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There are 4 modules in this course
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.
Learn the basics of AI agents, prompt engineering, and response control to set up a strong foundation.
What's included
1 assignment8 plugins
Show info about module content
1 assignment•Total 10 minutes
Learn AI Agents – Practice Assignment•10 minutes
8 plugins•Total 28 minutes
AI Agent Intro•3 minutes
Welcome to interactive lessons!•1 minute
Prompt Engineering 101•6 minutes
Control Response Formats•2 minutes
Zooming Out•3 minutes
Agent Setup•4 minutes
Introduction to ReAct prompting•5 minutes
Build action functions•4 minutes
Building and Refining ReAct Agents
Module 2•1 hour to complete
Module details
Get to grips with ReAct prompting, understand loop mechanisms, and refine agent workflows.
What's included
1 assignment9 plugins
Show info about module content
1 assignment•Total 15 minutes
Building and Refining ReAct Agents – Practice Assignment•15 minutes
9 plugins•Total 39 minutes
Write ReAct prompt - part 1 - planning•3 minutes
ReAct Agent - part 2 - ReAct prompt•3 minutes
ReAct Agent - part 3 - how does the "loop" work?•3 minutes
ReAct Agent - part 4 - code setup•4 minutes
ReAct Agent - part 5 - Plan for parsing the response•4 minutes
ReAct Agent - part 6 - Parsing the Action•5 minutes
ReAct Agent - part 7 - Calling the function•6 minutes
ReAct Agent - part 8 - Housekeeping•3 minutes
ReAct Agent - part 9 - Finally! The loop!•8 minutes
OpenAI's Functions Agent
Module 3•1 hour to complete
Module details
Discover OpenAI function agents, tool calls, automation, and UI integration for a seamless experience.
What's included
1 assignment10 plugins
Show info about module content
1 assignment•Total 15 minutes
OpenAI's Functions Agent – Practice Assignment•15 minutes
10 plugins•Total 44 minutes
OpenAI Functions Agent - part 1 - Intro•1 minute
OpenAI Functions Agent - part 2 - Demo day•2 minutes
OpenAI Functions Agent - part 3 - Tools•6 minutes
OpenAI Functions Agent - part 4 - Loop Logic•2 minutes
OpenAI Functions Agent - part 5 - Setup Challenge•3 minutes
OpenAI Functions Agent - part 6 - Tool Calls•6 minutes
OpenAI Functions Agent - part 7 - Pushing to messages•4 minutes
OpenAI Functions Agent - part 8 - Adding arguments•7 minutes
OpenAI Functions Agent - part 9 - Automatic function calls•9 minutes
Adding UI to agent - proof of concept•4 minutes
Test Your Knowledge
Module 4•1 hour to complete
Module details
Put your new knowledge to the test with a Solo Project and a Graded Assignment.
What's included
1 reading1 assignment2 plugins
Show info about module content
1 reading•Total 2 minutes
About This Solo Project•2 minutes
1 assignment•Total 30 minutes
Learn AI Agents Graded Assignment•30 minutes
2 plugins•Total 7 minutes
Solo Project: AI Travel Agent•4 minutes
Nice work!•3 minutes
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Scrimba is an interactive code-learning platform with over a million users from all over the world. They feature highly interactive and engaging courses about programming and web development.
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To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.