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@Flcn Flcn commented Jul 19, 2025

…d fallbacks

  • Lower similarity thresholds: 3→2 co-occurrences, 0.1→0.05 similarity in full_sync.py
  • Lower runtime threshold: 0.2→0.1 similarity in collaborative filtering query
  • Add comprehensive debug logging to collaborative filtering method
  • Add content-based fallback when collaborative filtering returns 0 items
  • Algorithm now shows 'collaborative_fallback_content' when fallback is used

This addresses the production issue where only 7.4% of public items had similarities, causing collaborative filtering to return 0 recommendations for most users.

🤖 Generated with Claude Code

…d fallbacks

- Lower similarity thresholds: 3→2 co-occurrences, 0.1→0.05 similarity in full_sync.py
- Lower runtime threshold: 0.2→0.1 similarity in collaborative filtering query
- Add comprehensive debug logging to collaborative filtering method
- Add content-based fallback when collaborative filtering returns 0 items
- Algorithm now shows 'collaborative_fallback_content' when fallback is used

This addresses the production issue where only 7.4% of public items had similarities,
causing collaborative filtering to return 0 recommendations for most users.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
@Flcn Flcn merged commit 93c134c into main Jul 19, 2025
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3 participants