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ADK Python - AI Agent Frameworks Tool

Overview

ADK Python is an open-source, code-first Python toolkit by Google for building, evaluating, and deploying sophisticated AI agents. It provides a modular framework for single- and multi-agent systems and supports integration and deployment across environments including Cloud Run and Vertex AI Agent Engine.

Key Features

  • Open-source, code-first Python toolkit
  • Modular framework for single and multi-agent systems
  • Tools for building, evaluating, and deploying agents
  • Integrates with Cloud Run and Vertex AI Agent Engine
  • Optimized for the Gemini and Google ecosystem
  • Model- and deployment-agnostic design

Ideal Use Cases

  • Develop complex single-agent AI applications
  • Build coordinated multi-agent systems
  • Evaluate agent behaviors and performance
  • Deploy agents to Cloud Run or Vertex AI Agent Engine
  • Integrate agents with Google ecosystem services
  • Prototype production-ready AI agent workflows

Getting Started

  • Clone the repository from the GitHub URL
  • Open the README for setup and dependency instructions
  • Study included examples and reference implementations
  • Implement agents using the modular ADK components
  • Run local tests and evaluation scripts
  • Configure and deploy to Cloud Run or Vertex AI Agent Engine

Pricing

No pricing information disclosed; project is open-source and available on GitHub.

Limitations

  • Code-first Python toolkit; requires programming and Python experience
  • Optimized for Gemini and Google ecosystem; best experience with Google services

Key Information

  • Category: Agent Frameworks
  • Type: AI Agent Frameworks Tool
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