Google Cloud Storage

from praisonaiagents import Agent

agent = Agent(
    name="Assistant",
    instructions="You are a helpful assistant.",
    memory={
        "backend": "gcs",
        "db": "gs://your-bucket/state",
        "session_id": "my-session"
    }
)

response = agent.start("Hello!")
print(response)

from praisonai.persistence.state.gcs import GCSStateStore

store = GCSStateStore(
    bucket_name="your-bucket",
    prefix="state/",
    credentials_path="path/to/service-account.json",
)

store.set("user:42", {"name": "Ada", "plan": "pro"})
print(store.get("user:42"))      # {'name': 'Ada', 'plan': 'pro'}
print(store.keys("user:*"))      # ['user:42']
store.close()