Agent Development Kit (ADK) 2.0

<h2 align="center"> <img src="https://raw.githubusercontent.com/google/adk-python/main/assets/agent-development-kit.png" width="256"/> </h2> <h3 align="center"> An open-source, code-first Python framework for building, evaluating, and deploying sophisticated AI agents with flexibility and control. </h3> <h3 align="center"> Important Links: <a href="https://google.github.io/adk-docs/">Docs</a>, <a href="https://github.com/google/adk-samples">Samples</a> & <a href="https://github.com/google/adk-web">ADK Web</a>. </h3>

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⚠️ BREAKING CHANGES FROM 1.x

This release includes breaking changes to the agent API, event model, and
session schema. Sessions generated by ADK 2.0 are readable by ADK 1.28+
(extra fields will be ignored), but are incompatible with older 1.x versions.

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🔥 What's New in 2.0

• Workflow Runtime: A graph-based execution engine for composing
  deterministic execution flows for agentic apps, with support for routing,
  fan-out/fan-in, loops, retry, state management, dynamic nodes,
  human-in-the-loop, and nested workflows.

• Task API: Structured agent-to-agent delegation with multi-turn task
  mode, single-turn controlled output, mixed delegation patterns,
  human-in-the-loop, and task agents as workflow nodes.

🚀 Installation

bashCopy
pip install google-adk

Requirements: Python 3.11+.

To install optional integrations, you can use the following command:

bashCopy
pip install "google-adk[extensions]"

The release cadence is roughly bi-weekly.

Quick Start

Agent

pythonCopy
from google.adk import Agent

root_agent = Agent(
    name="greeting_agent",
    model="gemini-2.5-flash",
    instruction="You are a helpful assistant. Greet the user warmly.",
)

Workflow

pythonCopy
from google.adk import Agent, Workflow

generate_fruit_agent = Agent(
    name="generate_fruit_agent",
    instruction="Return the name of a random fruit. Return only the name.",
)

generate_benefit_agent = Agent(
    name="generate_benefit_agent",
    instruction="Tell me a health benefit about the specified fruit.",
)

root_agent = Workflow(
    name="root_agent",
    edges=[("START", generate_fruit_agent, generate_benefit_agent)],
)

Run Locally

bashCopy
# Interactive CLI
adk run path/to/my_agent

# Web UI (supports multi-agent directories or pointing directly to a single agent folder)
adk web path/to/agents_dir

📚 Documentation

• Getting Started: https://google.github.io/adk-docs/
• Samples: See contributing/workflow_samples/ and
  contributing/task_samples/ for workflow and task API examples.

🤝 Contributing

See CONTRIBUTING.md for details.

📄 License

This project is licensed under the Apache 2.0 License — see the
LICENSE file for details.