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recsys-algo

Deterministic recommendation engine with explainable scoring, optional personalization, and merchandising rules.

This module is the ranking core of the suite. It consumes candidate sets (popularity, co-visitation, similarity, etc.), applies constraints/rules, and produces a ranked list with optional explain/trace details.

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Where this fits

  • recsys-service calls into recsys-algo to generate ranked outputs.
  • recsys-pipelines produces artifacts/signals that the service exposes as stores.
  • recsys-eval validates changes in ranking behavior and business KPIs.