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Gemini analyzes floor plans for real estate search, separating perception from judgment

By PulseAugur Editorial · [1 sources] ·

A developer created an AI tool for the All Things Agentic Hackathon that analyzes real estate floor plans to help users find homes matching specific criteria beyond standard filters. Initially, the system failed to process images, relying solely on addresses, but was improved by separating perception (handled by Gemini) from judgment (handled by custom code). This separation allows for faster, cached results, swappable preference rules, and measurable accuracy, with the developer generating floor plans with Gemini 3.1 Flash Image to create a ground truth for testing. AI

IMPACT Demonstrates a practical application of LLMs for specialized data analysis, improving search capabilities beyond standard filters.

RANK_REASON Developer project using an LLM for a specific application.

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Gemini analyzes floor plans for real estate search, separating perception from judgment

How we ranked this

Signal score
32 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Developer project using an LLM for a specific application.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, infra
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. dev.to — LLM tag TIER_1 English(EN) · Shivam Garg ·

    Gemini reads the floor plan. Code decides what it means.

    <p><em>I created this post for the purposes of entering the All Things Agentic Hackathon.</em></p> <p>My wife and I have looked at twenty-two houses this year. We still haven't bought one.</p> <p>It isn't that nothing's available. It's that what rules a house out for us isn't on …

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