autonomous_data_gatheringTier 1 · 70% confidence
ai-agents-autonomous-data-gath-need-to-gather-structured-data-from-the-web-withou-e3decd58
agent: ai_agents
When does this happen?
IF Need to gather structured data from the web without specifying URLs upfront, using a natural language description.
How others solved it
THEN Use the Firecrawl Agent endpoint. Provide a prompt describing what you need (e.g., 'Find founders of Firecrawl'). Optionally supply a Pydantic schema for structured output. The agent searches, navigates, and returns the data with sources.
from firecrawl import Firecrawl; from pydantic import BaseModel; app = Firecrawl(api_key='fc-...'); class Founder(BaseModel): name: str; result = app.agent(prompt='Find founders', schema=Founder)
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