Async MongoDB

AsyncMongoDb stores Agent, Team, and Workflow sessions, memories, knowledge, evaluations, and traces asynchronously in MongoDB. The v1-to-v2 migration script supports MongoDB. See the migration guide.

Usage

Install the pymongo (4.9 or later, for the async client) and openai packages:

uv pip install "pymongo>=4.9" openai

motor clients are also supported, but motor is deprecated. Use PyMongo’s async client instead.

async_mongodb_for_agent.py

from agno.agent import Agent
from agno.db.mongo import AsyncMongoDb

db_url = "mongodb://mongoadmin:secret@localhost:27017"

db = AsyncMongoDb(db_url=db_url)
agent = Agent(db=db)

Use async methods such as Agent.arun() and Agent.aprint_response() with this database.

Run MongoDB

Install Docker Desktop, then start MongoDB on port 27017:

docker run -d \
  --name local-mongo \
  -p 27017:27017 \
  -e MONGO_INITDB_ROOT_USERNAME=mongoadmin \
  -e MONGO_INITDB_ROOT_PASSWORD=secret \
  mongo

Parameters

Parameter	Type	Default	Description
`id`	`Optional[str]`	-	The ID of the database instance. UUID by default.
`db_client`	`Optional[Union[AsyncIOMotorClient, AsyncMongoClient]]`	-	The MongoDB async client to use. Supports Motor and PyMongo async clients.
`db_name`	`Optional[str]`	-	The name of the database to use.
`db_url`	`Optional[str]`	-	The database URL to connect to.
`session_collection`	`Optional[str]`	-	Name of the collection to store sessions.
`memory_collection`	`Optional[str]`	-	Name of the collection to store memories.
`metrics_collection`	`Optional[str]`	-	Name of the collection to store metrics.
`eval_collection`	`Optional[str]`	-	Name of the collection to store evaluation runs.
`knowledge_collection`	`Optional[str]`	-	Name of the collection to store knowledge documents.
`culture_collection`	`Optional[str]`	-	Name of the collection to store cultural knowledge.
`traces_collection`	`Optional[str]`	-	Name of the collection to store traces.
`spans_collection`	`Optional[str]`	-	Name of the collection to store spans.
`learnings_collection`	`Optional[str]`	-	Name of the collection to store learnings.
`schedules_collection`	`Optional[str]`	-	Name of the collection to store cron schedules.
`schedule_runs_collection`	`Optional[str]`	-	Name of the collection to store schedule run history.

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Additional Resources

Async MongoDB

Usage

Run MongoDB

Parameters

​Usage

​Run MongoDB

​Parameters

Usage

Run MongoDB

Parameters