pharos

Laurent00TT/pharos

★ 292 stars Python AI/LLM Updated today

Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.

View on GitHub → 🔍 Audit Wallet Slippage →

Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "pharos": {
      "command": "uvx",
      "args": [
        "pharos"
      ]
    }
  }
}

Or install with pip: pip install pharos

README Excerpt

<div align="right"> **English** | [中文](README.zh.md) </div> <div align="center"> <img src="docs/assets/pharos-banner.svg" alt="Pharos — navigation for your team's document library" width="880"> **Turn PDFs, scans, docx, pptx and xlsx into a local knowledge base you can ask questions of — with enterprise access control and citations you can trace back to the page.**

Topics

agentic-ragembeddingsfastapihybrid-searchknowledge-basellmlocal-firstmcpmodel-context-protocolpythonqdrantragretrieval-augmented-generationself-hosted

pharos

Quick Install

README Excerpt

Topics

Related AI/LLM Servers