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ADK Mastery - From Beginner to Advanced Agent Development · LearnSpace
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ADK Mastery - From Beginner to Advanced Agent Development

Курс от Packt
Средний≈ 6.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. This comprehensive course is designed to take you from a beginner to an advanced level in Agent Development Kit (ADK). By the end of this course, you'll have a strong understanding of ADK's core concepts and development tools, and you will be proficient in developing intelligent agents for various applications. You will learn to build your own agents, integrate them with models like OpenAI and Google, and enhance their capabilities with custom tools and dynamic functions. The course begins by laying a solid foundation with an introduction to ADK, its core capabilities, and the tools you'll need. As you progress, you'll dive deeper into hands-on development, first building simple agents and then advancing to more complex agents like a travel planning system and blog content writer. You’ll also explore session management, memory handling, and the implementation of callbacks to fine-tune agent behavior. Through practical examples and projects, you will not only master the ADK but also gain a thorough understanding of the architecture, execution, and customization of agents. The course will guide you step-by-step, from simple workflows to complex, persistent agents. This course is perfect for developers looking to deepen their knowledge of ADK and those who want to build intelligent systems for real-world applications. Whether you are an aspiring agent developer or looking to enhance your current skills, this course will provide you with the expertise you need to succeed. By the end of the course, you will be able to build and customize intelligent agents, integrate advanced models with ADK, manage sessions and memory efficiently, and use callbacks to control agent behavior. You will also be capable of developing fully-functional agents for specific tasks such as travel planning and content writing.

Навыки, которые вы освоите

Software ArchitectureAgentic systemsData PersistenceMemory ManagementAI IntegrationsTool CallingContext ManagementAgentic WorkflowsAI OrchestrationGenerative AI AgentsDevelopment EnvironmentEvent-Driven ProgrammingLLM ApplicationAI WorkflowsLarge Language Modeling

Программа курса

7 модулей · 38 учебных материалов

01Introduction2 материалов

Introduction

Introduction & Course PrerequisitesВидеоFull Course ResourcesЧтение
02ADK (Agent Development Kit) Masterclass - Deep Dive6 материалов

ADK (Agent Development Kit) Masterclass - Deep Dive

What Is ADKВидео

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

ADK Mastery - From Beginner to Advanced Agent Development
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 6.6 ч

7 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Корейский, Индонезийский, Испанский, Японский

Часть программы вашего университета
ADK Core ConceptsВидео
Key Capabilities and Core ConceptsВидео
Development Tools You'll NeedВидео
Exploring ADK: Core Concepts and CapabilitiesDIALOGUE
ADK (Agent Development Kit) Masterclass - Deep Dive - AssessmentЗадание
03ADK (Agent Development Kit) - Hands-on Development8 материалов

ADK (Agent Development Kit) - Hands-on Development

Build First Agent with ADKВидеоADK Agent with OpenAI and Google Model ProvidersВидеоDefining and Implementing a ToolВидеоAgents (ADK) Architecture - OverviewВидеоRunning the ADK Run CommandВидеоAdding a Current Time ToolВидеоCreating and Running Your First Python ADK AgentDIALOGUEADK (Agent Development Kit) - Hands-on Development - AssessmentЗадание
04Sequential and Parallel Agents - Deep Dive and Hands-on6 материалов

Sequential and Parallel Agents - Deep Dive and Hands-on

Sequential Agent Workflow and Travel Planning System OverviewВидеоBuilding the Travel Planning System - Hands-onВидеоParallel Agent Overview & the Blog Content Writer System OverviewВидеоHands-on: Parallel Agent - Blog Content Writer System - Full Hands-onВидеоSequential vs Parallel Agents in Multi-Agent SystemsDIALOGUESequential and Parallel Agents - Deep Dive and Hands-on - AssessmentЗадание
05Session and Memory & Structure Outputs7 материалов

Session and Memory & Structure Outputs

Session and Memory - OverviewВидеоCreating Our Own Session Object and TestingВидеоA Custom Ecommerce Agent with Custom InMemorySessionServiceВидеоAdding Structured Output to the Agent OutputВидеоPersistent Agent - Chef Agent with the DatabaseSessionServiceВидеоUnderstanding Session, State, and Memory in Conversational AgentsDIALOGUESession and Memory & Structure Outputs - AssessmentЗадание
06ADK CallBack Functions - Filtering and Guardrails6 материалов

ADK CallBack Functions - Filtering and Guardrails

Understanding Callbacks - Filtering and GuardrailsВидеоBefore Agent Callback - Hands-onВидеоBefore Model Callback - Hands-onВидеоRunning the ADK Server APIВидеоImplementing and Using Agent Callbacks in ADKDIALOGUEADK CallBack Functions - Filtering and Guardrails - AssessmentЗадание
07Wrap Up & Next Steps3 материалов

Wrap Up & Next Steps

Next StepsВидеоFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание