AskDB connects to backend and lets anyone ask data related questions in plain English — no SQL needed.
There were 1,284 new signupsin May 2025. That's up 18% from last month.
SELECT COUNT(*) FROM users WHERE created_at >= '2025-05-01'
A look at the core technical skills behind this build.
The model is fine-tuned to understand natural language inputs and map them to the correct database query, handling ambiguous phrasing, varied sentence structures, and context.
The app connects to a real database backend and fetches live data on every query. No hardcoded responses, no mock data, every answer reflects the actual state of the database.
Every AI response surfaces the exact query it ran underneath. This was a deliberate design choice to make the model's reasoning transparent and verifiable.
The technical flow from question to answer.
The user types a question in plain English into the chat interface, for example, 'How many orders came in last week?'
The fine-tuned model parses the question, determines intent, and constructs the appropriate database query to fetch the right data.
The backend runs the query against the live database and the AI returns both a human-readable answer and the raw query for full transparency.