# Real Estate Scraper A token-efficient scraper with llm formatting

> Source: <https://dev.to/random724citizen_c9f6b7d8/real-estate-scraper-a-token-efficient-scraper-with-llm-formatting-25o5>
> Published: 2026-08-31 11:23:14+00:00

An open-source Python + Streamlit app that uses LLM semantic extraction for real estate listings worldwide. Designed to run smoothly within free-tier API quotas through aggressive DOM cleaning and micro-batch processing.

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