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  "path": "/kasrakhaksar/introducing-py-auto-migrate-database-migration-made-simple-1oke",
  "publishedAt": "2026-06-18T15:08:39.000Z",
  "site": "https://dev.to",
  "tags": [
    "python",
    "opensource",
    "database",
    "ai",
    "https://github.com/kasrakhaksar/py-auto-migrate",
    "https://pypi.org/project/py-auto-migrate/"
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  "textContent": "Honestly, sometimes migrating between databases during a project is difficult.\n\nFor example, transferring tables between relational databases or transferring data between a relational database and a NoSQL database.\n\nThat's why I built **Py-Auto-Migrate**.\n\n##  What is Py-Auto-Migrate?\n\nPy-Auto-Migrate is an open source tool that automatically transfers data between different database systems.\n\nSimply provide a **source** and **target** database, and the tool will:\n\n  * Detect schemas automatically\n  * Map data types between databases\n  * Create missing tables and databases\n  * Migrate data with minimal configuration\n\n\n\n##  Installation\n\n\n    pip install py-auto-migrate\n\n\nExample:\n\n\n\n    py-auto-migrate migrate \\\n      --source \"mongodb://user:pass@localhost:27017/source_db\" \\\n      --target \"mysql://user:pass@localhost:3306/target_db\"\n\n\n##  Features\n\n  * Supports SQL and NoSQL databases\n  * Automatic schema detection and creation\n  * Migrate a single table or an entire database\n  * AI-powered filtering and querying using natural language (only relational databases)\n  * Web dashboard\n\n\n\n###  Supported Databases\n\n  * MySQL\n  * PostgreSQL\n  * Oracle\n  * SQL Server\n  * MariaDB\n  * SQLite\n  * MongoDB\n  * Redis\n  * DynamoDB\n  * Elasticsearch\n  * ClickHouse\n\n\n\n##  Web Dashboard\n\nFor users who prefer a GUI, Py-Auto-Migrate includes a dashboard:\n\n\n\n    py-auto-migrate dashboard\n\n\n⚠️ **Py-Auto-Migrate is still in its early stages and should not be considered a fully stable release yet.**\n\n##  Project links :\n\n**GitHub:** https://github.com/kasrakhaksar/py-auto-migrate\n\n**PyPI:** https://pypi.org/project/py-auto-migrate/",
  "title": "Introducing Py-Auto-Migrate: Database Migration Made Simple"
}