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A project to integrate Google Ads API with MongoDB session management

Project description

ADK MongoDB Session Service

PyPI version Python Package CI

A session management library for the Google ADK framework that uses MongoDB as a backend.

This package provides a MongodbSessionService that implements the google.adk.sessions.base_session_service.BaseSessionService abstract base class. It allows you to store and manage session state in a MongoDB database, fully replicating the three-tiered state management (app, user, and session) found in the core ADK session services.

Features

  • MongoDB Backend: Persist session and state data in a MongoDB database.
  • Tiered State Management: Automatically manage state at the application, user, and session levels.
  • ADK Integration: Implements the BaseSessionService for seamless integration with the Google ADK framework.
  • Async Support: All service methods are asynchronous.

Installation

You can install the package from PyPI:

pip install adk-mongodb-session

For development, clone the repository and install it in editable mode with the testing dependencies:

git clone https://github.com/your-username/adk-mongodb-session.git
cd adk-mongodb-session
pip install -e ".[test]"

Usage

First, instantiate the MongodbSessionService with your MongoDB connection details.

import asyncio
from adk_mongodb_session.mongodb.sessions import MongodbSessionService

# Initialize the service
session_service = MongodbSessionService(
    db_url="mongodb://localhost:27017/",
    database="my_adk_agent_db",
    collection_prefix="sessions"  # This will create sessions_sessions, sessions_app_states, etc.
)
# ... and then use it in your async context

example_session = await session_service.create_session(
    app_name="my_app",
    user_id="example_user",
    state={"initial_key": "initial_value"} # State can be initialized
)

Running Tests

To run the tests, first install the testing dependencies:

pip install -e ".[test]"

Then, run the tests using unittest:

python -m unittest discover tests

Contributing

Contributions are welcome! Please see the CONTRIBUTING.md file for details on how to report bugs, suggest enhancements, and submit pull requests.

License

This project is licensed under the MIT License - see the LICENSE file for details.

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