GenerativeAI Chatbot with Langchain, AstraDB, RAG

Welcome to the GenAI Chatbot project! This repository provides an example of using AstraDB in conjunction with Retrieval-Augmented Generation (RAG) techniques for advanced document retrieval and natural language processing tasks.

🚀 Features

• AstraDB Integration: Seamlessly connect and query AstraDB databases.
• Retrieval-Augmented Generation: Enhance your NLP applications with cutting-edge RAG techniques.
• LangChain & OpenAI: Utilize powerful language models and prompt engineering tools.

📋 Prerequisites

• Python 3.x
• Jupyter Notebook or JupyterLab

🔧 Setup

Follow these steps to get started:

1. Clone the repository:

   git clone https://github.com/arnabsaha7/GenAI-Chatbot--Langchain-AstraDB-RAG-.git
   cd AstraDB_with_RAG
   
   

2. Install the required packages:

   pip install -r requirements.txt
   
   

3. Run the notebook:

   Start Jupyter Notebook or JupyterLab and open the `AstraDB_with_RAG.ipynb` notebook.

📚 Usage

This notebook guides you through:

1. Connecting to AstraDB: Learn how to set up and connect to AstraDB using LangChain.
2. Implementing RAG: Discover how to integrate Retrieval-Augmented Generation for improved document retrieval.

🤝 Contributing

We welcome contributions! If you'd like to contribute, please fork the repository and create a pull request with your changes.

📄 License

This project is licensed under a personal License. See the LICENSE file for more details.

📧 Contact

For any inquiries or feedback, feel free to reach out at Email.

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Happy coding! 🎉