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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