Overview
Mem0Storage integrates with the Mem0 memory platform. Supports both the hosted Mem0 Platform and self-hosted Mem0 Open Source deployments.
Install
Install the Mem0 storage optional dependency group:
uv pip install "upsonic[mem0-storage]"
Basic Usage
from upsonic import Agent, Task
from upsonic.storage.memory import Memory
from upsonic.storage.mem0 import Mem0Storage
storage = Mem0Storage(
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="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"
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
memory_client | Memory | MemoryClient | None | None | Pre-existing Mem0 client |
api_key | str | None | None | Mem0 Platform API key |
host | str | None | None | Mem0 Platform host URL |
org_id | str | None | None | Organization ID (Platform) |
project_id | str | None | None | Project ID (Platform) |
config | MemoryConfig | None | None | Config for self-hosted Mem0 |
session_table | str | None | "upsonic_sessions" | Session table name (metadata) |
user_memory_table | str | None | "upsonic_user_memories" | User memory table name (metadata) |
knowledge_table | str | None | "upsonic_knowledge" | Knowledge registry table name (used by KnowledgeBase) |
cultural_knowledge_table | str | None | "upsonic_cultural_knowledge" | Cultural knowledge table name |
default_user_id | str | "upsonic_default" | Default user ID for Mem0 operations |
id | str | None | auto-generated | Storage instance ID |