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GatherFeed

GatherFeed is the ingestion layer that feeds the Content OS. It implements a Medallion Architecture to transform raw, noisy data into high-quality, structured knowledge.

  • Bronze (Raw): Raw JSON ingestion from external APIs and scrapers. Immutable history.
  • Silver (Structured): Typed, validated, and de-duplicated records using UberMesh schemas.
  • Gold (Knowledge): Searchable, AI-enhanced knowledge nodes ready for publishing.

GatherFeed uses defineType from UberMesh to enforce schema integrity across all tiers. This ensures that a “Product” in the Silver tier is perfectly compatible with the “Product” in your Gold search index.

Built-in FTS5 support and Vectorize integration allow you to query your Gold data with natural language immediately after ingestion.