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10-16-2025 07:15 PM - edited 10-16-2025 07:17 PM
Yes, your approach seems fairly viable . Here are some thoughts.
Step-by-Step Viability
User requests - Supported via Mosaic AI Agent Framework + ResponsesAgent interface
Metadata retrieval - Unity Catalog Functions can query INFORMATION_SCHEMA tables directly
Fetch SQL from repo - Databricks Repos API + Databricks SDK in Python UC Functions
Modify & test SQL - LLM-powered modification + SQL Statement Execution API for testing
Push to repo