Making CSVs Understandable with GenAI

Smart CSV Assistant – Making Raw Data Human-Friendly with GenAI Have you ever opened a CSV file and had no idea what it meant? As someone who works with structured data, I’ve always wanted a tool that could instantly explain what's inside a CSV file in plain English — no code, no setup. That’s what inspired me to build the Smart CSV Assistant using Generative AI. It’s a simplified version of my earlier project, CSVIZ, which helps users visualize and explore datasets. But for this version, I wanted to strip things down and see how far a language model like Gemini could go with just raw CSV content.

Apr 5, 2025 - 20:53
 0
Making CSVs Understandable with GenAI

Smart CSV Assistant – Making Raw Data Human-Friendly with GenAI

Have you ever opened a CSV file and had no idea what it meant? As someone who works with structured data, I’ve always wanted a tool that could instantly explain what's inside a CSV file in plain English — no code, no setup.

That’s what inspired me to build the Smart CSV Assistant using Generative AI. It’s a simplified version of my earlier project, CSVIZ, which helps users visualize and explore datasets. But for this version, I wanted to strip things down and see how far a language model like Gemini could go with just raw CSV content.