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Stop Giving Channel Bios a Vote in Every Video Search

This story is from 2026-10-22. It is preserved in the archive; the latest stories are on the live feed.

Embedding every exported field gives a creator's biography a vote in every video search. Example: you search for “sourdough starter,” and a bicycle-repair Short becomes a plausible match because its uploader's biography mentions baking. Your ingestion code used json.dumps(row) . The biography came…

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  1. 2026-10-22 13:14 · DEV Community — Machine Learning
    Stop Giving Channel Bios a Vote in Every Video Search

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