Chatgpt & Openai Apis: The Comprehensive Guide

From Beginner to Expert: A Comprehensive Guide to ChatGPT, OpenAI APIs, Midjourney, and LangChain Integration

What you'll learn

Craft the Best Prompts for ChatGPT and Midjourney - Prompt Engineering

Learn How ChatGPT and Language Models Work

Master the OpenAI API: Understand the fundamentals of the OpenAI API, learn how to set up the API environment, and gain proficiency in making API requests

Integrate LangChain with OpenAI to Build Automated Applications

Generate Amazing Images With Midjourney

Build Automation Web Apps Using LangChain, OpenAI API & Streamlit

Requirements

Basic programmings skills are preferred, but not required

Description

Welcome to the comprehensive course on mastering ChatGPT & OpenAI APIs & Midjourney! In this course, you will delve into ChatGPT, a powerful language model developed by OpenAI, and learn how to harness its capabilities to build cutting-edge conversational AI applications. Whether you're a developer, data scientist, manager, marketer, or AI enthusiast, this course will equip you with the knowledge and skills to leverage the ChatGPT, Midjourney & OpenAI API to its full potential.Throughout this course, we will cover the fundamentals of ChatGPT, Midjourney, and OpenAI API, guiding you through the process of setting up the API environment and making API requests to interact with OpenAI API effectively, as well as learning how to craft the best prompts for ChatGPT and Midjourney.You'll gain hands-on experience with various projects, building real-world applications that showcase the versatility of ChatGPT/OpenAI API and its integration with other tools like LangChain.Projects Included:How to use ChatGPT for Rapid Skills Acquisition: In this project, you will explore how ChatGPT can be used as a valuable tool for rapid skills acquisition. How to use ChatGPT for Writing a Children's Book: Unleash your creativity in this project, where you'll learn how to generate engaging and imaginative stories suitable for children. You'll learn how to use ChatGPT to craft captivating narratives, generate characters, and construct delightful adventures that will captivate young readers.How to use ChatGPT for Code Generation and Debugging: In this project, you'll explore how ChatGPT can be a powerful tool for code generation and debugging. You'll learn how to debug errors, and optimize algorithms, speeding up the development process and enhancing code quality.How to Create Amazing Images with Midjourney: Expand your horizons beyond text-based applications as you dive into Midjourney, an exciting image processing tool. In this project, you'll learn how to leverage Midjourney's capabilities to generate artistic images, apply style transfer, and create stunning visual content using ChatGPT-generated prompts.How to Build a Cover Letter Generator with OpenAI API: In this practical project, you'll create a cover letter generator that assists job seekers in crafting personalized and professional cover letters. You'll integrate ChatGPT with OpenAI API to generate customized cover letter content based on user inputs, helping job applicants stand out from the competition.How to Build a Virtual Realtor Assistant App with OpenAI API: Discover how OpenAI API can revolutionize the real estate industry as you develop a virtual realtor assistant app. You'll create a chatbot that assists potential homebuyers in finding their dream properties, providing relevant information, answering queries, and offering personalized recommendations.How to use LangChain, OpenAI API to Build a Youtube Assistant Bot: In this final project, you'll explore the integration of LangChain with OpenAI API to build a secure Youtube assistant bot. You'll develop a chatbot that interacts with users, finds and recommends videos, provides channel analytics, and ensures secure communication through LangChain.Whether you're interested in enhancing your AI development skills or creating practical conversational AI applications, this course will provide you with the expertise needed to master the OpenAI API and unleash the full potential of ChatGPT, Midjourney, and LangChain in your projects. Enroll now and embark on an exciting journey into the world of conversational AI!

Overview

Section 1: Introduction

Lecture 1 Introduction & Course Structure

Lecture 2 How To Get The Most Out of This Course

Section 2: Code and Resources

Lecture 3 Download Source Code

Lecture 4 ChatGPT Prompts and Slides

Lecture 5 Midjourney Prompts and Slides

Section 3: ChatGPT - An Introduction - Use Cases, AI History, ChatGPT Account Creation

Lecture 6 What Is ChatGPT - An Introduction

Lecture 7 ChatGPT Use-Cases

Lecture 8 Create a ChatGPT Account & ChatGPT Demo

Lecture 9 Free VS Paid ChatGPT Subscriptions

Lecture 10 ChatGPT and AI Brief History

Lecture 11 Section Summary

Section 4: ChatGPT - A Deep Dive & How It Really Works

Lecture 12 ChatGPT Anatomy

Lecture 13 ChatGPT Anatomy, Data Collection and Tokenizer

Lecture 14 The Neural Network and The Transformer - Deep Dive

Lecture 15 Tokens and ChatGPT Language Model

Lecture 16 Limitations and Capabilities of ChatGPT - An Overview

Lecture 17 Hands-On - Content Creation - Use ChatGPT to Create a Blog Post

Lecture 18 [TASK] - Your Turn - Content Creation with ChatGPT

Section 5: ChatGPT and Creative Work - Creating Children's Books with ChatGPT

Lecture 19 Creating the Outline for Children's Book with ChatGPT

Lecture 20 Adding a Memorable Character to the Story

Lecture 21 Writing the Opening Chapter

Lecture 22 Writing the Full Story & Making Improvements

Lecture 23 Finalizing the Final Book

Section 6: ChatGPT and Rapid Skills Acquisition

Lecture 24 ChatGPT for Rapid Skills Acquisition - Introduction

Lecture 25 Using Pain-Points for Rapid Skills Acquisition

Section 7: ChatGPT & Code Generation - Use ChatGPT to Generate and Debug Code

Lecture 26 Code Generation with ChatGPT - Introduction and Explanations

Lecture 27 Create a Java Password Generator with the Help of ChatGPT

Lecture 28 Create an HTML Portfolio Page with the Help of ChatGPT

Lecture 29 Create a Weather Web App with the Help of ChatGPT

Lecture 30 ChatGPT Code Generation for a Chrome Extension - Overview

Lecture 31 How to Develop a SaaS Product from Scratch with ChatGPT

Section 8: Mastering Prompt Engineering and How To Craft the Best Prompts

Lecture 32 What is a Prompt and Prompt Engineering

Lecture 33 Prompt Components and Prompt Engineering

Lecture 34 A Prompt Breakdown

Lecture 35 Elements of a Prompt

Lecture 36 Frameworks for Prompt Engineering - Introduction

Lecture 37 The Clarifying Objective Framework

Lecture 38 The Iterative Refinement Framework

Lecture 39 The Reverse Engineer Framework

Lecture 40 The Question-Answer Framework

Lecture 41 The Instruction-Based Framework

Lecture 42 The Conversational Context Framework

Lecture 43 The Narrowing Down Framework

Lecture 44 The Role-play Framework

Lecture 45 The Feedback Loop Framework

Lecture 46 The Emotion-Driven Framework

Lecture 47 The Hypothesis Framework

Lecture 48 The Comparative Framework

Lecture 49 The Assumptive Framework

Lecture 50 The Perspective-Switching Framework

Section 9: Generative AI - Creating Visual Content with Midjourney

Lecture 51 Image Generation with AI - Introduction

Lecture 52 What is Midjourney

Lecture 53 Generate a First AI Image with Midjourney

Lecture 54 Midjourney parameters - Aspect Ratio

Lecture 55 Saving Images in Midjourney

Lecture 56 Midjourney Parameter - Chaos

Lecture 57 Side-by-side Comparison of Chaos Images

Lecture 58 Midjourney Parameter - Quality

Lecture 59 Midjourney Parameter - Stop

Lecture 60 Midjourney Parameter - Stylize

Lecture 61 Midjourney Parameter - Tile

Lecture 62 Midjourney Parameter - Version and Settings

Lecture 63 Midjourney Parameter - No

Lecture 64 Section Summary

Section 10: Midjourney Prompt Engineering - Crafting the Best Prompts For Optimal Images

Lecture 65 Midjourney Prompting - Introduction

Lecture 66 Passing Image URL in Prompts

Lecture 67 Separate Two Concepts in a Prompt

Lecture 68 Hands-On: Midjourney Themes

Lecture 69 [TASK] - Your Turn - Apply Themes in Your Domain

Lecture 70 Midjourney Design Styles

Lecture 71 Midjourney Engines

Lecture 72 Drawing and Art Medium

Lecture 73 Lighting

Lecture 74 Realistic Photos with Midjourney

Lecture 75 Section Summary

Section 11: The OpenAI API - Leveraging the ChatGPT Engine to Build AI Powered Applications

Lecture 76 The OpenAI API & Course Structure Checkpoint

Lecture 77 Introduction to OpenAI API - API Keys and Documentation Overview

Lecture 78 OpenAI Models - Overview

Lecture 79 Writing our First API Request with cURL

Lecture 80 Dev Environment Setup Instructions - Win/Mac/Linux

Lecture 81 Set up VS Code and Python Extensions

Lecture 82 Setup Python Environment in VS Code

Lecture 83 Hitting the ChatCompletion OpenAI API Endpoint with Python - Full Setup

Lecture 84 Hitting the ChatCompletion OpenAI API End Point in Javascript

Lecture 85 [PROJECT] - Recommendation Engine with OpenAI - Setup

Lecture 86 Recommendation Engine App - Render Function

Lecture 87 Recommendation Engine App Testing

Lecture 88 Recommendation Engine App - Improvements - Adding Numbers and CSS Changes

Lecture 89 Recommendation Engine App - Styling and Final Touches

Lecture 90 Section Summary

Section 12: Hands-On: OpenAI API - Build a Cover Letter Web App

Lecture 91 Cover Letter Python Project Setup

Lecture 92 Personalize the Cover Letter - Adding parameters

Lecture 93 Creating Input and Customizing the Cover Letter

Lecture 94 Showing the Cover Letter on the Page

Section 13: Hands-On: OpenAI API - Build a Virtual Realtor Web App in Python

Lecture 95 The Virtual Realtor App - Setting Up the User Interface

Lecture 96 Pulling In the Answers as a Stream

Section 14: Hands-On: OpenAI API and DALL-E - Generating Images on the Fly with DALL-E

Lecture 97 OpenAI and DALL-E - OpenAI API Endpoint for Image Generation

Lecture 98 Generating Images with OpenAI Image Generator Endpoint - DALL-E Powered

Lecture 99 Demo of the Yogi Droid Project

Lecture 100 [PROJECT] - Generating and Retrieving Yogi Data

Lecture 101 Showing Yogi Data on the Page

Lecture 102 Generating an Image From Text

Lecture 103 Showing More Data on the Page & Final Touches

Lecture 104 Section Summary

Section 15: OpenAI API & the LangChain Framework - Deep Dive

Lecture 105 What Is LangChain?

Lecture 106 LangChain Website - Documentation

Lecture 107 How LangChain Works

Lecture 108 How Vector Search Works and LangChain Use-Cases

Lecture 109 Generating a Twitter Handle with LangChain

Lecture 110 LangChain Building Blocks and Quickstart

Lecture 111 The LangChain ChatModel

Lecture 112 LangChain Modules

Lecture 113 Prompt Templates and Chains

Lecture 114 LangChain Agents - Full Demo

Lecture 115 LangChain TextLoaders

Lecture 116 LangChain CSV Loaders

Lecture 117 LangChain, ChatGPT and OpenAI API And Our Own Documents - Query Your Own Docs

Lecture 118 Testing our Command Line ChatBot

Section 16: [PROJECT] LangChain & OpenAI API & ChatGPT - Youtube Assistant Web App

Lecture 119 Youtube Assistant Project - Setup

Lecture 120 Testing the Youtube Assistant Project - Console Testing

Lecture 121 Youtube Assistant Web App - Front-end Final Touches with Streamlit

Section 17: Next Steps

Lecture 122 Where to Go From Here

Lecture 123 Next Steps

Developers and non-developers alike who want to learn about ChatGPT, Midjourney and build AI Powered Applications,Entrepreneurs, Managers, Artists, AI Enthusiast, Developers, Marketers, Content Creators