pip install memorose

from memorose import MemoroseClient
from memorose.types import IngestRequest, RetrieveRequest

client = MemoroseClient("http://127.0.0.1:3000", "your_api_key")
stream_id = "11111111-1111-1111-1111-111111111111"

client.ingest_event(
    "user_123",
    stream_id,
    IngestRequest(content="Dylan prefers concise summaries.", org_id="default"),
)

response = client.retrieve_memory(
    "user_123",
    stream_id,
    RetrieveRequest(query="What does Dylan prefer?", limit=5, org_id="default"),
)

print(response.results)