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Advanced Tool Development and Integration · LearnSpace
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Advanced Tool Development and Integration

Курс от Coursera
Средний≈ 17.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The Advanced Tool Development and Integration course builds on foundational agent skills by focusing on how to create, customize, and integrate tools into intelligent agents. Learners begin by designing custom functions and APIs that extend agent capabilities beyond built-in options, using best practices for clarity, reliability, and safety. The course then covers connecting agents to third-party services through secure authentication (including OAuth), enabling them to interact with external platforms such as CRMs, databases, and SaaS applications. Emphasis is placed on tool ecosystems, including Modular Component Protocol (MCP) standards for scalable interoperability. Learners also explore persistent memory and state management techniques, allowing agents to maintain continuity across sessions and tasks. Through guided coding activities, dialogues, and a capstone project, participants will design and deploy a Custom Analytics Agent that integrates multiple data sources, performs real-time analysis, and delivers actionable insights. By course end, learners will be able to engineer tools that empower agents with advanced functionality and seamless integrations.

Навыки, которые вы освоите

Software Design PatternsOAuthContext ManagementAI OrchestrationData PersistenceModel Context ProtocolAI WorkflowsApplication Programming Interface (API)AuthenticationsAuthorization (Computing)Tool CallingReal Time DataGenerative AI AgentsAgentic WorkflowsAI IntegrationsAgentic systemsInteroperability

Программа курса

4 модулей · 46 учебных материалов

01Building Custom Functions for Your Agents12 материалов
1.1 Creating Your First Custom ToolВидео1.2 The Agent-Ready Function ContractЧтение1.3 Refactor the Legacy Logistics FunctionsЛабораторная

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Professionals from the Industry

Преподаватель курса

Advanced Tool Development and Integration
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 17.4 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Пушту, Индонезийский, Испанский, Дари, Японский

Часть программы вашего университета
1.4 Custom Functions FundamentalsЗадание
1.5 From 'Working' to 'Production-Ready'Видео
1.6 Enterprise Patterns for Agent FunctionsЧтение
1.7 Harden and Test the Logistics ToolkitЛабораторная
1.8 Production and Testing PatternsЗадание
1.9 Integrating Your Toolkit with an AgentВидео
1.10 Integrate and Test the Logistics AgentЛабораторная
1.11 Designing for ReliabilityDIALOGUE
1.12 GRADED QUIZЗадание
02Function Calling13 материалов
2.1 Intelligent Function CallingВидео2.2 Function Calling Architecture and PatternsЧтение2.3 Implement the Orchestration LogicЛабораторная2.4 Function Calling MasteryЗадание2.5 Wrapping External APIs as Agent ToolsВидео2.6 API Integration Best PracticesЧтение 2.7 Build and Integrate the API WrapperЛабораторная2.8 Designing Resilient API IntegrationsDIALOGUE2.9 API Integration MasteryЗадание2.10 Debugging Complex Tool InteractionsВидео2.11 Comprehensive Testing Strategies for Tool-Using AgentsЧтение2.12 Validate the FinCorp Multi-Tool AgentЛабораторная2.13 Module 2 AssessmentЗадание
03Third-Party Integration9 материалов
3.1 Implementing Secure OAuth AgentsВидео3.2 OAuth 2.0 and Service Authentication PatternsЧтение3.3 Connect Your Agent to SlackЛабораторная3.4 OAuth and AuthenticationЗадание3.5 Write Once, Use Everywhere with Model Context Protocol (MCP)Видео3.6 Understanding the Multi-Cloud Platform (MCP) ArchitectureЧтение3.7 Migrating Tools to a Local MCP ServerЛабораторная3.8 Mastering Multi-Cloud Platform (MCP) StrategyDIALOGUE3.9 Module 3 AssessmentЗадание
04State Management and Persistence12 материалов
4.1 The Dual-Layer Memory StackВидео4.2 Designing the User Context SchemaЧтение4.3 Building the Memory LayerЛабораторная4.4 State ArchitecturesЗадание4.5 Architecting for ResilienceВидео4.6 Production Reliability PatternsЧтение4.7 Designing for Reliability at ScaleDIALOGUE4.8 Build Production-Grade Service IntegrationЛабораторная4.9 Implementing Context InjectionВидео4.10 The Line Between Helpful and CreepyDIALOGUE4.11 Building Execu-Pal v2 Лабораторная4.12 Module AssessmentЗадание