Title: feat(cli): Add recommendation template for feast init by doc-johnson · Pull Request #6078 · feast-dev/feast · GitHub
Open Graph Title: feat(cli): Add recommendation template for feast init by doc-johnson · Pull Request #6078 · feast-dev/feast
X Title: feat(cli): Add recommendation template for feast init by doc-johnson · Pull Request #6078 · feast-dev/feast
Description: Covers point 3 from #5478, a recommendation-engine template for feast init. The template is a small product-recommendation setup built around vector similarity search. It ships 12 sample products across four categories (Electronics, Books, Sports, Home), pre-computes their embeddings with all-MiniLM-L6-v2 (384 dims) at bootstrap time, and stores them in a SQLite online store with vector search enabled. test_workflow.py runs the whole thing end to end: apply, materialize, a top-k similarity query through retrieve_online_documents_v2, then teardown. What is in it: bootstrap.py builds the product catalog and writes the embeddings out to parquet feature_definitions.py defines the entity, a FeatureView with a vector_index field, and a FeatureService feature_store.yaml is a plain local SQLite config with vector_enabled: true test_workflow.py is the runnable demo one line in cli.py registers recommendation in the feast init template choices What I checked locally: feast init test_rec --template recommendation scaffolds a working project feast apply registers the entity, view and service, and a second run reports no changes python test_workflow.py goes through the full cycle without errors a query like "gaming laptop accessories" comes back with electronics items the existing local template still behaves the same ruff check and ruff format are clean
Open Graph Description: Covers point 3 from #5478, a recommendation-engine template for feast init. The template is a small product-recommendation setup built around vector similarity search. It ships 12 sample products a...
X Description: Covers point 3 from #5478, a recommendation-engine template for feast init. The template is a small product-recommendation setup built around vector similarity search. It ships 12 sample products a...
Opengraph URL: https://github.com/feast-dev/feast/pull/6078
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