MongoStorage

from upsonic import Agent, Task
from upsonic.storage.memory import Memory
from upsonic.storage.mongo import MongoStorage

storage = MongoStorage(
    db_url="mongodb://localhost:27017",
    db_name="agent_memory"
)

memory = Memory(
    storage=storage,
    session_id="session_001",
    user_id="user_123",
    full_session_memory=True,
    summary_memory=True,
    user_analysis_memory=True,
    model="anthropic/claude-sonnet-4-5"
)

agent = Agent("anthropic/claude-sonnet-4-5", memory=memory)

result1 = agent.do(Task("My name is Alice"))
result2 = agent.do(Task("What's my name?"))
print(result2)  # "Your name is Alice"