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rag repositories

Hand-picked tools to improve your workflow.

Python · Trending

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

155.3k 22.7k 100+

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

125.9k 12.2k 100+
TypeScript · Trending

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

100.2k 8.8k 100+
Go · Trending

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

92.1k 11k 100+
Python · Trending

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

82.9k 10.3k 100+
Python · Trending

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

75.2k 5.8k 100+
Python · Trending

《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按章配套代码

53.9k 6.1k 89