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LLMs, agent workflows, RAG, MCP, prompting, and AI app patterns
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- 1284 Mcp Tools 03c87257vllm-mlx supports the Model Context Protocol (MCP) for integrating external tools with LLMs.Votes: 0GitHub stars: 9
- 1239 Virtual Keys 5e3bca04Track Spend, and control model access via virtual keys for the proxy :::info - 🔑 [UI to Generate, Edit, Delete Keys (with SSO)](https://docs.litellm.ai/docs/proxy/ui) - [Deploy LiteLLM Proxy with Key Management](https://docs.litellm.ai/docs/proxy/deploy#deploy-with-database) - [Dockerfile.database for LiteLLM Proxy + Key Management](https://github.com/BerriAI/litellm/blob/main/docker/Dockerfile.database) :::Votes: 0GitHub stars: 9
- 1239 Virtual Keys 58995a51Track Spend, and control model access via virtual keys for the proxy :::info - 🔑 [UI to Generate, Edit, Delete Keys (with SSO)](https://docs.litellm.ai/docs/proxy/ui) - [Deploy LiteLLM Proxy with Key Management](https://docs.litellm.ai/docs/proxy/deploy#deploy-with-database) - [Dockerfile.database for LiteLLM Proxy + Key Management](https://github.com/BerriAI/litellm/blob/main/docker/Dockerfile.database) :::Votes: 0GitHub stars: 9
- 1238 User Keys 0e2c7aabLiteLLM Proxy is **OpenAI-Compatible**, and supports: * /chat/completions * /embeddings * /completions * /image/generations * /moderations * /audio/transcriptions * /audio/speech * [Assistants API endpoints](https://docs.litellm.ai/docs/assistants) * [Batches API endpoints](https://docs.litellm.ai/docs/batches) * [Fine-Tuning API endpoints](https://docs.litellm.ai/docs/fine_tuning) LiteLLM Proxy is **Azure OpenAI-compatible**: * /chat/completions * /completions * /embeddings LiteLLM Proxy is ...Votes: 0GitHub stars: 9
- 1236 Provider Discounts F7c1ee52Apply percentage-based discounts to specific providers. This is useful for negotiated enterprise pricing with providers.Votes: 0GitHub stars: 9
- 1232 Logging Spec 8ab16e0eFound under `kwargs["standard_logging_object"]`. This is a standard payload, logged for every successful and failed response.Votes: 0GitHub stars: 9
- 1230 Deploy Ff29e11f[English Version](./deploy_en.md) > 完整的从零开始部署指南，涵盖 PyPI 安装、源码安装、大模型配置、IM 通道接入Votes: 0GitHub stars: 9
- 1230 Deploy B89179ca[English Version](./deploy_en.md) > 完整的从零开始部署指南，涵盖 PyPI 安装、源码安装、大模型配置、IM 通道接入Votes: 0GitHub stars: 9
- 1230 Deploy 928d7fea[English Version](./deploy_en.md) > 完整的从零开始部署指南，涵盖 PyPI 安装、源码安装、大模型配置、IM 通道接入Votes: 0GitHub stars: 9
- 1230 Deploy 4cb3552e[English Version](./deploy_en.md) > 完整的从零开始部署指南，涵盖 PyPI 安装、源码安装、大模型配置、IM 通道接入Votes: 0GitHub stars: 9
- 1230 Deploy 4a663e05[English Version](./deploy_en.md) > 完整的从零开始部署指南，涵盖 PyPI 安装、源码安装、大模型配置、IM 通道接入Votes: 0GitHub stars: 9
- 1230 Deploy 424b4e5c[English Version](./deploy_en.md) > 完整的从零开始部署指南，涵盖 PyPI 安装、源码安装、大模型配置、IM 通道接入Votes: 0GitHub stars: 9
- 1228 Custom Pricing 485f0e83import Image from '@theme/IdealImage';Votes: 0GitHub stars: 9
- 1224 Azure Ai 8c28d9cfLiteLLM supports all models on Azure AI StudioVotes: 0GitHub stars: 9
- 1221 Knowledgebase A57e85ea<Image img={require('../../img/kb.png')} style={{width: '100%', display: 'block', margin: '2rem auto'}} /> <p style={{textAlign: 'left', color: '#666'}}> Use Vector Stores with any LiteLLM supported model </p> LiteLLM integrates with vector stores, allowing your models to access your organization's data for more accurate and contextually relevant responses.Votes: 0GitHub stars: 9
- 1220 Response Api A482d759LiteLLM provides an endpoint in the spec of [OpenAI's `/responses` API](https://platform.openai.com/docs/api-reference/responses) Requests to /chat/completions may be bridged here automatically when the provider lacks support for that endpoint. The model’s default `mode` determines how bridging works.(see `model_prices_and_context_window`) | Feature | Supported | Notes | |---------|-----------|--------| | Cost Tracking | ✅ | Works with all supported models | | Logging | ✅ | Works across all i...Votes: 0GitHub stars: 9
- 1215 Release Notes Generation Instructions 65a0ecf2This document provides comprehensive instructions for AI agents to generate release notes for LiteLLM following the established format and style.Votes: 0GitHub stars: 9
- 1215 Release Notes Generation Instructions 0dc50c74This document provides comprehensive instructions for AI agents to generate release notes for LiteLLM following the established format and style.Votes: 0GitHub stars: 9
- 1212 Mcp Tool Design 54c4e772<overview> How to design MCP tools following prompt-native principles. Tools should be primitives that enable capability, not workflows that encode decisions. **Core principle:** Whatever a user can do, the agent should be able to do. Don't artificially limit the agent—give it the same primitives a power user would have. </overview> <principle name="primitives-not-workflows">Votes: 0GitHub stars: 9
- 1178 Name Skill C4ceee8fSearch and play music tracks on YouTube Music through MCP integration. Use when user wants to search for songs, play music, or discover tracks on YouTube Music platform.Votes: 0GitHub stars: 9
- 1178 Name Skill Bbe977a3Add an MCP server using Dex-safe scope (user by default)Votes: 0GitHub stars: 9
- 1178 Name Skill Ab1ca318Build enterprise agents for Microsoft 365, Teams, and Copilot Studio using the Microsoft 365 Agents SDK with Express hosting, AgentApplication routing, streaming responses, and Copilot Studio client integrations.Votes: 0GitHub stars: 9
- 1178 Name Skill 7b6a4559Microsoft 365 Agents SDK for TypeScript/Node.js. Build multichannel agents for Teams/M365/Copilot Studio with AgentApplication routing, Express hosting, streaming responses, and Copilot Studio client integration. Triggers: "Microsoft 365 Agents SDK", "@microsoft/agents-hosting", "AgentApplication", "startServer", "streamingResponse", "Copilot Studio client", "@microsoft/agents-copilotstudio-client".Votes: 0GitHub stars: 9
- 1178 Name Skill 4bc0f3ffSearch and retrieve content from Reddit. Get posts, comments, subreddit info, and user profiles via the public JSON API. Use when user mentions Reddit, a subreddit, or r/ links.Votes: 0GitHub stars: 9