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This example shows how to use the add_memory_references parameter in the Agent config to add references to the user memories to the Agent.

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Code

from agno.agent.agent import Agent
from agno.memory.v2.db.sqlite import SqliteMemoryDb
from agno.memory.v2.memory import Memory, UserMemory
from agno.models.google.gemini import Gemini

memory_db = SqliteMemoryDb(table_name="memory", db_file="tmp/memory.db")

memory = Memory(db=memory_db)

memory.add_user_memory(
    memory=UserMemory(memory="I like to play soccer", topics=["soccer"]),
    user_id="john_doe@example.com",
)

agent = Agent(
    model=Gemini(id="gemini-2.0-flash-exp"),
    memory=memory,
    add_memory_references=True,  # Add pre existing memories to the Agent but don't create new ones
)

# Alternatively, you can create/update user memories but not add them to the Agent
# agent = Agent(
#     model=Gemini(id="gemini-2.0-flash-exp"),
#     memory=memory,
#     enable_user_memories=True,
#     add_memory_references=False,
# )

agent.print_response("What are my hobbies?", user_id="john_doe@example.com")

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Usage

1

Create a virtual environment

Open the Terminal and create a python virtual environment.
python3 -m venv .venv
source .venv/bin/activate
2

Install libraries

pip install -U agno
3

Run Example

python 12_memory_references.py