SQLGenius is an AI-driven MCP-based system that transforms natural language questions into SQL queries, enabling users to explore BigQuery data with ease. It offers an intuitive Streamlit interface for querying, visualization, and schema exploration, integrating advanced AI models for accurate language understanding and safe query execution.
Added on:
Created by:
Mar 26 2025
SQLGenius is an AI-driven MCP-based system that transforms natural language questions into SQL queries, enabling users to explore BigQuery data with ease. It offers an intuitive Streamlit interface for querying, visualization, and schema exploration, integrating advanced AI models for accurate language understanding and safe query execution.
Added on:
Created by:
Mar 26 2025
Pawan Kumar
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What is SQLGenius?
SQLGenius utilizes the Model Context Protocol (MCP) to provide a comprehensive SQL assistant experience. It converts natural language questions into SQL commands via Vertex AI's Gemini Pro, supports schema exploration, and allows direct SQL execution. The system includes features like real-time visualization of query results, schema and data sample viewing, and query validation for security. Built with a frontend in Streamlit, it ensures user-friendly interaction for data analysts, developers, and business intelligence professionals seeking efficient data querying and analysis with minimal technical barriers.
Who will use SQLGenius?
- Data Analysts
- Developers
- Business Intelligence Professionals
- Data Scientists
- Database Administrators
How to use the SQLGenius?
- Step1: Clone the repository from GitHub.
- Step2: Install dependencies with 'pip install -r requirements.txt'.
- Step3: Configure environment variables and API credentials.
- Step4: Launch the Streamlit app with 'streamlit run streamlit_app.py'.
- Step5: Use the interface to ask natural language questions or write SQL queries, and explore schemas and results.
SQLGenius's Core Features & Benefits
The Core Features
- Natural language to SQL conversion
- Schema exploration
- SQL query execution
- Real-time data visualization
- Query history tracking
- Security validation
The Benefits
- Simplifies complex data querying
- Enhances productivity with AI-powered assistance
- Allows easy data insights exploration
- Secure and validated query execution
- Intuitive user interface for non-technical users
SQLGenius's Main Use Cases & Applications
- Data exploration and analysis
- Business intelligence reporting
- Ad-hoc querying for data analysts
- Educational tools for learning SQL and data concepts
- Integration into data pipelines for automated querying
FAQs of SQLGenius
Developer
- pawankumar94
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