RAG for Enterprise Documents

A dual-mode RAG system for querying financial reports, 10-Ks, and strategy decks — runs fully offline for sensitive workloads, or cloud-deployed for demos and non-sensitive use cases.

• → FastAPI backend with chunking, embedding, retrieval, and reranking
• → Vector DB (FAISS / ChromaDB) with metadata filtering
• → Streamlit UI for upload, chat, and citation inspection
• → LLaMA3 / Mistral via Ollama for local-first deployment