Clarify how audio becomes trainable and queryable data
Constraint: The guidance had to align with the repo's existing manifest and pgvector templates while staying usable for later industrial ingestion. Rejected: A purely conceptual note | It would not be actionable for future sessions or data engineering work. Confidence: high Scope-risk: narrow Directive: Keep future dataset onboarding and pgvector ingestion changes anchored on manifest-first contracts and stable song identifiers. Tested: Relative markdown links for the updated docs were validated locally and repository anchor files were confirmed present. Not-tested: No model retraining or database ingestion was run in this documentation-only stage.
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