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Store user memories in MongoDB by passing MongoDb as the agent’s database.
from agno.agent import Agent
from agno.db.mongo import MongoDb
# Setup MongoDb
db_url = "mongodb://mongoadmin:secret@localhost:27017"
db = MongoDb(db_url=db_url)
agent = Agent(
db=db,
update_memory_on_run=True,
)
agent.print_response("My name is John Doe and I like to play basketball on the weekends.")
agent.print_response("What do I do on weekends?")
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
Set environment variables
export OPENAI_API_KEY=xxx
Install dependencies
uv pip install -U agno openai pymongo
Run MongoDB
27017:docker run -d \
--name local-mongo \
-p 27017:27017 \
-e MONGO_INITDB_ROOT_USERNAME=mongoadmin \
-e MONGO_INITDB_ROOT_PASSWORD=secret \
mongo
Run Example
python mem-mongodb-memory.py
python mem-mongodb-memory.py
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