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OpenAI GPTs: Creating Your Own Custom AI Assistants · LearnSpace
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OpenAI GPTs: Creating Your Own Custom AI Assistants

Курс от Vanderbilt University
Начальный≈ 7.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In the era of Generative AI, the demand for personalized and specialized Generative AI assistants is skyrocketing. Large language models like GPTs have demonstrated their remarkable capabilities, but what if you could harness their power to create custom AI assistants tailored to your specific needs? Welcome to the world of custom GPTs, where you can build intelligent systems that understand your domain, speak your language, and solve your unique challenges. This cutting-edge course will guide you through the exciting journey of creating and deploying custom GPTs that cater to diverse industries and applications. Imagine having a virtual assistant that can tackle complex legal document analysis, streamline supply chain logistics, or even assist in scientific research and hypothesis generation. The possibilities are endless! Throughout the course, you'll delve into the intricacies of building GPTs that can use your documents to answer questions, patterns to create amazing human and AI interaction, and methods for customizing the tone of your GPTs. You'll learn how to design and implement rigorous testing scenarios to ensure your AI assistant's accuracy, reliability, and human-like communication abilities. Prepare to be amazed as you explore real-world examples built around a GPT for Travel and Business Expense Management. The examples show how a GPT can help users book flights, hotels, and transportation while adhering to company policies and budgets. Additionally, the GPT can help streamline expense reporting and reimbursement processes, ensuring compliance and accuracy. Whether you're a business leader, entrepreneur, developer, or educator, this course will equip you with the skills to harness the transformative potential of custom GPTs. Unlock new realms of productivity, innovation, and personalized experiences by building AI assistants that truly understand and cater to your unique needs. Enroll now and join the forefront of AI revolution, where you'll learn to create intelligent systems that not only comprehend but also anticipate and exceed your expectations.

Навыки, которые вы освоите

Prompt EngineeringAI PersonalizationHuman Centered DesignTest CasePrompt PatternsOpenAIHuman Computer InteractionTool CallingOpenAI APIGenerative AI AgentsExpense ManagementSafety AssuranceExpense ReportsResponsible AISystem TestingChatGPTInteraction DesignTravel ArrangementsRetrieval-Augmented GenerationGenerative AI

Программа курса

3 модулей · 49 учебных материалов

01Custom GPTs Fundamentals14 материалов
WelcomeВидеоYour Custom GPT Journey Starts HereDIALOGUEProgramming a GPTВидеоCustom InstructionsВидео

Учитесь у экспертов

Dr. Jules White

Professor of Computer Science

OpenAI GPTs: Creating Your Own Custom AI Assistants
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 7.6 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский, Казахский, Венгерский

Часть программы вашего университета
Retrieval Augmented GenerationВидео
Putting it All Together: Custom GPTsВидео
Understanding How GPTs Use ToolsВидео
Practice QuizЗадание
CAPITAL: A Framework for Customizing How Chatbots ConverseЧтение
Building a Persona for Your Custom GPTВидео
Prompt PatternsЧтение
Format of the Persona PatternЧтение
Create a Persona-Based Custom GPTЗадание
Learning More & Staying ConnectedЧтение
02THINK: Create Great GPTs (Part I)21 материалов

Test

TestВидеоBuild a BenchmarkВидеоBenchmark Design ConsiderationsЧтениеBuild a Custom GPT for Generating Test CasesВидеоBuild Your Own Custom GPT Test Case GeneratorЗадание

Help the User Solve the Problem, Not Provide Answers

The Goal is to Help the Human Solve the Problem, Not Provide the AnswerВидеоHow to Cite KnowledgeВидеоOutput FormattingВидеоTemplate Pattern & MarkdownЧтениеProvide the FactsВидеоHedging While HelpingВидеоMenu Action PatternВидеоFormat of the Menu Actions PatternЧтениеWhere to Get Additional HelpВидеоBuilding a GPT with a MenuЗадание

Information Before Decision Making

Information Before Decision MakingВидеоFlipped Interaction PatternВидеоFormat of the Flipped Interaction PatternЧтениеMissing Context from the UserВидеоUser-Customized ExperiencesВидеоA Personalized GPTЗадание
03THINK: Create Great GPTs (Part II)14 материалов

Never Assume

BoundariesВидеоHow to Respond to the Absence of KnowledgeВидеоCombating Ambiguity in User Prompts with Question RefinementВидеоFormat of the Question Refinement PatternЧтениеEnforcing Boundaries & Still Helping with the Alternative Approaches PatternВидеоFormat of the Alternative Approaches PatternЧтениеCognitive Verifier PatternВидеоFormat of the Cognitive Verifier PatternЧтениеDesign a GPT Using Response Improvement PatternsЗадание

Knowledge Must be Clear

Handling Ambiguity in Concept MappingВидеоKnowledge Conflict ResolutionВидео

Wrapping Up

You and Your Business are Responsible, Not the BotВидеоAdversarial TestingВидеоWrapping UpВидео