Connect ChatGPT to any Database
Connect ChatGPT to any MySQL & PG database for querying and analysis and Python stats and chart
Connect to Any Database with ChatGPT
An AI-powered database companion that lets you chat with, query, transform, and analyze data from MySQL or PostgreSQL databases using natural language or voice inputs.
What This GPT Does
This Custom GPT provides a seamless interface between natural language and databases:
- Connect to any MySQL or PostgreSQL database through secure channels
- Query databases using natural language that gets converted to SQL
- Run complex statistical analysis with built-in Python code interpreter
- Create visual data representations with auto-generated charts
- Fast deployment with no custom UI builds or agent setups required
- Cost-effective solution with no separate token costs beyond ChatGPT subscription
- Works with both text and voice inputs (using regular voice mode)
How to Use
- Connect Your Database
- Simply provide your database credentials (host, user, password, database name).
- Format doesn't matter - the GPT can parse credentials from various formats.
- Test the connection with a simple query like "show me some tables".
- Query Your Data
- Ask questions in natural language: "Show me the top 10 customers by purchase value".
- REX-GD will generate and execute the appropriate SQL query.
- Review results directly in the chat interface.
- Analyze and Visualize
- Request statistical analysis: "Calculate average order value by month".
- Ask for visualizations: "Create a bar chart of sales by region".
- Use the generated charts directly in your presentations through screenshots.
How It Works
This custom GPT connects ChatGPT's interface with a FastAPI backend for database interactions:
- Natural Language Processing:
- ChatGPT interprets your natural language requests.
- Natural language is intelligently converted to structured SQL queries.
- AI determines the context and intent of your database questions.
- Database Connectivity:
- FastAPI server acts as a bridge between ChatGPT and your databases.
- Connection strings can be provided in URI format or as separate parameters.
- The server handles authentication and query execution through encrypted channels.
- Results are formatted and returned to the chat interface.
- Analysis and Visualization:
- Built-in OpenAI Code Interpreter executes Python for data analysis.
- OpenAPI schema defines how ChatGPT interacts with the FastAPI endpoints.
- Sample records can be analyzed internally without exposing raw data.
- Create charts like combo charts with dual axes to visualize analytical results.
Resources & Examples
- Source Code & Build Guide: FastAPI Server for connecting ChatGPT to any database, with JSON schema for Custom GPT setup.
- Natural Language to SQL Guide: Understanding the basics of NL-to-SQL, FastAPI servers, and connecting AI to databases.
This custom GPT was developed to bring the power of ChatGPT to database operations. It offers a simple but powerful approach to database interaction - no custom UI builds or complex agent setups required. Just connect, chat, and analyze your data with the familiar ChatGPT interface.
About the App
Getting Started with REX-GD GPT
Overview
REX-GD GPT is a powerful Custom GPT designed for database connectivity and analysis. It combines natural language processing with database operations, making it easy to query and analyze data from any MySQL or PostgreSQL database.
Check out Full Linkedin Post for demo, source code and build guide
https://link.tigzig.com/rexGD
Key Features
Universal Database Connectivity
- MySQL and PostgreSQL support
- Real-time database connections
- Multiple database support
Analysis Capabilities
- Natural language to SQL conversion
- Python statistical analysis
- Chart generation
- Data visualization
Python Integration
- Built-in code interpreter from OpenAI
- Statistical analyis with built in Python code interpreter
- Built in python chart generation from OpenAI
Basic Usage
Connect Your Database
- Provide connection credentials in any format
- Test connection
- Verify database access
Query Your Data
- Use natural language
- Review generated SQL
- Execute queries
- View results
Analyze and Visualize
- Run statistical analysis
- Generate charts
- Export results
- Share insights