CSU Long Beach Classifieds>CSU Long Beach Online Courses>Automated Reasoning with GPT Assistant API: ReAct Agents

Automated Reasoning with GPT Assistant API: ReAct Agents

About this Course

The concepts of large language models (LLMs) took the world by storm in November 2022, positioning Artificial Intelligence as one of the most invested-in and promising technology sectors. This guided project will walk you through the creation of a reasoning and acting (ReAct) agent that harnesses the capability of the most prominent LLM in the world, GPT-4, to automate complex tasks that would normally require human reasoning and input. Ever wanted to know how to use large language models to interact with your business infrastructure or automate customer chat queries? This project is for you. By the end of this guided, ~1-hr long project, you will have created a GPT Assistant in Node/Typescript, that is able to answer questions on real-time information, such as the stock prices, and also answer questions on given input files. You will also understand the fundamentals of creating assistants that you can use and scale for your own business considerations. We will walk through the process from the beginning, from setting up your environment and API key, to uploading files and testing the limitations of retrieving relevant information, and creating functions that have reliable logic that can be scaled and changed depending on business need. This project, of intermediate complexity, is intended for those with some background in programming and application development to fully understand the logic and setup, though even business owners and managerial professionals can benefit from the project as we walk through every step and explain the cost-benefit analysis. Ready to create your own Assistant? Let\'s go!

Created by: Coursera Project Network


Related Online Courses

Do you want to know why data science has been labeled the sexiest profession of the 21st century? After taking this course, you will be able to answer this question, understand what data science is... more
This is a self-paced lab that takes place in the Google Cloud console. In this first hands-on lab you will access the Google Cloud Platform Console and use these basic Google Cloud features:... more
In the Leadership and Society Specialization, you will develop a comprehensive understanding of leadership principles, ethical decision-making for the welfare of society, and effective conflict... more
The summer of 2020 has brought issues of equity and race to the forefront of society. How do we create tolerant and just climates at work? Changing the culture of an organization is challenging in... more
In this Specialization you will develop knowledge and skills in the interconnected spheres of business and marketing. This is facilitated by the application of a global perspective, which enables... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL