{"id":21512123,"url":"https://github.com/aysh2603/rag_chat_app","last_synced_at":"2026-05-05T17:33:39.834Z","repository":{"id":253143819,"uuid":"841540868","full_name":"aysh2603/rag_chat_app","owner":"aysh2603","description":"This repository contains the code for a Retrieval-Augmented Generation (RAG) Chat Bot Application. 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The application leverages a combination of React, FAST API, ChromaDB, and Langchain to provide a seamless and interactive chat experience, augmented with knowledge retrieval capabilities.\n\n## Demo\nhttps://github.com/user-attachments/assets/c4e12e53-6fd0-45d2-9cf8-bfec774b5910\n\n## Features\n\n- **Retrieval-Augmented Generation (RAG):** The chat application combines the power of retrieval-based models and generative models to provide accurate and context-aware responses.\n- **Knowledge Base Integration:** The app is connected to a knowledge base, enabling it to retrieve relevant information and provide informed answers.\n- **Frontend:** Built with React, the user interface is designed to be responsive and user-friendly.\n- **Backend:** Powered by FAST API, ensuring fast and efficient API responses.\n- **Database:** ChromaDB is used for managing the knowledge base, providing high-performance search and retrieval.\n- **Language Processing:** Langchain is integrated for advanced language model capabilities, enabling complex query handling and natural language understanding.\n\n## Setup and Installation\n\n1. Clone the Repository\n\n```bash\n  git clone https://github.com/aysh2603/rag_chat_app.git\n  cd rag_chat_app\n```\n\n2. Backend Setup\n\n- Navigate to the Backend Directory\n```bash\n  cd rag_backend\n  cd rag_chatbot\n```\n\n- Installing the Python dependencies\n```bash\n  pip install -r requirements.txt\n```\n\n- Start the FAST API Server\n```bash\n  uvicorn main:app --reload\n```\n\n3. Frontend Setup\n\n- Navigate to the Frontend Directory\n```bash\n  cd rag_frontend\n```\n\n- Start the React server\n```bash\n  npm install\n  npm start\n```\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faysh2603%2Frag_chat_app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faysh2603%2Frag_chat_app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faysh2603%2Frag_chat_app/lists"}