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Learn AI Agents · LearnSpace
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courseraПрограммирование

Learn AI Agents

Курс от Scrimba
Средний≈ 3.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course delves into the intricate process of ReAct prompting, a critical component in the design of AI agents. Through dedicated modules, learners will explore the nuanced approach to crafting prompts that effectively guide AI responses in a reactive manner. This technique is essential for developing AI agents that can interact dynamically with users and environments. The curriculum offers an in-depth examination of ReAct prompting, teaching students how to plan and construct prompts that lead to desired actions and responses from the AI. Participants will learn the principles of prompt engineering, which combines elements of psychology, linguistics, and data science to shape the AI's interactions. In addition to theoretical knowledge, the course emphasizes practical experience. Students will engage in hands-on exercises to refine their skills in building ReAct prompts, understanding the "loop" mechanism that enables continuous and context-aware interactions, and setting up code that facilitates these sophisticated dialogues. By focusing on ReAct prompting, the course prepares learners to create AI agents that are not only responsive but also proactive in their engagements, resulting in more natural and effective human-AI interactions. This specialized training is particularly beneficial for those interested in enhancing user experience and creating more intuitive AI systems.

Навыки, которые вы освоите

User Interface (UI) DesignUser Interface and User Experience (UI/UX) DesignHuman Computer InteractionPrompt PatternsAgentic WorkflowsTool CallingOpenAIGenerative AI AgentsAgentic systemsPrompt EngineeringArtificial Intelligence

Программа курса

4 модулей · 34 учебных материалов

01Learn AI Agents9 материалов

Learn AI Agents

AI Agent IntroPLUGINWelcome to interactive lessons!PLUGINPrompt Engineering 101PLUGINControl Response FormatsPLUGIN

Учитесь у экспертов

Bob Ziroll

Преподаватель курса

Learn AI Agents
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 3.2 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Zooming OutPLUGIN
Agent SetupPLUGIN
Introduction to ReAct promptingPLUGIN
Build action functionsPLUGIN
Learn AI Agents – Practice AssignmentЗадание
02 Building and Refining ReAct Agents10 материалов
Write ReAct prompt - part 1 - planningPLUGINReAct Agent - part 2 - ReAct promptPLUGINReAct Agent - part 3 - how does the "loop" work?PLUGINReAct Agent - part 4 - code setupPLUGINReAct Agent - part 5 - Plan for parsing the responsePLUGINReAct Agent - part 6 - Parsing the ActionPLUGINReAct Agent - part 7 - Calling the functionPLUGINReAct Agent - part 8 - HousekeepingPLUGINReAct Agent - part 9 - Finally! The loop!PLUGINBuilding and Refining ReAct Agents – Practice AssignmentЗадание
03OpenAI's Functions Agent11 материалов
OpenAI Functions Agent - part 1 - IntroPLUGINOpenAI Functions Agent - part 2 - Demo dayPLUGINOpenAI Functions Agent - part 3 - ToolsPLUGINOpenAI Functions Agent - part 4 - Loop LogicPLUGINOpenAI Functions Agent - part 5 - Setup ChallengePLUGINOpenAI Functions Agent - part 6 - Tool CallsPLUGINOpenAI Functions Agent - part 7 - Pushing to messagesPLUGINOpenAI Functions Agent - part 8 - Adding argumentsPLUGINOpenAI Functions Agent - part 9 - Automatic function callsPLUGINAdding UI to agent - proof of conceptPLUGINOpenAI's Functions Agent – Practice AssignmentЗадание
04Test Your Knowledge4 материалов
About This Solo ProjectЧтениеSolo Project: AI Travel AgentPLUGINLearn AI Agents Graded AssignmentЗаданиеNice work!PLUGIN