AsyncMem0Storage

import asyncio
from upsonic import Agent, Task
from upsonic.storage.memory import Memory
from upsonic.storage.mem0 import AsyncMem0Storage

async def main():
    storage = AsyncMem0Storage(
        api_key="your_mem0_api_key",
        org_id="your_org_id",
        project_id="your_project_id"
    )

    memory = Memory(
        storage=storage,
        session_id="session_001",
        user_id="user_123",
        full_session_memory=True,
        summary_memory=True,
        user_analysis_memory=True,
        model="openai/gpt-4o"
    )

    agent = Agent("openai/gpt-4o", memory=memory)

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

asyncio.run(main())

import asyncio
from mem0 import AsyncMemory
from mem0.configs.base import MemoryConfig
from upsonic.storage.mem0 import AsyncMem0Storage

async def main():
    # Option 1: With custom config
    config = MemoryConfig(...)
    storage = AsyncMem0Storage(config=config)

    # Option 2: With existing client
    memory_client = AsyncMemory()
    storage = AsyncMem0Storage(memory_client=memory_client)

asyncio.run(main())

pip install mem0ai