The Complete Openai Js Apis Course - Build 15 Projects

Recorded with the latest GPT-4 features! Master the Completion API, ChatGPT API, Embeddings, DALL-E, Whisper & more!

What you'll learn

Learn the latest GPT-4 features including "Function Calling" released by OPENAI in June 2023.

Develop a deep and versatile understanding of OPENAI's APIs: Completion API, ChatGPT API, Embeddings, DALL-E & Whisper.

Dive into landmark models like ChatGPT, uncovering their architecture, encoding process, and training methods, empowering you with in-depth knowledge.

Master Prompt Engineering and acquire skills to craft effective prompts generating desired responses.

Utilise text embeddings to calculate similarity between text pieces, create a personalised book recommendation App, and analyse textual relationships.

Immerse yourself in 15 hands-on projects, each designed to showcase your expertise and innovation with real-world applications.

Project 1: Construct an app that takes text inputs and intelligently completes them using the OPENAI completion API, unlocking seamless content generation.

Project 2: Develop an application that employs stream technology to display API responses in chunks, resulting in faster and more responsive user interactions.

Project 3: Build a powerful tool that allows users to upload PDF documents and receive concise summaries based on specified word counts.

Project 4: Design an innovative app where users can inquire about real-time weather updates using natural language queries, receiving user-friendly responses.

Project 5: Create an app that enables users to engage in dynamic conversations with iconic personalities like Einstein or Bill Gates.

Project 6: Build a utility that calculates similarity between any two text inputs, providing valuable insights into the relationships between textual content.

Project 7: Build an intelligent recommendation engine that suggests books based on user inputs, utilising large datasets and embedding technology.

Project 8: Create a "Chat with any PDF" App that allows users to interact with uploaded documents through chat, extracting informative responses.

Project 9: Utilize DALLE's capabilities to generate captivating images based on text inputs, complete with the functionality to save your creative outputs.

Project 10: Develop an innovative image editing app where users can upload images, apply masks, and manipulate visuals using text-based commands.

Project 11: Extend DALLE's potential to create an app that generates diverse variations of uploaded images, offering users a spectrum of creative possibilities.

Project 12: Craft an application that allows users to upload audio files and receive accurate transcriptions, making audio content accessible and searchable.

Project 13: Build an app capable of translating audio files from languages other than English into English, facilitating seamless cross-lingual communication.

Project 14: Develop an application that transcribes user speech in various languages, offering a versatile speech-to-text solution.

Project 15: Build a cutting-edge app that translates spoken language into English in real-time, breaking down language barriers for fluid communication.

Requirements

Beginner JavaScript knowledge.

Description

Key points: Recorded with the latest GPT-4 capabilities such as the Revolutionary Function Calling feature of OPENAI!Features distinctive projects unavailable anywhere else online!The most comprehensive OPENAI API's course on the internet.14 hours of Crystal Clear HD video Content.Hands on experience with 15 Professional Projects!Welcome to the ultimate journey into the world of OPENAI's JavaScript API! If you're ready to dive into the most comprehensive online course available, look no further. This meticulously crafted curriculum is designed to empower you with a deep and versatile understanding of OPENAI models, from completion and chat APIs to embeddings, DALLE, and whisper.Why Choose This Course?This course stands out as the gold standard for mastering the OPENAI JavaScript API. You'll explore the cutting-edge models, techniques, and applications that are transforming the field of AI. The course hands-on approach ensures that you not only grasp theoretical concepts but also apply them to 15 exciting and practical projects that showcase your newfound skills.What You'll Learn:OPENAI Models Unveiled: Delve into the heart of OPENAI and its landmark models. Understand the magic behind ChatGPT's architecture, encoding process, and training methods. Discover how to make requests to different OPENAI  APIs and extract valuable data for your projects.Building Intelligent Apps: Step by step, you'll build powerful applications that harness the potential of the OPENAI APIs. From a PDF Book Summariser App that summarises any PDF Book to a Live Weather App that responds naturally to your queries in natural language, you'll bring AI-driven functionality to life.Engaging Conversations: Unleash the potential of the chat API as you construct interactive chatbots that converse with the likes of Einstein and Bill Gates. Gain expertise in prompt engineering, enabling you to orchestrate dynamic interactions and generate desired responses.Visual and Audio Creations: Venture into the world of images and audio with DALLE-powered projects. Generate images based on text input, edit images through text commands, create image variations, transcribe audio, and even translate speech – all seamlessly integrated.Text Analysis and Beyond: Explore embeddings to calculate similarity between text pieces and develop a personalised book recommendation app. Harness the power of AI to provide insightful analysis and enhance user experiences.Why Enrol?Comprehensive Coverage: No other course delves into the breadth and depth of OPENAI models and their applications like this course does. You'll emerge with an unmatched understanding of AI-driven possibilities.Cutting-Edge Knowledge: Stay ahead of the curve with insights into the latest advancements, including the newest GPT-4 features like Function calling released by OPENAI in June 2023. You'll be at the forefront of AI innovation.Hands-On Mastery: Throughout this comprehensive OPENAI JavaScript API course, you'll embark on an exhilarating journey through 15 practical projects, each designed to showcase your mastery of AI and unleash your creative potential. Get ready to build, innovate, and elevate your skills with these immersive projects:Project 1: Intelligent Text Completion App:Create an application that leverages the OPENAI completion API to intelligently finish text inputs, opening the door to endless possibilities in content generation.Project 2: Streamlined Completion App:Craft an app that employs stream technology to display API responses in chunks, enhancing user experience with quicker and more responsive interactions.Project 3: PDF Summariser App:Develop a powerful tool that allows users to upload PDF documents and receive concise summaries based on their specified word counts.Project 4: Real-Time Weather Query App:Construct an innovative application where users can request real-time weather updates using natural language, receiving user-friendly responses.Project 5: Immersive Chatbot App:Design an immersive environment that enables users to engage in dynamic conversations with iconic personalities such as Einstein or Bill Gates.Project 6: Text Similarity Analyser:Build a utility that calculates the similarity between any two text inputs, providing insights into textual relationships.Project 7: Personalised Book Recommendations App:Create a personalised book recommendation engine based on user input and large datasets of publicly available books, using embeddings and 2D maps for precision.Project 8: Interactive PDF Chat App:Develop an engaging PDF reader that enables users to interact with uploaded PDF documents through chat, offering informative responses.Project 9: DALLE-Powered Image Generator App:Harness the power of DALLE to build an image generator that transforms text inputs into captivating images, complete with the ability to save your creations.Project 10: Image Editor App using DALL-E and Canvas:Craft an innovative image editing app where users can upload images, apply masks, and edit visuals using text-based commands, empowering dynamic image manipulation.Project 11: Diverse Image Variation Generator App:Extend DALLE's capabilities to create an app that generates diverse variations of uploaded images, enabling users to save their preferred versions.Project 12: Audio Transcription App:Develop an app that allows users to upload audio files and receive accurate transcriptions, making audio content accessible and searchable.Project 13: Audio translation App:Create a language translation app that translates audio files from languages other than English to English, breaking down language barriers.Project 14: Multilingual Speech-to-Text App:Empower users with an app that transcribes their speech into various languages, providing a versatile and adaptable solution.Project 15: Real-Time Speech Translation App:Design a cutting-edge app that translates speech into English in real-time, enabling seamless communication across languages.Get ready to transform your understanding of AI through hands-on experience, and unleash your creative potential in each of these exciting projects!Join Me Today!Embark on a transformative learning experience that will equip you with the knowledge and skills to create groundbreaking AI-powered applications. This course is not just about education; it's about empowerment, innovation, and the endless possibilities that lie ahead. Dive into the future of AI with me and become a leader in this dynamic field. Enrol now and let's embark on this exciting journey together!

Overview

Section 1: Introduction - Text Completion App

Lecture 1 Course Curriculum

Lecture 2 Download the course 171 Slides

Lecture 3 OPENAI Journey

Lecture 4 How ChatGPT works

Lecture 5 Models Performance and Pricing

Lecture 6 Create an OPENAI Account and get your API Key

Lecture 7 Important: How to use provided Source Code.

Lecture 8 Create a Completion App (Part 1)

Lecture 9 Source Code

Lecture 10 Create a Completion App (Part 2)

Lecture 11 Create a Completion App (Part 3)

Lecture 12 Tokeniser and Usage Limits

Lecture 13 Gpt-4 Key

Section 2: Use ChatGPT for:

Lecture 14 Text completion

Lecture 15 Text compression

Lecture 16 Text segmentation

Lecture 17 Information extraction

Lecture 18 Keyword extraction

Lecture 19 Question answering

Lecture 20 Text classification

Lecture 21 Sentiment analysis

Lecture 22 Emotion detection

Lecture 23 Tone analysis

Lecture 24 Content filtering

Lecture 25 Conversation and role prompting

Lecture 26 Code generation

Lecture 27 Reasoning

Lecture 28 Text translation

Lecture 29 Paraphrasing

Lecture 30 Language correction

Section 3: OPENAI API Parameters

Lecture 31 Temperature

Lecture 32 max_tokens

Lecture 33 Stop sequences

Lecture 34 N parameter

Lecture 35 Echo parameter

Lecture 36 Top parameter

Lecture 37 Frequency and presence penalty

Section 4: OPENAI Streams

Lecture 38 Introduction

Lecture 39 Start a stream

Lecture 40 Listen to events

Lecture 41 Respond to events

Section 5: Prompt engineering

Lecture 42 Be Specific

Lecture 43 Provide Context

Lecture 44 Use Separators

Lecture 45 Specify response length

Lecture 46 Reduce fluffy descriptions

Lecture 47 Specify response format

Lecture 48 To do / not to do

Lecture 49 Zero shot, One shot and few-shot concepts

Lecture 50 Chain of thought prompting

Lecture 51 Think step by step

Lecture 52 Use role play

Lecture 53 Use references

Lecture 54 Handholding the language model

Section 6: Pdf Book Summariser App

Lecture 55 Introduction

Lecture 56 Build the User interface

Lecture 57 Extract pdf text Part 1

Lecture 58 Extract pdf text Part 2

Lecture 59 Split pdf to chunks

Lecture 60 Summarisation process

Section 7: Chat API - Live Weather App

Lecture 61 Chat vs completion api

Lecture 62 Your first chat request

Lecture 63 Chat vs completion api Models and pricing

Lecture 64 Gpt4 vs gpt3

Lecture 65 Function calling - Released June 2023

Lecture 66 Live weather app Request chain - 1

Lecture 67 Live weather app Request chain - 2

Lecture 68 Live weather app Request chain - 3

Section 8: Chatbot App: Chat with Einstein, Bill Gates and more!

Lecture 69 Introduction

Lecture 70 User interface

Lecture 71 Messages Part 1

Lecture 72 Messages Part 2

Lecture 73 Personalities

Section 9: Embeddings - Similarity App

Lecture 74 Introduction

Lecture 75 Preparation

Lecture 76 Calculate embeddings

Lecture 77 Cosine similarity

Lecture 78 Cost calculation

Section 10: Book Recommendations App

Lecture 79 Introduction

Lecture 80 Dataset

Lecture 81 Calculate embeddings part 1

Lecture 82 Calculate embeddings part 2

Lecture 83 Get embeddings

Lecture 84 User interface

Lecture 85 Find nearest neighbours

Lecture 86 Display books

Lecture 87 Plot books in 2d map using atlas

Lecture 88 Final Source Code

Section 11: Chat with PDF App: Chat with any PDF Document

Lecture 89 Introduction

Lecture 90 Extract pdf text and split it into chunks

Lecture 91 Calculate embeddings and store them inside database table

Lecture 92 Build the chat container

Lecture 93 Handle submitted messages

Lecture 94 Calculate text embedding and find nearest neighbours

Lecture 95 Build the context and send chat api request

Lecture 96 Final Source Code

Section 12: Text to Image App using DALL-E

Lecture 97 Introduction

Lecture 98 Image creation

Lecture 99 Display images

Lecture 100 Save an image

Lecture 101 Final Source Code

Section 13: Image Editing App using DALL-E & Canvas

Lecture 102 Introduction

Lecture 103 User interface

Lecture 104 Handle image upload

Lecture 105 Change canvas background

Lecture 106 Draw dots inside canvas

Lecture 107 Draw mask inside canvas

Lecture 108 Server request

Lecture 109 Save uploaded image

Lecture 110 Save masked image

Lecture 111 Edit masked image

Lecture 112 Final Source Code

Section 14: Image Variations App using DALL-E

Lecture 113 Introduction

Lecture 114 Generate image variations

Lecture 115 Final Source Code

Section 15: Audio to Text App using Whisper

Lecture 116 Introduction

Lecture 117 User interface

Lecture 118 Handlers

Lecture 119 Save audio file

Lecture 120 Transcribe audio

Lecture 121 Final Source Code

Section 16: Audio Translation App using Whisper

Lecture 122 Translation

Lecture 123 Final Source Code

Section 17: Speech to Text App using Whisper

Lecture 124 Introduction

Lecture 125 Transcribe speech

Lecture 126 Final Source Code

Section 18: Speech Translation App using Whisper

Lecture 127 Translate speech

Developers Seeking AI Integration: If you're a developer eager to harness the power of AI in your projects, this course is tailored for you. Whether you're a beginner or experienced coder, you'll gain the skills needed to seamlessly integrate OPENAI's JS APIs into your applications, enhancing their capabilities with cutting-edge AI functionalities.,Tech Enthusiasts and Innovators: Are you passionate about staying at the forefront of technological advancements? This course is designed to captivate your interest. Dive into the world of AI-powered applications and expand your skill set, paving the way for innovative creations and groundbreaking solutions that push the boundaries of what's possible.,Students and Educators: As a student or educator, you recognize the transformative potential of AI in education and beyond. By enrolling in this course, you'll empower yourself with the knowledge and tools to develop educational tools, interactive platforms, and AI-driven learning experiences that engage and captivate learners like never before.,Entrepreneurs with AI Vision: If you're an entrepreneur with a vision for AI-driven products or services, this course will empower you to turn your ideas into reality. Discover how to leverage OPENAI's JS APIs to build intelligent applications that can disrupt industries, enhance user experiences, and drive your business forward in the AI-powered era.