DocPilot — Local RAG Tool
tools python
DocPilot is a local-first retrieval-augmented generation (RAG) tool designed to let users query private documents without sending data to external cloud APIs. It ingests PDFs, CSVs, and crawled web content; builds embeddings with mxbai-embed-large via Ollama; stores vectors in ChromaDB; and provides a fast CLI for natural-language queries.
Key features:
- Local embeddings via Ollama
- ChromaDB vector store with deduplication
- Configurable retrieval chains using LangChain
- Support for multiple LLMs and offline-first workflows
Repository: https://github.com/ASWIN-ASHOK-dev/docpilot