Connect ChatGPT to Supabase in 10 Minutes

Transform ChatGPT into a powerful data analysis tool with direct Supabase database connectivity. Query data using natural language, generate charts, and perform statistical analysis.

• Try Supabase Connect GPT
• Watch Video Guide

What This GPT Does

This Custom GPT enables seamless interaction with Supabase databases through natural language:

• Query databases using natural language without writing SQL
• Generate visual charts and graphs from query results
• Perform statistical analysis using Python
• Access real-time data for dynamic analysis
• Handle large datasets efficiently (tested with 1.5M+ records)
• Present results in both table and chart formats
• Run complex analytical tasks like Chi-square tests

How to Use

1. Deploy Backend (5 mins)
   • Fork and deploy the FastAPI server code to Render/Railway.
   • Set DATABASE_URL and REX_API_KEY environment variables.
   • Note down your deployment URL for the next step.
2. Configure GPT (5 mins)
   • Create a new Custom GPT and add instructions.
   • Enable Code Interpreter for chart generation.
   • Add the OpenAPI schema with your endpoint details.
3. Start Analyzing
   • Query your data using natural language.
   • Request visualizations and statistical analysis.
   • View results in tables and charts.

How It Works

The application creates a bridge between ChatGPT and your Supabase database through a FastAPI backend:

• Backend Architecture:
  • FastAPI server handles communication between ChatGPT and database.
  • SQL Alchemy for database operations and query execution.
  • API Key authentication for endpoint security.
• Integration Components:
  • Natural language to SQL translation.
  • Python-based statistical analysis capabilities.
  • Chart generation through Code Interpreter.
  • OpenAPI schema for ChatGPT actions.
• Data Flow:
  • User queries processed by ChatGPT's natural language understanding.
  • Queries converted to SQL and executed on Supabase.
  • Results formatted into tables and visualizations.
  • Statistical analysis performed on query results.

Resources & Examples

• Complete Source Code: FastAPI server code with SQL Alchemy integration and deployment instructions.
• Step-by-Step Video Guide: Detailed walkthrough of setup process and demonstration of features.

This custom GPT transforms ChatGPT into a powerful database analysis tool, enabling natural language interaction with Supabase databases. It simplifies data analysis by combining ChatGPT's language understanding with direct database access.