开源 RAG 框架

griptape-ai

griptape

★ 2,577

Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.

Agent-Field

agentfield

★ 2,562

Build, run and scale AI agents like API and microservices

Natively-AI-assistant

natively-cluely-ai-assistant

★ 2,516

Natively — Free open-source AI meeting assistant, interview copilot, and note taker. The best alternative to Cluely, Otter, Granola, Final Round AI, Fireflies, and Interview Coder. Real-time transcription, AI meeting notes, lecture recording, local RAG, BYOK, and stealth mode. Runs locally. No subscriptions. No data breaches.

Zleap-AI

SAG

★ 2,487

A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.

UnicomAI

wanwu

★ 2,472

China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development platform. It helps users build applications such as intelligent agents, workflows, and rag, and also supports model management. The platform features a developer-friendly license, and we welcome all developers to build upon the platform.

milvus-io

bootcamp

★ 2,444

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

0xMassi

webclaw

★ 2,345

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

Astro-Han

karpathy-llm-wiki

★ 2,249

Agent Skills-compatible LLM wiki for Claude Code, Cursor, and Codex. Build a Karpathy-style knowledge base from raw sources, citations, and linting.

microsoft

kernel-memory

★ 2,235

Research project. A Memory solution for users, teams, and applications.

samchon

nestia

★ 2,177

NestJS Helper + AI Chatbot Development

zhimaAi

chatwiki

★ 2,076

ChatWiki 微信公众号的AI知识库工作流Agent平台，RAG大模型AI客服机器人，致力于成为垂直领域的coze、n8n。

future-agi

future-agi

★ 2,007

Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.

Andrew-Jang

RAGHub

★ 1,998

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

szczyglis-dev

py-gpt

★ 1,918

Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, speech synthesis and recognition, web search, memory, presets, assistants,and more. Linux, Windows, Mac

vstorm-co

full-stack-ai-agent-template

★ 1,895

Full-stack AI app generator — FastAPI + Next.js with AI Agents, RAG, streaming, auth, and 20+ integrations out of the box.

safe-graph

graph-fraud-detection-papers

★ 1,893

A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources

MicrosoftDocs

mcp

★ 1,889

Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

BidingCC

BuildingAI

★ 1,886

AI时代的WordPress，东半球首个积木式AI应用搭建系统，人人都可免费搭建自己的AI应用系统，例如企业智能体系统、AI漫剧系统、AI论文学术系统、AI客服系统...

zhaoyang97

Paper-Notes

★ 1,869

📚 数千篇 AI、LLM、NLP、CV 顶会论文解读，每篇 5 分钟读懂核心思想。

thinkwee

AgentsMeetRL

★ 1,842

Awesome List for Agentic RL

robustmq

robustmq

★ 1,803

人工智能时代的通信基础设施，一个二进制文件，一个代理，一个存储层，任何协议。

onestardao

WFGY

★ 1,791

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.

trpc-group

trpc-agent-go

★ 1,787

一个 Go 框架，用于构建具有图形工作流程、工具、内存、A2A、AG-UI、MCP、评估和可观察性的生产代理系统。

SmartFlowAI

EmoLLM

★ 1,783

心理健康大模型 (LLM x Mental Health), Pre & Post-training & Dataset & Evaluation & Depoly & RAG, with InternLM / Qwen / Baichuan / DeepSeek / Mixtral / LLama / GLM series models