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Stories with tags: source-deduplication, python

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Fix Source Ingestion: Deduplicate and Relevance-Filter YouTube Inputs

article Daily Digest calendar_today 2025-12-27 Daily

sell youtube sell python sell data-pipelines sell source-deduplication sell ai-in-sdlc

The input set contains the same YouTube video twice and content unrelated to backend/AI-in-SDLC, exposing gaps in our ingestion pipeline. Add deterministic deduplication by YouTube videoId and a lightweight relevance classifier on titles/descriptions to filter off-topic items. This reduces noise bef...

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