stantalksai
The Problem Traditional event floor plans are static, failing to account for the fluid, unpredictable nature of human behavior in temporary spaces.
Core trick
Gemini Vision parses hand-drawn floor-plan sketches into structured zones, then agent personas with multipliers simulate crowd flow over time.
Description
The Problem
Traditional event floor plans are static, failing to account for the fluid, unpredictable nature of human behavior in temporary spaces.
The Solution
The Living Blueprint bridges this gap by using AI to transform hand-drawn sketches into dynamic, agent-based simulations. It allows organizers to stress-test layouts before a single table is moved.
Key Features & Stack
Sketch-to-Simulation: Uses Gemini Vision to rapidly digitize physical sketches into structured data.
Intelligent Agents: Automatically generates diverse personas (Participants, Staff, Organizers) with unique goals.
Behavior Engine: A prompt-driven system that simulates specific scenarios like "Pizza Arrival" or "Final Crunch" using persona-specific multipliers.
The "Vibe Check": AI-driven qualitative analysis to identify bottlenecks and underutilized zones.
Analytics: Provides heatmaps and travel-time reports to optimize occupancy and flow.
README excerpt
<div align="center"> <img width="1200" height="475" alt="GHBanner" src="https://github.com/user-attachments/assets/0aa67016-6eaf-458a-adb2-6e31a0763ed6" /> </div> # Run and deploy your AI Studio app This contains everything you need to run your app locally. View your app in AI Studio: https://ai.studio/apps/e1f2bb16-119e-4ec4-9c11-1e00fd2a756b ## Run Locally **Prerequisites:** Node.js 1. Install dependencies: `npm install` 2. Set the `GEMINI_API_KEY` in [.env.local](.env.local) to your Gemini API key 3. Run the app: `npm run dev`