networkkit 0.0.1

A simple communication framework for agents using pubsub and http

NetworkKit

NetworkKit is a simple yet powerful communication framework designed to streamline the interaction between distributed agents. Originally built for AI agent swarms, NetworkKit leverages both publish/subscribe (pub/sub) and HTTP protocols to enable seamless and scalable message exchange across diverse systems. Whether you are building a network of IoT devices, a microservices architecture, or orchestrating interactions within AI agent swarms, NetworkKit provides the necessary tools and abstractions to ensure reliable and efficient communication.

Features

• Message Handling: Define and manage various message types and content, including support for multiple message categories such as chat, system updates, and sensor data.
• ZeroMQ Integration: Efficiently publish and subscribe to messages using ZeroMQ, enabling high-performance asynchronous communication.
• HTTP Integration: Send and receive messages via HTTP using FastAPI, providing flexibility for web-based communication.
• Pydantic Models: Leverage Pydantic for robust data validation and serialization, ensuring data integrity and ease of use.
• Asynchronous Communication: Support for asynchronous message handling, allowing non-blocking operations and improved performance in distributed systems.
• Extensible Architecture: Easily extend the framework to support additional protocols or custom message handling logic.

Installation

To install NetworkKit, use pip to install the package:

pip install networkkit

Usage

Message Data Structures

The messages.py module defines the message data structures used for communication within the NetworkKit framework.

Message

The Message class is a Pydantic model representing a message object exchanged through the data bus. It provides a structured way to define and validate the content of messages, ensuring consistency and reliability in communication.

Attributes:

• source (str): The source of the message (e.g., agent name, sensor name).
• to (str): The intended recipient of the message (e.g., agent name, or 'ALL' for broadcast).
• content (str): The actual message content in string format.
• created_at (str, optional): The timestamp of when the message was created. If not provided, it will be automatically set to the current time by the databus.
• message_type (MessageType): The type of message as defined by the MessageType enumeration.

Example:

from networkkit.messages import Message, MessageType

message = Message(
    source="Agent1",
    to="Agent2",
    content="Hello, Agent2!",
    message_type=MessageType.CHAT
)

MessageType

An enumeration class representing the different message types used in NetworkKit:

• HELO: Indicates a login request or checking if the agent “to” is available.
• ACK: Response to a HELO request, indicating the agent is available.
• CHAT: Text message intended for conversation.
• SYSTEM: System message coming from the data hub.
• SENSOR: Messages for data coming from sensors.
• ERROR: Error messages.
• INFO: A communication for agents on any non conversational or sensor data.

Network Module

The network.py module provides interfaces and implementations for message sending and receiving.

Subscriber Protocol

Defines the interface for subscribers to the bus that can recieve and handle Messages. Subscribers must implement the following methods:

• handle_message(self, message: Message) -> Any: Asynchronous method for handling received messages.
• is_intended_for_me(self, message: Message) -> bool: Method to determine if a message is intended for this subscriber.

MessageSender Protocol

Defines the interface for senders that send messages over the network. Implementations must provide the following method:

• send_message(self, message: Message) -> Any: Method to send a message over the network.

ZMQMessageReceiver

Class to receive messages using ZeroMQ and distribute them to registered subscribers. Implementors of the Suscriber protocol can register to subscribe to this receiver. It establishes a ZeroMQ subscriber socket, listens for messages, and distributes them to registered subscribers based on their is_intended_for_me method.

HTTPMessageSender

Class to send messages over HTTP using the requests library. It sends messages as JSON payloads to a specified HTTP endpoint.

Data Bus

The databus.py module provides a data bus service for publishing messages using ZeroMQ and a FastAPI interface (HTTP) for receiving messages. Incoming Messages via the HTTP endpoint will be published via the ZeroMQ for subscribers to pick up.

Running the Data Bus

1. Execute the script from the console:

python -m networkkit.databus

This will start the FastAPI server and the ZeroMQ publisher.

Example Code

Here is an example of how to use NetworkKit to send and receive messages:

from networkkit.messages import Message, MessageType
from networkkit.network import ZMQMessageReceiver, HTTPMessageSender

# Example message
message = Message(
    source="Agent1",
    to="Agent2",
    content="Hello, Agent2!",
    message_type=MessageType.CHAT
)

# Sending a message over HTTP
sender = HTTPMessageSender(publish_address="http://127.0.0.1:8000")
response = sender.send_message(message)
print(response.status_code)

# Receiving messages with ZMQ
receiver = ZMQMessageReceiver(subscribe_address="tcp://127.0.0.1:5555")

class MySubscriber:
    name = "Agent2"

    async def handle_message(self, message: Message):
        print(f"Received message: {message.content}")

    def is_intended_for_me(self, message: Message) -> bool:
        return message.to == self.name or message.to == "ALL"

receiver.register_subscriber(MySubscriber())
asyncio.run(receiver.start())

Contributing

Contributions are welcome! Please fork the repository and submit a pull request.

License

This project is licensed under the terms of the MIT license. See the LICENSE file for details.

Authors

•	Vikram Kumar - [e-mail]