{"slug": "real-estate-scraper-a-token-efficient-scraper-with-llm-formatting", "title": "Real Estate Scraper A token-efficient scraper with llm formatting", "summary": "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.", "body_md": "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.\n\n## Top comments (1)\n\nSubscribe\n\nFor further actions, you may consider blocking this person and/or [reporting abuse](/report-abuse)", "url": "https://wpnews.pro/news/real-estate-scraper-a-token-efficient-scraper-with-llm-formatting", "canonical_source": "https://dev.to/random724citizen_c9f6b7d8/real-estate-scraper-a-token-efficient-scraper-with-llm-formatting-25o5", "published_at": "2026-08-31 11:23:14+00:00", "updated_at": "2026-08-31 11:52:34.883030+00:00", "lang": "en", "topics": ["developer-tools", "artificial-intelligence"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/real-estate-scraper-a-token-efficient-scraper-with-llm-formatting", "markdown": "https://wpnews.pro/news/real-estate-scraper-a-token-efficient-scraper-with-llm-formatting.md", "text": "https://wpnews.pro/news/real-estate-scraper-a-token-efficient-scraper-with-llm-formatting.txt", "jsonld": "https://wpnews.pro/news/real-estate-scraper-a-token-efficient-scraper-with-llm-formatting.jsonld"}}