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lilbee
chat with your documents locally, or plug into AI agents via MCP
GitHub
Source code
PyPI
pip install lilbee
API Reference
OpenAPI / Redoc
Coverage
100% test coverage
Chat with documents locally using Ollama
MCP server + JSON CLI for AI agent integration
HTTP REST API with streaming SSE
PDFs, Office docs, images (vision OCR), 150+ code languages
Per-project databases (git-like .lilbee/ model)
AST-aware code chunking via tree-sitter
No cloud APIs, no Docker — fully local
pip install lilbee