SQL-Free Analytics: Multi-Agent AI Democratizes Data Access

This project demonstrates a fundamental shift in data accessibility—by removing the SQL knowledge requirement, it opens data insights to non-technical teams. The multi-agent architecture using Gemma 4, CrewAI, and DuckDB shows how modern LLMs can reliably orchestrate complex workflows to transform conversational queries into executable database operations. As enterprises move toward agentic AI systems, this implementation reveals a scalable, production-ready path to truly democratized data analytics.