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Add ecommerce_rec_system template#704

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ecommerce-rec-system-template
Open

Add ecommerce_rec_system template#704
sys13 wants to merge 3 commits into
mainfrom
ecommerce-rec-system-template

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@sys13

@sys13 sys13 commented May 19, 2026

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Summary

  • Adds the ecommerce_rec_system template sourced from the herodemo project
  • End-to-end e-commerce recommendation system demo: Ray Data → Ray Train → Ray Data → Ray Serve
  • Covers catalog generation, embedding fine-tuning (TorchTrainer + MiniLM), batch embedding (Ray Data actor pool), and online recommendation API (BLIP + MiniLM via Ray Serve)

Test plan

  • Comment /test-template on this PR to run CI
  • Verify papermill execution of notebook.ipynb completes end-to-end

🤖 Generated with Claude Code

sys13 and others added 2 commits May 19, 2026 17:33
End-to-end demo: Ray Data preprocessing → Ray Train embedding
fine-tuning → Ray Data batch embedding → Ray Serve multi-model
recommendation API with Streamlit UI.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
End-to-end e-commerce recommendation system demo using Ray Data, Ray Train, and Ray Serve on Anyscale.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
@sys13 sys13 requested a review from a team as a code owner May 19, 2026 22:02
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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