AD.

DocSense-RAG for Enterprise Documents by Alok Deep — 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.

AI & NLP

DocSense-RAG for Enterprise Documents by Alok Deep — 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.

AI & NLP

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.

Featured 2026

Highlights

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

Stack

LangChainFAISSFastAPIStreamlitOllamaLLaMA3