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[ARTICLE · art-116491] src=dev.to ↗ pub= topic=developer-tools verified=true sentiment=· neutral

Real Estate Scraper A token-efficient scraper with llm formatting

A developer released an open-source Python and Streamlit app that scrapes real estate listings worldwide and uses LLM semantic extraction to format them. The tool is designed to operate within free-tier API quotas through aggressive DOM cleaning and micro-batch processing.

read1 min views1 publishedAug 31, 2026
Real Estate Scraper A token-efficient scraper with llm formatting
Image: Dev.to

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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