An AI chatbot featuring conversational memory, designed to enable users to discuss their CSV data in a more intuitive manner. 📄
By integrating the strengths of Langchain and OpenAI, ChatBot-CSV employs large language models to provide users with seamless, context-aware natural language interactions for a better understanding of their CSV data.🧠
For better understanding, see my medium article 🖖 : Build a chat-bot over your CSV data
To use ChatBot-CSV, simply visit the following link :
- Implementation of CSV agent (enable precises responses on the csv file structure)
- Custom prompt for the chatbot (let the user choose the behavior of the chatbot)
Follow these steps to set up and run the service locally :
- Python 3.8 or higher
- Git
Clone the repository :
git clone https://github.com/yvann-hub/ChatBot-CSV.git
Navigate to the project directory :
cd ChatBot-CSV
Create a virtual environment :
python -m venv .venv
.\.venv\Scripts\activateInstall the required dependencies in the virtual environment :
pip install -r requirements.txt
Launch the chat service locally :
streamlit run src/chatbot_csv.py
Contributions are always welcome! If you want to contribute to this project, please open an issue, submit a pull request or contact me at [email protected] (:
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