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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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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Ultra-lightweight fully autonomous AI agent infrastructure with 678 KB single binary, supporting 22+ AI providers and 17+ communication channels.

Model & Inference FrameworkRAGSDK

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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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Open-source platform for testing LLM and agentic apps with AI-powered test generation, adversarial red-teaming, and 60+ evaluation metrics for RAG hallucination detection and conversation consistency verification.

Model & Inference Framework大语言模型SDK

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An open-source framework simplifying LLM integration in Java apps, supporting RAG, tool calling, and agents. Provides a unified API for major models like OpenAI and Gemini, with deep integration for Spring Boot and Quarkus.

Model & Inference FrameworkModel Context ProtocolSDK

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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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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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An agent memory system with biomimetic architecture that enables AI to learn from experience via reflection, featuring multi-strategy retrieval and top performance on LongMemEval benchmark, released under MIT license.

Other大语言模型SDK

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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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