from qdrant_client import QdrantClient, models

client = QdrantClient(
    url="https://xyz-example.qdrant.io:6333",
    api_key="<your-api-key>",
    cloud_inference=True,
)

client.create_payload_index(
    collection_name="books",
    field_name="title",
    field_schema=models.TextIndexParams(type=models.TextIndexType.TEXT, ascii_folding=True, phrase_matching=True),
)