Chat with CSV or Database

If you want to chat with your database, csv or any other data source. check this github repo https://github.com/leodeveloper/end-to-end-chatbot and this running version https://csvdatabasechat.streamlit.app/

the above example how you can use gpt-4o model in order to chat with your database or any other source of data for example mongodb, nosql database, oracle and csv

Features

• Chat Interface: Provides a user-friendly chat interface for interacting with the database.
• Query Processing: Parses natural language queries and converts them into SQL queries.
• Database Interaction: Performs CRUD (Create, Read, Update, Delete) operations on the local SQL database CSV file.
• Streamlit Web Application: Presents the chat bot interface as a web application using Streamlit.
• NLP Integration: Utilizes LangChain for processing natural language queries.
• Easy Deployment: Streamlit allows for easy deployment of the web application.

Technologies Used

• Python: Core programming language for the entire project.
• Streamlit: For creating the interactive web application.
• LangChain: NLP library for processing natural language queries.
• Python library for managing the local SQL database CSV file.