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A library for building A2A agents with routing capabilities

Project description

A2A Agent Library

A Python library for building A2A (Agent-to-Agent) agents with routing capabilities, DynamoDB-backed registry, and LangChain integration.

Features

  • StatusAgent: Base agent implementation with status tracking and structured responses
  • RoutingAgentExecutor: Agent executor with intelligent routing capabilities
  • DynamoDB Registry: Dynamic agent card registry with heartbeat mechanism
  • Server Utilities: FastAPI application builder with A2A protocol support
  • LangChain Integration: Built on LangChain for flexible model integration

Installation

pip install distributed-a2a

Quick Start

from distributed_a2a import load_app
from a2a.types import AgentSkill

# Define your agent's skills
skills = [
    AgentSkill(
        id='example_skill',
        name='Example Skill',
        description='An example skill',
        tags=['example']
    )
]

# Create your agent application
app = load_app(
    name="MyAgent",
    description="My specialized agent",
    skills=skills,
    api_key="your-api-key",
    system_prompt="You are a helpful assistant...",
    host="http://localhost:8000"
)

Components

StatusAgent

A base agent class that provides status tracking and structured responses:

from distributed_a2a import StatusAgent, StringResponse

agent = StatusAgent[StringResponse](
    system_prompt="Your system prompt",
    name="AgentName",
    api_key="your-api-key",
    is_routing=False,
    tools=[]
)

response = await agent("User message", context_id="context-123")

RoutingAgentExecutor

An executor that can handle requests directly or route them to specialized agents:

from distributed_a2a import RoutingAgentExecutor

executor = RoutingAgentExecutor(
    api_key="your-api-key",
    system_prompt="Your system prompt",
    routing_tool=routing_tool
)

DynamoDB Registry

Dynamic agent registry with automatic heartbeat and expiration:

from distributed_a2a import DynamoDbRegistryLookup

registry = DynamoDbRegistryLookup(agent_card_tabel="agent-cards")
tool = registry.as_tool()

Requirements

  • Python 3.10+
  • langchain
  • langchain-core
  • langchain-openai
  • langgraph
  • pydantic
  • boto3
  • a2a

License

MIT

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Project details


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0.1.3

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