Before querying data, make sure to configure the API key in your environment.

In the current Beta version, memories are eventually consistent. Memories may not be available for querying for up to 10 minutes after adding them for the first time. We will release an update that will eliminate this limitation on October the 26th. Following this update, ingestion will be instantaneous. If you would like to request earlier access to this new feature, reach out at support@circlemind.co.

You can query a graph by using the query method.

  from circlemind import Circlemind

  # Initialize the client
  client = Circlemind()

  # Query the memories
  res = client.query(
    query="Where does Sophie like to hike?,
    graph_id="customer-id-123"
  )

  print(res)

The graph_id is an optional parameter. If not set, it defaults to the default graph.

The res response will be a natural language response to your query.

Add Memories