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Coursera Project Network

ChatGPT with Python: Build a Chatbot With the OpenAI API

Coursera Project Network via Coursera

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Overview

Did you know that a sophisticated AI chatbot could dramatically reduce customer service costs while improving customer satisfaction? In this hands-on project, 'ChatGPT with Python: Build a chatbot with the OpenAI API', you'll utilise the backend capabilities of OpenAI's ChatGPT API to design and build an AI-powered Tech Support Chat that achieves this exact goal for your company, ZooCorp.As a software engineer tasked to create this chatbot, you'll write a program capable of handling complex customer interactions around-the-clock, tackling issues that visitors to the zoo frequently face. Starting with setting up the OpenAI API, you'll progress to designing prompts that shape the chatbot's responses, managing system and user interactions, customizing response lengths, and preparing for potential errors with effective debugging techniques.For the best learning outcome, you should have a foundation in Python programming, understanding of OpenAI's GPT-3 and the ChatGPT model, and a basic knowledge of API interaction.This project, estimated to take approximately 1 hour to complete, is a real-world application of ChatGPT using Python scripting. You'll walk away with not only a functional AI-powered tech support chat program, but also a deeper understanding of how to interact with and manipulate the ChatGPT API for other practical business solutions. The skills and experience gained will enhance your proficiency in AI development and applications, as well as demonstrate your ability to leverage cutting-edge AI technology to solve critical business problems and streamline processes.

Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Syllabus

  • Project Overview
    • Did you know that a sophisticated AI chatbot could dramatically reduce customer service costs while improving customer satisfaction? In this hands-on project, 'ChatGPT with Python: Build a chatbot with the OpenAI API', you'll utilise the backend capabilities of OpenAI's ChatGPT API to design and build an AI-powered Tech Support Chat that achieves this exact goal for your company, ZooCorp.

      As a software engineer tasked to create this chatbot, you'll write a program capable of handling complex customer interactions around-the-clock, tackling issues that visitors to the zoo frequently face. Starting with setting up the OpenAI API, you'll progress to designing prompts that shape the chatbot's responses, managing system and user interactions, customizing response lengths, and preparing for potential errors with effective debugging techniques.

      For the best learning outcome, you should have a foundation in Python programming, understanding of OpenAI's GPT-3 and the ChatGPT model, and a basic knowledge of API interaction.

      This project, estimated to take approximately 1 hour to complete, is a real-world application of ChatGPT using Python scripting. You'll walk away with not only a functional AI-powered tech support chat program, but also a deeper understanding of how to interact with and manipulate the ChatGPT API for other practical business solutions. The skills and experience gained will enhance your proficiency in AI development and applications, as well as demonstrate your ability to leverage cutting-edge AI technology to solve critical business problems and streamline processes.

Taught by

Rudi Hinds

Reviews

4.3 rating at Coursera based on 13 ratings

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