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Coursera

Learn AI Agents

Scrimba via Coursera

Overview

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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.

Syllabus

  • Learn AI Agents
    • Learn the basics of AI agents, prompt engineering, and response control to set up a strong foundation.
  • Building and Refining ReAct Agents
    • Get to grips with ReAct prompting, understand loop mechanisms, and refine agent workflows.
  • OpenAI's Functions Agent
    • Discover OpenAI function agents, tool calls, automation, and UI integration for a seamless experience.
  • Test Your Knowledge
    • Put your new knowledge to the test with a Solo Project and a Graded Assignment.

Taught by

Bob Ziroll

Reviews

4.6 rating at Coursera based on 85 ratings

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