DocuMind — Your Local Document Assistant

DocuMind is an advanced Retrieval-Augmented Generation (RAG) system engineered for maximum corporate and personal privacy. It runs 100% offline using Large Language Models (LLMs) served locally via Ollama.

Key Features

• Absolute Privacy (Offline First): No data ever leaves your machine. PDF parsing, embedding generation, and inference happen entirely on bare metal.
• Advanced RAG Pipeline: Ingests complex PDFs, performs intelligent semantic chunking, and generates highly accurate vector embeddings.
• Inference Optimization: Designed to run on consumer hardware by utilizing model quantization and local GPU acceleration integrations.
• Semantic Search & Chat: Natural chat interface to “talk” to your technical manuals, legal contracts, or books and retrieve exact citations.

Tech Stack

Built entirely in Python leveraging LangChain / LlamaIndex, a local vector store (ChromaDB / FAISS), and Ollama for model serving (e.g., Llama 3).