Add retail real-time recommendations quickstart sample#269
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sfc-gh-lambrosetti wants to merge 1 commit into
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Add retail real-time recommendations quickstart sample#269sfc-gh-lambrosetti wants to merge 1 commit into
sfc-gh-lambrosetti wants to merge 1 commit into
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Companion code for the retail real-time recommendations quickstart: - Snowflake Notebook: Feature Store, XGBoost training, Model Registry, SPCS deploy - FastAPI orchestrator with Snowflake Postgres integration - Postgres data loader script - Teardown SQL Co-authored-by: Amanda Cameron-Windsor <acameron-windsor@snowflake.com>
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Summary
Contents
notebooks/01_train_and_register.ipynb— Feature Store setup, model training, registry, SPCS deployorchestrator/app.py— FastAPI service with parallel Postgres data fetchingorchestrator/Dockerfile+requirements.txt— container buildload_pg.py— script to load Snowflake data into Postgres for low-latency servingteardown/cleanup.sql— full teardown SQLRelated
Companion quickstart PR will be submitted to sfquickstarts.
Authors: Luke Ambrosetti, Amanda Cameron-Windsor