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Open-Source Tool Uses LLMs to Scrape Real Estate Listings Within Free API Limits

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A developer has released an open-source real estate scraper built with Python and Streamlit that leverages large language models for semantic data extraction. The tool is designed to collect property listings from real estate websites worldwide. To keep costs low, it employs aggressive DOM cleaning and micro-batch processing to stay within free-tier API usage limits. The project is publicly available on GitHub under the repository Kodomoppoi/Real-estate-Scrapper.

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