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Unlock the Power of Conversational AI: A Step-by-Step Guide to Building Your Own Chatbot Using the ChatGPT API

What you’ll learn

Master the complexity of the ChatGPT API, understanding its concepts, tokens, and parameters.

Master the creation of functional chatbots using the ChatGPT API, adeptly customizing them to diverse scenarios.

Learn chatbot deployment using Streamlit, sharing your chatbots widely and seamlessly integrating them into real-world applications.

Explore and become proficient in essential tools beyond ChatGPT, including Google Colab, Streamlit, Ngrok, and more.

Requirements

No prerequisites are required for taking this course.

Description

ChatGPT, the conversational AI that was published at the end of November 2022, has garnered global attention for its high accuracy and natural language interface. With its versatility in handling various tasks, from legal consultations and counseling to education and creative endeavors, ChatGPT has become a powerful tool.In this course, you’ll explore the capabilities of the ChatGPT API, enabling you to build and deploy chatbots with diverse personalities and functionalities. By leveraging this API, you can create highly efficient custom chatbots for applications in daily life, education, businesses, and more.Utilizing a large-scale language model, this course demonstrates how, through effective prompt inputs, you can customize your chatbots with various personalities and features.The curriculum begins with the basics of Python and an overview of the ChatGPT API, followed by a step-by-step guide through each stage where you will construct your own perfectly functional chatbot and publish it to the public. You will gain knowledge from the basic to the intermediate level.This course goes beyond learning about ChatGPT and its API; you will also discover all the required tools and techniques to create a perfect chatbot application, such as Google Colab, Streamlit, Ngrok, and more.Course Outline:Python Refresher:Understand the fundamentals of Python to write basic code to access the ChatGPT API for your chatbot application.ChatGPT Introduction:Learn about ChatGPT, its API concept, tokens, temperatures, and more.Environmental Setup:Set up all the requirements to create a chatbot, including the API.Chatbot Development:Use the ChatGPT API to construct practical chatbots.Publishing Chatbots:Learn how to publish your created chatbots on the web.Building Various Chatbots:Set up prompts for different types of chatbots, explore a range of functionalities, and combine them within a single application.To build and publish the chatbot web application, we’ll utilize the Streamlit library as a web framework. While the course provides minimal Python programming language explanations. The primary development environment for Python is Google Colaboratory.Course Requirements:Compatible with Windows or Mac for the local environment, using Google Colaboratory.No technical knowledge in AI or machine learning is required.Compatibility:Compatible with GPT-3.5/GPT-4.Requirements:Account creation for Google, OpenAI, Ngrok, and Github.Who this Course is for:Those interested in creating new services using the ChatGPT API.Individuals looking to enjoy easy chatbot construction.Those wishing to incorporate ChatGPT into their services.Professionals or hobbyists interested in utilizing conversational AI in their work or personal interests.Enthusiasts looking to enjoy “chatbot creation” as a hobby.Individuals exploring the possibilities of conversational AI.

Overview

Section 1: Introduction

Lecture 1 Course Introduction

Section 2: Python Refresher

Lecture 2 Section Introduction

Lecture 3 Installing Python

Lecture 4 String, Numbers, Booleans and Variables

Lecture 5 List, Set, Tuples, Range and Dictionaries

Lecture 6 Conditions and Comments

Lecture 7 Loops, Functions and Modules

Lecture 8 Class and Objects

Lecture 9 Resources

Section 3: ChatGPT Introduction

Lecture 10 Section Introduction

Lecture 11 OpenAI and ChatGPT

Lecture 12 Tokens and Temperature

Lecture 13 OpenAI Usage Policy

Lecture 14 Resources

Section 4: Environmental Setup

Lecture 15 Section Introduction

Lecture 16 Tools Overview

Lecture 17 Google Colaboratory

Lecture 18 Github and Streamlit

Lecture 19 Ngrok and ChatGPT API

Lecture 20 Resources

Section 5: Chatbot Development

Lecture 21 Section Introduction

Lecture 22 Streamlit and Ngrok

Lecture 23 Play with Streamlit

Lecture 24 Integrate ChatGPT API

Lecture 25 Create Chatbot

Lecture 26 Resources

Section 6: Chatbot Live

Lecture 27 Section Introduction

Lecture 28 Code Preparation

Lecture 29 Create Github Repository

Lecture 30 Application Deployment

Lecture 31 Performance Analysis

Lecture 32 Resources

Section 7: Chatbot Manipulation

Lecture 33 Section Introduction

Lecture 34 Integrate Image in Chatbot

Lecture 35 Multiple Chatbots with Multipage

Lecture 36 Integrate More Chatbots with Different Prompts

Lecture 37 Performance Analysis

Lecture 38 Resources

Section 8: Bonus Section

Lecture 39 Bonus Lecture

Those interested in creating new services using the ChatGPT API.,Individuals looking to enjoy easy chatbot construction.,Those wishing to incorporate ChatGPT into their own services.,Professionals or hobbyists interested in utilizing conversational AI in their work or personal interests.,Enthusiasts looking to enjoy “chatbot creation” as a hobby.,Individuals exploring the possibilities of conversational AI.

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