I built a chat interface that extracts context (locations, budgets, goals, preferences) from natural conversation and visualizes it in a live side panel.

The idea: most AI chat is a flat wall of text. But when you're planning a trip or scoping a project, the structured information matters more than the prose. So instead of burying it in paragraphs, the UI pulls it out and displays it — maps for locations, cards for budgets and preferences.

I recently had another submission here on HN: https://news.ycombinator.com/item?id=47205890

Limits:

- Only supports a pre-defined user profile

- Note that the underlying AI model is simple, to keep costs down, this is about the concept of Visual Contextual Chat.