AsyncMongoStorage

import asyncio
from upsonic import Agent, Task
from upsonic.storage.memory import Memory
from upsonic.storage.mongo import AsyncMongoStorage

async def main():
    storage = AsyncMongoStorage(
        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 = await agent.do_async(Task("My name is Alice"))
    result2 = await agent.do_async(Task("What's my name?"))
    print(result2)  # "Your name is Alice"

asyncio.run(main())