AssociationAI / AI Literacy

Live demo

Intermediate

Try it: chat with a demo data agent

This is what the finished product feels like. Ask the five questions below in plain English and the demo answers from a small fictional dataset, showing its SQL the way a real data agent does. Nothing leaves your browser — and everything here is an example. Your agent will answer from your real tables.

The demo chat

Fictional data for a made-up 1,800-member trade association. Your agent answers from your BigQuery tables instead.

Build your own

The demo above is a hand-coded example on fictional data. A real data agent learns your tables, your column descriptions, your verified queries, and your glossary — then answers your staff's questions against your BigQuery warehouse. The tutorial walks the full click-by-click: enabling the APIs, granting the five IAM roles, adding sources, writing instructions and verified queries, checking it in Preview, and publishing it to the "Chat with your data" page. Read the tutorial.

Download the starter kit

The chat above is the example. The starter kit is what you take to the real build: the agent-build worksheet with a table inventory, description and instruction prompts, a verified-query template, and the publish checklist. Free with your email — that's how we keep the lights on.