Agno supports using Firestore as a storage backend for Agents using the FirestoreDb class.

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Usage

You need to provide a project_id parameter to the FirestoreDb class. Firestore will connect automatically using your Google Cloud credentials.
firestore_for_agent.py
from agno.agent import Agent
from agno.db.firestore import FirestoreDb
from agno.tools.duckduckgo import DuckDuckGoTools

PROJECT_ID = "agno-os-test"  # Use your project ID here

# Setup the Firestore database
db = FirestoreDb(project_id=PROJECT_ID)

agent = Agent(
    db=db,
    tools=[DuckDuckGoTools()],
    add_history_to_context=True,
)

agent.print_response("How many people live in Canada?")
agent.print_response("What is their national anthem called?")

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Prerequisites

  1. Ensure your gcloud project is enabled with Firestore. Reference Firestore documentation
  2. Install dependencies: pip install openai google-cloud-firestore agno
  3. Make sure your gcloud project is set up and you have the necessary permissions to access Firestore

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Params

ParameterTypeDefaultDescription
db_clientOptional[Client]-The Firestore client to use.
project_idOptional[str]-The GCP project ID for Firestore.
session_collectionOptional[str]-Name of the collection to store sessions.
memory_collectionOptional[str]-Name of the collection to store memories.
metrics_collectionOptional[str]-Name of the collection to store metrics.
eval_collectionOptional[str]-Name of the collection to store evaluation runs.
knowledge_collectionOptional[str]-Name of the collection to store knowledge documents.

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Developer Resources