itsprasun/pythonic-rag-fastapi-react

Document Q&A Chat

This is a RAG (Retrieval Augmented Generation) application that allows you to:

1. 1.Upload documents (PDF/TXT)
2. 2.Ask questions about the content
3. 3.Get AI-powered responses based on the document content

Features

• —Document upload support (PDF, TXT)
• —Real-time chat interface
• —Context-aware responses
• —Modern, responsive UI

Technology Stack

• —Frontend: React with TypeScript
• —Backend: FastAPI
• —Vector Database: For document embeddings
• —LLM: OpenAI for generating responses
• —Docker for deployment

Usage

1. 1.Upload your document using the upload interface
2. 2.Wait for the document to be processed
3. 3.Start asking questions about your document
4. 4.Get AI-generated responses based on the document content