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entity-people-search

Direct lookup of the contact entity — OnFire’s canonical LinkedIn people data — through ask_onfire.

  • “Find engineers at Northwind.”
  • “Who are the VPs of Security at US banks?”
  • “Show me people with a specific tool in their profile summary.”
  • Any people search answerable with structured filters, rather than an AI-ranked “who should I approach” question.
  • ask_onfire takes a structured QueryIR, not SQL — entity, select, filters, insight filters, joins.
  • Persona and technology concepts belong in insight_filters, not in a job_title guess; resolve_insights comes first.
  • How to size a result before pulling it, and how to hand the resulting dataset to the next tool.

ask_onfire · resolve_insights · query_datasets · download_dataset