Built discovery using - Qwen-3-VL-8B for Document Ocr + Prompts + Tool Call - ChromaDB for Vector storage. - BM25 + Embedding model for Hybrid RAG. - Backend- FastAPI + Python - Frontend- React + Typescript - vllm + docker for model deployment on L40 GPU

Demo: https://app.dwani.ai

GitHub: https://github.com/dwani-ai/discovery

Now working on added Agentic features, by continuous analysis of Document with Generated prompts.