https://github.com/rohanchanana2/sql-query-agent

A system that converts natural language questions into SQL queries, executes them on a PostgreSQL database, and provides structured responses using LangChain and ChatGroq.
https://github.com/rohanchanana2/sql-query-agent

groq jupyter-notebook postgresql

Last synced: 20 days ago
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A system that converts natural language questions into SQL queries, executes them on a PostgreSQL database, and provides structured responses using LangChain and ChatGroq.

• Host: GitHub
• URL: https://github.com/rohanchanana2/sql-query-agent
• Owner: rohanchanana2
• Created: 2025-01-14T03:40:50.000Z (25 days ago)
• Default Branch: main
• Last Pushed: 2025-01-14T03:46:35.000Z (25 days ago)
• Last Synced: 2025-01-14T04:43:12.535Z (25 days ago)
• Topics: groq, jupyter-notebook, postgresql
• Language: Jupyter Notebook
• Homepage:
• Size: 14.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# LangChain SQL Query Agent with ChatGroq

This project demonstrates the integration of LangChain's SQL utilities and ChatGroq, a language model, to create an intelligent agent that can generate and execute SQL queries based on natural language user inputs. The application interacts with a PostgreSQL database to retrieve and process data.

## Features

- **Natural Language to SQL**: Convert user questions into SQL queries.

- **PostgreSQL Integration**: Execute queries directly on a PostgreSQL database.

- **Flexible LLM Integration**: Leverage the ChatGroq model for structured output and dynamic query generation.

- **State Management**: Maintain the application state for questions, queries, results, and answers.