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ndjordjevic/pinrag

MCP Developer Tools

A Retrieval‑Augmented Generation (RAG) engine that indexes scattered documents—PDFs, GitHub repos, YouTube videos, Discord chats, etc.—and answers questions with citations.

Python Latest v0.9.27 · 3mo ago Security brief →

Features

  • Multi‑format indexing (PDF, local files/directories, Discord exports, YouTube videos, GitHub repos, web docs)
  • Optional YouTube vision enrichment to capture on‑screen code and diagrams
  • Answers with precise citations (page numbers, timestamps, document names, chunk indices)
  • Document tagging and metadata filtering for targeted searches

Recent releases

View all 46 releases →
No immediate action
v0.9.27 Breaking risk

`file_path` removal

Config change
v0.9.26 Breaking

OpenRouter default, OpenAI key removal

No immediate action
v0.9.25 Breaking risk

Removed env vars

No immediate action
v0.9.24 New feature

YouTube vision indexing

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v0.9.23 Breaking risk
Dependencies

CVE fixes for pypdf & requests

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About

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Python Dockerfile

Install & Platforms

Install via
pip

Beta — feedback welcome: [email protected]