+ GenAI & RAG
Multimodal RAG Chatbot (URL, PDF & Image)
RAG chatbot for web pages and PDFs plus image understanding with Google Gemini vision, built on Flask, LangChain and ChromaDB.
Source code is private
Overview
A Flask chatbot that ingests web URLs and PDF links, chunks them (1000 characters, 200 overlap) into ChromaDB and answers questions with retrieval-augmented generation. Users can also upload images and ask questions about them through Gemini's vision model, and switch between document-grounded and general chat modes.
Highlights
- RAG over web URLs and PDFs with chunking and semantic retrieval
- Image question answering with Gemini vision
- Two chat modes: document-grounded and general
- Automatic text extraction from HTML and PDF
Tech stack
Gallery
