Tutorials

In this tutorial you will follow a guided walkthrough and verify a working result.

Who this is for

• People who want a guided, runnable walkthrough of RecSys (copy/paste steps).

What you will get

• Local “first success” (hello recommendations)
• A full end-to-end loop (serve → log → evaluate → ship/rollback)
• A production-like run you can mirror in staging

Choose a tutorial

• Quickstart (10 minutes)
  Fastest path to a non-empty POST /v1/recommend response and an exposure log.
• Local end-to-end
  Full walkthrough: run the suite locally and produce a report.
• Production-like run
  Practice the ship/hold/rollback workflow in a staging-like setup.

• Minimal pilot (DB-only)
  A reduced setup for early integration and stakeholder demos.

• Verify determinism
  Prove stable ranking output for identical inputs.

• Verify joinability
  Prove exposures and outcomes can be joined for evaluation.

Read next

• Quickstart (10 minutes): Quickstart (10 minutes)
• Local end-to-end tutorial: local end-to-end (service → logging → eval)
• Integrate the serving API into your app: How-to: integrate recsys-service into an application