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Kagenti ADK

Project description

Kagenti ADK Server SDK

Python SDK for packaging agents for deployment to Kagenti ADK infrastructure.

PyPI version License LF AI & Data

Overview

The kagenti-adk provides Python utilities for wrapping agents built with any framework (LangChain, CrewAI, BeeAI Framework, etc.) for deployment on Kagenti ADK. It handles the A2A (Agent-to-Agent) protocol implementation, platform service integration, and runtime requirements so you can focus on agent logic.

Key Features

  • Framework-Agnostic Deployment - Wrap agents from any framework for Kagenti ADK deployment
  • A2A Protocol Support - Automatic handling of Agent-to-Agent communication
  • Platform Service Integration - Connect to Kagenti ADK's managed LLM, embedding, file storage, and vector store services
  • Context Storage - Manage data associated with conversation contexts

Installation

uv add kagenti-adk

Quickstart

import os

from a2a.types import (
    Message,
)
from a2a.utils.message import get_message_text
from kagenti_adk.server import Server
from kagenti_adk.server.context import RunContext
from kagenti_adk.a2a.types import AgentMessage

server = Server()

@server.agent()
async def example_agent(input: Message, context: RunContext):
    """Polite agent that greets the user"""
    hello_template: str = os.getenv("HELLO_TEMPLATE", "Ciao %s!")
    yield AgentMessage(text=hello_template % get_message_text(input))

def run():
    try:
        server.run(host=os.getenv("HOST", "127.0.0.1"), port=int(os.getenv("PORT", 8000)))
    except KeyboardInterrupt:
        pass


if __name__ == "__main__":
    run()

Run the agent:

uv run my_agent.py

Available Extensions

The SDK includes extension support for:

  • Citations - Source attribution (CitationExtensionServer, CitationExtensionSpec)
  • Trajectory - Agent decision logging (TrajectoryExtensionServer, TrajectoryExtensionSpec)
  • Settings - User-configurable agent parameters (SettingsExtensionServer, SettingsExtensionSpec)
  • LLM Services - Platform-managed language models (LLMServiceExtensionServer, LLMServiceExtensionSpec)
  • Agent Details - Metadata and UI enhancements (AgentDetail)
  • And more - See Documentation

Each extension provides both server-side handlers and A2A protocol specifications for seamless integration with Kagenti ADK's UI and infrastructure.

Resources

Contributing

Contributions are welcome! Please see the Contributing Guide for details.

Support


Developed by contributors to the Kagenti project, this initiative is part of the Linux Foundation AI & Data program. Its development follows open, collaborative, and community-driven practices.

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