tracking and log usage object in spend logs [PR](https://github.com/BerriAI/litellm/pull/9843)
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1. Added token tracking and log usage object in spend logs [PR](https://github.com/BerriAI/litellm/pull/9843)
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2. Handle custom pricing at deployment level [PR](https://github.com/BerriAI/litellm/pull/9855)
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2. Handle custom pricing at deployment level [PR](https://github.com/BerriAI/litellm/pull/9855)
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## Management Endpoints / UI
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## Management Endpoints / UI
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1. Test Key Tab:
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- **Test Key Tab**
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1. Added rendering of Reasoning content, ttft, usage metrics on test key page [PR](https://github.com/BerriAI/litellm/pull/9931)
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1. Added rendering of Reasoning content, ttft, usage metrics on test key page [PR](https://github.com/BerriAI/litellm/pull/9931)
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<Image
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<Image
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@ -147,7 +147,7 @@ Get started with this [here](https://docs.litellm.ai/docs/tutorials/msft_sso)
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<p style={{textAlign: 'left', color: '#666'}}>
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<p style={{textAlign: 'left', color: '#666'}}>
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View input, output, reasoning tokens, ttft metrics.
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View input, output, reasoning tokens, ttft metrics.
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</p>
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</p>
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2. Tag / Policy Management:
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- **Tag / Policy Management**
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1. Added Tag/Policy Management. Create routing rules based on request metadata. This allows you to enforce that requests with `tags="private"` only go to specific models. [Get Started](https://docs.litellm.ai/docs/tutorials/tag_management)
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1. Added Tag/Policy Management. Create routing rules based on request metadata. This allows you to enforce that requests with `tags="private"` only go to specific models. [Get Started](https://docs.litellm.ai/docs/tutorials/tag_management)
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<br />
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<br />
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@ -159,33 +159,33 @@ Get started with this [here](https://docs.litellm.ai/docs/tutorials/msft_sso)
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<p style={{textAlign: 'left', color: '#666'}}>
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<p style={{textAlign: 'left', color: '#666'}}>
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Create and manage tags.
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Create and manage tags.
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</p>
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</p>
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3. Redesigned Login Screen:
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- **Redesigned Login Screen**
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1. Polished login screen [PR](https://github.com/BerriAI/litellm/pull/9778)
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1. Polished login screen [PR](https://github.com/BerriAI/litellm/pull/9778)
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2. Microsoft SSO Auto-Sync:
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- **Microsoft SSO Auto-Sync**
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1. Added debug route to allow admins to debug SSO JWT fields [PR](https://github.com/BerriAI/litellm/pull/9835)
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1. Added debug route to allow admins to debug SSO JWT fields [PR](https://github.com/BerriAI/litellm/pull/9835)
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2. Added ability to use MSFT Graph API to assign users to teams [PR](https://github.com/BerriAI/litellm/pull/9865)
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2. Added ability to use MSFT Graph API to assign users to teams [PR](https://github.com/BerriAI/litellm/pull/9865)
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3. Connected litellm to Azure Entra ID Enterprise Application [PR](https://github.com/BerriAI/litellm/pull/9872)
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3. Connected litellm to Azure Entra ID Enterprise Application [PR](https://github.com/BerriAI/litellm/pull/9872)
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4. Added ability for admins to set `default_team_params` for when litellm SSO creates default teams [PR](https://github.com/BerriAI/litellm/pull/9895)
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4. Added ability for admins to set `default_team_params` for when litellm SSO creates default teams [PR](https://github.com/BerriAI/litellm/pull/9895)
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5. Fixed MSFT SSO to use correct field for user email [PR](https://github.com/BerriAI/litellm/pull/9886)
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5. Fixed MSFT SSO to use correct field for user email [PR](https://github.com/BerriAI/litellm/pull/9886)
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6. Added UI support for setting Default Team setting when litellm SSO auto creates teams [PR](https://github.com/BerriAI/litellm/pull/9918)
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6. Added UI support for setting Default Team setting when litellm SSO auto creates teams [PR](https://github.com/BerriAI/litellm/pull/9918)
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5. UI Bug Fixes:
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- **UI Bug Fixes**
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1. Prevented team, key, org, model numerical values changing on scrolling [PR](https://github.com/BerriAI/litellm/pull/9776)
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1. Prevented team, key, org, model numerical values changing on scrolling [PR](https://github.com/BerriAI/litellm/pull/9776)
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2. Instantly reflect key and team updates in UI [PR](https://github.com/BerriAI/litellm/pull/9825)
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2. Instantly reflect key and team updates in UI [PR](https://github.com/BerriAI/litellm/pull/9825)
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## Logging / Guardrail Improvements
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## Logging / Guardrail Improvements
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1. Prometheus:
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- **Prometheus**
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- Emit Key and Team Budget metrics on a cron job schedule [Get Started](https://docs.litellm.ai/docs/proxy/prometheus#initialize-budget-metrics-on-startup)
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1. Emit Key and Team Budget metrics on a cron job schedule [Get Started](https://docs.litellm.ai/docs/proxy/prometheus#initialize-budget-metrics-on-startup)
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## Security Fixes
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## Security Fixes
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1. Fixed [CVE-2025-0330](https://www.cve.org/CVERecord?id=CVE-2025-0330) - Leakage of Langfuse API keys in team exception handling [PR](https://github.com/BerriAI/litellm/pull/9830)
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- Fixed [CVE-2025-0330](https://www.cve.org/CVERecord?id=CVE-2025-0330) - Leakage of Langfuse API keys in team exception handling [PR](https://github.com/BerriAI/litellm/pull/9830)
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2. Fixed [CVE-2024-6825](https://www.cve.org/CVERecord?id=CVE-2024-6825) - Remote code execution in post call rules [PR](https://github.com/BerriAI/litellm/pull/9826)
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- Fixed [CVE-2024-6825](https://www.cve.org/CVERecord?id=CVE-2024-6825) - Remote code execution in post call rules [PR](https://github.com/BerriAI/litellm/pull/9826)
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## Helm
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## Helm
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1. Added service annotations to litellm-helm chart [PR](https://github.com/BerriAI/litellm/pull/9840)
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- Added service annotations to litellm-helm chart [PR](https://github.com/BerriAI/litellm/pull/9840)
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2. Added extraEnvVars to the helm deployment [PR](https://github.com/BerriAI/litellm/pull/9292)
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- Added extraEnvVars to the helm deployment [PR](https://github.com/BerriAI/litellm/pull/9292)
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## Demo
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## Demo
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