I Built an AI Data Chat Tool in My Portfolio App Using Gemma 4, CrewAI, DuckDB, Supabase Edge Functions & Google Cloud Run 🚀

A deep dive into building a natural-language data analytics tool that lets anyone upload a CSV and chat with their data — no SQL needed. Powered by Gemma 4 on Hugging Face, CrewAI agents, DuckDB, Supabase Edge Functions, and Google Cloud Run.

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