TorontoAI + AWS User Group - Demo Day

When and where

Date and time

Wed, Nov 4 · 6:00 p.m.EST — local Toronto time

Location

Amazon Toronto Office (YYZ18)18 York St, Toronto, ON M5J 2V5, Canada, Toronto, ONToronto

About this event

Ask Your Data Warehouse Questions With a Model You Host Yourself Short abstract (for the agenda): A live demo of db-agent, an open-source text-to-SQL agent, querying a Databricks warehouse using a local LLM through Ollama. No model API, no per-question token bill, nothing leaving your network. I'll also show the guardrail that stops the agent from running a destructive query. Longer version (if they ask for one): Text-to-SQL is everywhere now. Running it on a metered model API means every question has a price, and many teams can't send schema to an outside model at all. In this demo I'll run db-agent with a local model through Ollama against a Databricks SQL warehouse on AWS. You'll see what a self-hosted model handles well, where it fails, and the read-only safety layer that keeps it from changing data. Code is open source: github.com/db-agent/db-agent

Official details

Tickets:

Official ticket page for TorontoAI + AWS User Group - Demo Day

Price:

Free

Organizer:

Toronto AI Meetup

Listing source:

meetup

Last verified October 8, 2026 · evntally doesn't sell tickets — we point you to the box office.