Automated Reasoning with GPT Assistant API: ReAct Agents

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!

• Project Overview
• This Guided Project, "Automated Reasoning with GPT Assistant API: ReAct Agents," is perfect for software developers and AI enthusiasts. In this guided project, you will learn to leverage GPT as a ReAct agent and tune it for specified business logic, creating an intelligent chatbot in a Node.js and TypeScript environment. Key topics include environment setup, API insights, basic chatbot functions, and integrating business-specific data. This project is unique in its integration of AI-driven natural language processing with business-oriented customization. Prior knowledge of JavaScript or TypeScript and Node.js is recommended for an optimal learning experience. This course is perfect for businesses and engineers that are looking for an effective and simple way to leverage the power of generative AI for their business use cases.