Agent Development Kit (ADK) is a flexible and modular framework for developing and deploying AI agents, integrated with Gemini and Google AI tools.

Features

Flexible Orchestration

Define workflows using workflow agents for predictable pipelines or leverage LLM-driven dynamic routing for adaptive behavior.

Multi-Agent Architecture

Build modular and scalable applications by composing multiple specialized agents in a hierarchy with complex coordination and delegation.

Rich Tool Ecosystem

Equip agents with diverse capabilities, use pre-built tools, integrate 3rd-party libraries, or use other agents as tools.

Deployment Ready

Containerize and deploy your agents anywhere – run locally, scale with Vertex AI Agent Engine, or integrate into custom infrastructure using Cloud Run or Docker.

Built-in Evaluation

Systematically assess agent performance by evaluating both the final response quality and the step-by-step execution trajectory against predefined test cases.

Building Responsible Agents

Implement responsible AI patterns and best practices into your agent's design to build trustworthy agents.