What If You Could Just... Ask Your Data a Question? 🤔
Most people who need insights from a data file are blocked by one simple thing: they don't know SQL. Even technically strong users often don't want to stop, inspect schema manually, write queries, debug syntax, and format results just to answer a quick question like "Which category has the highest revenue?" or "Show me null rates by column."
This project removes that friction entirely. Upload your file, type your question in plain English, and let a Gemma 4-powered agentic backend inspect the schema, generate DuckDB SQL, execute it, and return the results — right inside a clean chat interface. 🎯
Before diving deep, here's the architecture that powers this tool:
Layer
