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memopop-ai Draft v 0.0.0.1 context-v/explorations/Crawl-for-Better-Team-Structured-Output.md

Crawl for Better Team Structured Output

Building a team slide takes analysts 1–2 hours of clicking. The orchestrator already writes prose about teams; what it doesn't do is hand back the structured roster — names, titles, durable photo URLs, professional socials — that the MemoPop app needs to render cards. Here's the option space for closing that gap.

  • Team-Extraction
  • Crawling
  • Firecrawl
  • Crawl4AI
  • LangChain
  • Structured-Output
  • Pydantic
  • Agent-Orchestration
  • MemoPop