DbRheo-CLI  by Din829

AI agent for database operations and data analysis

Created 1 month ago
311 stars

Top 86.5% on SourcePulse

GitHubView on GitHub
Project Summary

DbRheo-CLI is an AI-powered command-line agent designed for database operations and data analysis. It targets engineers and power users, enabling natural language interaction for querying, schema exploration, risk assessment, and Python-driven data analysis, thereby streamlining database management and insights generation.

How It Works

The agent processes natural language commands to generate SQL queries, discover database schemas, and execute Python code for analysis and visualization. It employs an asynchronous architecture for high performance and supports multiple database backends through a modular adapter system. This approach allows for efficient, flexible, and intelligent interaction with diverse database environments.

Quick Start & Requirements

  • Install: Clone the repository, then pip install -r requirements.txt.
  • Prerequisites: Python 3.9+, an API key (Google or OpenAI), and database connection details configured in .env. Node.js 20+ is required for Web UI development.
  • Supported Databases: PostgreSQL 12+, MySQL/MariaDB 8.0+, SQLite 3.35+.
  • Docs/Demo: Official quick-start guide within the README.

Highlighted Details

  • Natural Language Interface: Executes database operations and data analysis tasks via natural language prompts.
  • Intelligent SQL Generation: Automatically creates safe and optimized SQL queries.
  • Risk Assessment: Pre-detects and warns about potentially dangerous database operations.
  • Python Integration: Enables data analysis, visualization, and automation using Python scripts.
  • Multi-Database Support: Connects to PostgreSQL, MySQL, and SQLite via an extensible adapter interface.
  • Data Export: Outputs results in CSV, JSON, and Excel formats.

Maintenance & Community

No specific details on contributors, sponsorships, or community channels were found in the provided README snippet.

Licensing & Compatibility

The license type and compatibility notes for commercial use or closed-source linking are not specified in the provided README snippet.

Limitations & Caveats

The project currently does not recommend Claude models due to an unaddressed PromptCaching limitation. Node.js is exclusively for Web UI development, not core CLI functionality.

Health Check
Last Commit

2 weeks ago

Responsiveness

Inactive

Pull Requests (30d)
0
Issues (30d)
1
Star History
193 stars in the last 30 days

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