Dataset Datasheet
A dataset datasheet travels with the data and records the information users need before trusting or reusing it. Its value is specific answers about provenance, limits, and responsibilities.
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Document Pipelines for Retrieval
A retrieval index is derived data. Track which document version produced each chunk, refresh only what changed, delete everywhere, and validate before publishing.