Easily deploy Haystack pipelines and agents as REST APIs and MCP Tools. Officially maintained by deepset, featuring OpenAI-compatible endpoints, Chainlit UI integration, streaming responses, and file upload support.

SDKAI AgentsRAG

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A human-friendly high-level declarative language that defines AI agent behavior, knowledge, rules, and persona through ".book" files, with automatic RAG retrieval and multi-LLM provider integration.

Model & Inference Framework大语言模型RAG

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Human-like memory layer for AI agents featuring semantic, episodic, and procedural memory with failure-driven workflow evolution. Offers Python/JS SDKs, REST API, and LangChain/CrewAI integrations.

Docs, Tutorials & ResourcesRAGModel Context Protocol

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A modular voice AI platform based on LiveKit and OpenAI Realtime API, integrating RAG knowledge retrieval, JWT authentication, and MongoDB persistence for real-time outbound calling and domain-specific conversations.

Model & Inference Framework大语言模型Multimodal

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A Python-based MCP protocol implementation framework providing client-server architecture for LLM tool orchestration, integrated with LangChain and ChromaDB for RAG development.

Model & Inference FrameworkRAGAI Agents

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On-device full-stack AI SDK for Flutter with LLM, Vision, Speech, Image Gen, and RAG; features compute budget contracts and adaptive QoS with zero cloud dependency.

大语言模型MultimodalSDK

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A Go-based LLM/AI application development framework open-sourced by CloudWeGo (ByteDance), providing component abstractions, agent orchestration, graph/chain workflows, and streaming capabilities.

Model & Inference FrameworkSDKRAG

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Project NOVA is a multi-agent AI architecture based on n8n and MCP protocol, connecting 25+ specialized agents for intelligent routing and automation across knowledge management, DAW music production, smart home, and development tools. Includes complete Docker containers, n8n workflows, and system prompts for out-of-the-box deployment.

AI AgentsModel Context ProtocolMulti-Agent System

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A framework for building semantic layers, context graphs, and decision intelligence systems with explainability and provenance.

OtherSDK大语言模型

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Java AI application development framework supporting LLM-tool/skill, RAG, MCP, Agent-ReAct, Team-Agent, compatible with Java 8-25, embeddable in SpringBoot, jFinal, Vert.x, Quarkus.

Model & Inference FrameworkSDKMulti-Agent System

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