feature_serving.mdx

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Serving Features

[Document Work In Progress]

Wyvern Feature Serving

Wyvern Feature Serving currently integrates with the open source feature store, feast

If you have already built your feast features, you can migrate over to your wyvern repository or create new feast code there:

1. Migrate/create your feast code, for example in my-project/feature-store-python/features.

2. Add the wyvern feature store code:

from wyvern.feature_store.feature_server import generate_wyvern_store_app

# This import is required currently as Wyvern Feature store needs the real-time feature registry info
from pipelines.main import app as wyvern_app  # noqa: F401

app = generate_wyvern_store_app(path=".")

3. Run the wyvern feature service:

wyvern run --path feature-store-python.features.main:app

Online Store

More documentations coming

Offline Store

More documentations coming