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Bulkgrid supports extraction schema generation through a dedicated API route.

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What it does

You provide:
  • an extraction goal or query
  • optional context
  • whether nulls should be allowed
Bulkgrid returns:
  • a generated JSON schema
  • optional notes
The current route requires the extract:schema:generate scope. Generated schemas are validated before the API returns them. If generation fails validation, the service retries once and then returns a structured error.

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Why this matters

This closes a common onboarding gap for extraction. Customers often know what they want to extract but do not yet have a stable schema design.
  • generate a first schema draft
  • review and tighten it manually
  • test the schema with a narrow extraction run
  • expand only after output is stable