Database & SQL AI: On-the-fly database transformation with natural language. Connect, transform, and export instantly.
- Amar Harolikar
- Sep 1, 2025
- 1 min read
With DATS-4 Database AI Suite (Open Source):
↳ 𝗖𝗼𝗻𝗻𝗲𝗰𝘁: to any database (MySQL/Postgres) on-the-fly
↳ 𝗜𝗻𝘀𝘁𝗿𝘂𝗰𝘁: the agent to add derived variables or perform data transformations
↳ 𝗘𝘅𝗲𝗰𝘂𝘁𝗲: the agent writes the SQL and creates a new, transformed table and logs the entire process
↳ 𝗩𝗮𝗹𝗶𝗱𝗮𝘁𝗲: review agent reasoning, SQL and debugging carried out by the agent
↳ 𝗘𝘅𝗽𝗼𝗿𝘁: the finished table to CSV for further analysis from right within the app
DATS-4 also supports direct CSV uploads, fixed DB connections and temporary Postgres instance on-the-fly.
The live app, source code, and my full Field Guide are available at the links below.
𝗗𝗶𝗿𝗲𝗰𝘁 𝘁𝗼 𝗗𝗔𝗧𝗦-𝟰: app.tigzig.com/analyzer
𝗠𝗮𝗶𝗻 𝗦𝗶𝘁𝗲 (𝟮𝟱+ 𝗧𝗼𝗼𝗹𝘀): app.tigzig.com
