{"id":21512124,"url":"https://github.com/aysh2603/aham-chatbot","last_synced_at":"2026-04-17T15:33:20.237Z","repository":{"id":253449298,"uuid":"843533247","full_name":"aysh2603/AHAM-Chatbot","owner":"aysh2603","description":"This repository contains the code for a Retrieval-Augmented Generation (RAG) Chatbot 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.\r\n\r\n## Features\r\n\r\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.\r\n- **Knowledge Base Integration:** The app is connected to a knowledge base, enabling it to retrieve relevant information and provide informed answers.\r\n- **Frontend:** Built with React, the user interface is designed to be responsive and user-friendly.\r\n- **Backend:** Powered by FAST API, ensuring fast and efficient API responses.\r\n- **Database:** ChromaDB is used for managing the knowledge base, providing high-performance search and retrieval.\r\n- **Language Processing:** Langchain is integrated for advanced language model capabilities, enabling complex query handling and natural language understanding.\r\n\r\n## Setup and Installation\r\n\r\n1. Clone the Repository\r\n\r\n```bash\r\n  git clone https://github.com/aysh2603/rag_chat_app.git\r\n```\r\n```bash\r\n  cd rag_chat_app\r\n```\r\n\r\n2. Add your OPENAI API KEY in .env file\r\n\r\n3. Backend Setup\r\n\r\n- Navigate to the Backend Directory\r\n```bash\r\n  cd rag_backend\r\n```\r\n```bash\r\n  cd rag_chatbot\r\n```\r\n\r\n- Installing the Python dependencies\r\n```bash\r\n  pip install -r requirements.txt\r\n```\r\n\r\n- Start the FAST API Server\r\n```bash\r\n  uvicorn app2:app --reload\r\n```\r\n\r\n4. Frontend Setup\r\n\r\n- Navigate to the Frontend Directory\r\n```bash\r\n  cd rag_frontend\r\n```\r\n\r\n- Start the React server\r\n```bash\r\n  npm install\r\n```\r\n```bash\r\n  npm start\r\n```\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faysh2603%2Faham-chatbot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faysh2603%2Faham-chatbot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faysh2603%2Faham-chatbot/lists"}