Weaviate Advanced

Client Setup (v4 Python)

import weaviate
from weaviate.classes.init import Auth, AdditionalConfig, Timeout

client = weaviate.connect_to_weaviate_cloud(
    cluster_url="https://my-cluster.weaviate.network",
    auth_credentials=Auth.api_key("..."),
    headers={"X-OpenAI-Api-Key": "..."},  # for generative/vectorizer modules
    additional_config=AdditionalConfig(timeout=Timeout(init=10, query=60)),
)

# Self-hosted
# client = weaviate.connect_to_local(host="localhost", port=8080, grpc_port=50051)

Collection Creation with Modules