The future of AI development is agentic — and Google’s Agent Development Kit (ADK) is setting the standard. ADK is a flexible, modular framework that empowers developers to build, manage, evaluate, and deploy AI-powered agents — from conversational assistants to autonomous workflow orchestrators.
Core Concepts that make ADK powerful:
- Agents: The core worker units — from reasoning-based LlmAgents to workflow-driven Sequential, Parallel, or Loop Agents.
- Tools: Extend agents with real-world capabilities — run code, query APIs, or even call other agents.
- State & Memory: Manage both short-term context and long-term user memory seamlessly.
- Artifacts: Enable agents to handle files, images, and generated reports natively.
- Runners: Orchestrate event-driven execution across agents, tools, and models.
Why Developers Love ADK
- ✅ Build multi-agent systems with delegation and coordination.
- ✅ Use rich tool ecosystems including LangChain and CrewAI integrations.
- ✅ Support for real-time multimodal streaming (text + audio).
- ✅ Integrated CLI & Developer UI for debugging and visualization.
- ✅ Evaluate & fine-tune agents locally with built-in testing.
- ✅ Deploy anywhere — locally, via Vertex AI Agent Engine, or custom infrastructure.
Whether you’re designing enterprise-scale agent workflows or experimenting with intelligent assistants, ADK makes agent development feel like modern software engineering — structured, testable, and deployable.
Install & Explore
pip install google-adk
📘 Learn more: https://ai.google.dev/agents/adk
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