Code
memory-creation.py
from agno.db.postgres import PostgresDb
from agno.memory import MemoryManager, UserMemory
from agno.models.message import Message
from agno.models.openai import OpenAIResponses
from rich.pretty import pprint
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
memory_db = PostgresDb(db_url=db_url)
memory = MemoryManager(model=OpenAIResponses(id="gpt-5.2"), db=memory_db)
john_doe_id = "john_doe@example.com"
memory.add_user_memory(
memory=UserMemory(
memory="""
I enjoy hiking in the mountains on weekends,
reading science fiction novels before bed,
cooking new recipes from different cultures,
playing chess with friends,
and attending live music concerts whenever possible.
Photography has become a recent passion of mine, especially capturing landscapes and street scenes.
I also like to meditate in the mornings and practice yoga to stay centered.
"""
),
user_id=john_doe_id,
)
memories = memory.get_user_memories(user_id=john_doe_id)
print("John Doe's memories:")
pprint(memories)
jane_doe_id = "jane_doe@example.com"
# Send a history of messages and add memories
memory.create_user_memories(
messages=[
Message(role="user", content="My name is Jane Doe"),
Message(role="assistant", content="That is great!"),
Message(role="user", content="I like to play chess"),
Message(role="assistant", content="That is great!"),
],
user_id=jane_doe_id,
)
memories = memory.get_user_memories(user_id=jane_doe_id)
print("Jane Doe's memories:")
pprint(memories)
Usage
1
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
2
Install dependencies
uv pip install -U agno
3
Run Example
python memory-creation.py
python memory-creation.py