GCS for file storage
pip install google-cloud-storage
export GOOGLE_APPLICATION_CREDENTIALS=path/to/service-account.json
from praisonaiagents import Agent
agent = Agent(
name="Assistant",
instructions="You are a helpful assistant.",
memory={
"backend": "gcs",
"db": "gs://your-bucket/sessions",
"session_id": "my-session"
}
)
response = agent.start("Hello!")
print(response)