Building AI Powered Surveys with Smarter JSON

This talk explores using JSON schemas and tool calling with LLMs to efficiently edit and integrate JSON, demonstrated through the TempCheck.ai feedback platform.

Overview

LLMs excel at using JSON, but we can be smarter than dumping entire documents in and asking for entire documents out. Intelligent use of JSON schemas, JSON RFCs, and tool calling let us not just ask LLMs to return edit JSON, but having it figure out how to make changes in a way that can be integrated at any part of a product stack. This smarter approach to JSON is the foundation of TempCheck.ai - an AI powered team feedback platform currently in beta.

Links

https://www.tempcheck.ai
AI-powered feedback platform: instant surveys, automated analysis, actionable insights.

Tech stack