Problem
Large PDFs are difficult to search manually, and generic chatbot answers can drift away from the source document.
RAG Document Intelligence · 2024
DocuMind-AI
RAG PDF assistant that chunks and embeds uploads in ChromaDB, then attaches source passages so answers remain traceable to the indexed document.
Solution
DocuMind-AI parses PDFs, creates semantic chunks, stores vectors, retrieves relevant context, and answers questions from the uploaded content.
Impact
- PDF upload and parsing
- Semantic retrieval
- Source-aware responses
- RAG-based question answering