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Have you heard about the Agent2Agent Protocol (A2A)?

We have just released an option in https://github.com/mozilla-ai/any-agent to serve with A2A any of the supported agent frameworks (Agno, Google ADK, Langchain, LlamaIndex, OpenAI Agents SDK, smolagents and tinyagent)!

Check the docs https://mozilla-ai.github.io/any-agent/serving/

# google_expert.py
from any_agent import AgentConfig, AnyAgent
from any_agent.config import ServingConfig
from any_agent.tools import search_web

agent = AnyAgent.create(
    "google",
    AgentConfig(
        name="google_expert",
        model_id="gpt-4.1-nano",
        instructions="You must use the available tools to find an answer",
        description="An agent that can answer questions about the Google Agents Development Kit (ADK).",
        tools=[search_web]
    )
)

agent.serve(ServingConfig(port=5001))

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Introducing Any-Agent: An abstraction layer between your code and the many agentic frameworks

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