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ScrapeIQ — Web Intelligence Platform

Browser automation + local LLM enrichment for compliance-sensitive web intelligence.

ScrapeIQ — Web Intelligence Platform
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Tech stack

  • Python
  • Playwright
  • Ollama
  • ChromaDB
  • FastAPI

Problem

Legal teams needed to monitor regulatory updates across multiple government portals. Off-the-shelf scrapers break on JavaScript-heavy sites and have no semantic understanding. Cloud LLMs can't be used because the documents are subject to data residency rules.

Solution

ScrapeIQ combines Playwright headless browser automation (which handles auth, dynamic content, and anti-bot) with local Ollama for semantic enrichment. ChromaDB indexes everything for downstream querying. Cron-driven scheduled crawls with diff detection alert the team to material changes.

Outcome

Legal teams now get curated, semantically-tagged regulatory updates within minutes of publication. Zero data leaves their network.

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