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Agentic RAG GitHub Repositories (2026) · Open Source Tools

Discover the best Agentic RAG open source repositories on GitHub. Explore trending tools, live star counts, source code, and developer projects updated daily.

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10 matching projects · updated Nov 12, 2026 How we rank ↗
deepset-ai
#3 TRENDING deepset-ai/haystack Python 2019

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

3.4K ↑ +15 today
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pipeshub-ai
#6 TRENDING pipeshub-ai/pipeshub-ai Python NEW 2025

The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

600 ↑ +9 today
jztan
#7 TRENDING jztan/pdf-mcp Python NEW 2026

MCP server that lets Claude Code and other AI agents read and search large PDFs, one file or a whole folder: agentic RAG with hybrid semantic + keyword search, selective page reads, tables, images, OCR, chart data, and multi-column/CJK layouts.

17 ↑ +8 today
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