{
  "id": 4637383,
  "title": "Real Estate Scraper A token-efficient scraper with llm formatting",
  "url": "https://urgent.news/2026/08/31/real-estate-scraper-a-token-efficient-scraper-with-llm-formatting",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-31T11:23:14.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/random724citizen_c9f6b7d8/real-estate-scraper-a-token-efficient-scraper-with-llm-formatting-25o5"
  },
  "original_language": "en",
  "account": null,
  "summary": "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. Repo: https://github.com/Kodomoppoi/Real-estate-Scrapper",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}