Define the personalization strategy

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from algoliasearch.personalization.client import PersonalizationClientSync
from json import loads

# In an asynchronous context, you can use PersonalizationClient instead, which exposes the exact same methods.
client = PersonalizationClientSync(
    "ALGOLIA_APPLICATION_ID", "ALGOLIA_API_KEY", "ALGOLIA_APPLICATION_REGION"
)

response = client.set_personalization_strategy(
    personalization_strategy_params={
        "eventsScoring": [
            {
                "score": 42,
                "eventName": "Algolia",
                "eventType": "click",
            },
        ],
        "facetsScoring": [
            {
                "score": 42,
                "facetName": "Event",
            },
        ],
        "personalizationImpact": 42,
    },
)