metadata

title: RAG with MMR + PDF Upload
emoji: 📄
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.29.0
app_file: app.py
pinned: false
license: apache-2.0

🧠 Retrieval-Augmented Generation with MMR and PDF Upload

This Gradio demo allows you to:

Upload a PDF document
Chunk the content and embed using MiniLM
Store and search chunks using FAISS with Maximal Marginal Relevance (MMR)
Answer questions using FLAN-T5

Powered by LangChain + HuggingFace + Gradio + FAISS