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"""
Mem0 Integration
================

Demonstrates using Mem0 as an external memory service for an Agno agent.
"""

from agno.agent import Agent, RunOutput
from agno.models.openai import OpenAIChat
from agno.utils.pprint import pprint_run_response

try:
    from mem0 import MemoryClient
except ImportError:
    raise ImportError(
        "mem0 is not installed. Please install it using `uv pip install mem0ai`."
    )


# ---------------------------------------------------------------------------
# Setup
# ---------------------------------------------------------------------------
client = MemoryClient()

user_id = "agno"
messages = [
    {"role": "user", "content": "My name is John Billings."},
    {"role": "user", "content": "I live in NYC."},
    {"role": "user", "content": "I'm going to a concert tomorrow."},
]

# Comment out the following line after running the script once
client.add(messages, user_id=user_id)


# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
agent = Agent(
    model=OpenAIChat(),
    dependencies={"memory": client.get_all(user_id=user_id)},
    add_dependencies_to_context=True,
)


# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    run: RunOutput = agent.run("What do you know about me?")
    pprint_run_response(run)

    input = [{"role": i.role, "content": str(i.content)} for i in (run.messages or [])]
    client.add(messages, user_id=user_id)

​
Run the Example

# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/92_integrations/memory

# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate

python mem0_integration.py