Openai Apis With Node.Js: Building Next-Generation Web Apps

Exploring GPT, DALL-E, Whisper in Node.js: Crafting REST APIs and Building Webpages with ChatGPT.

What you'll learn

Understanding of OpenAI API Interaction with Node JS

Development of AI-Enhanced Web Applications

Efficient Web Development Using AI

Adapting to Evolving AI Technologies

Requirements

Good Command of JavaScript: Particularly, a strong understanding of Objects and Promises is essential as we'll be working extensively with JavaScript to create our application.

Basic Nodejs Knowledge: Familiarity with Nodejs basics is expected, as we'll be building a Nodejs application to integrate with the OpenAI API.

Basic Knowledge of Express Framework: Having a basic understanding of the Express framework will be beneficial as we'll convert our Nodejs app into an Express server for creating JSON APIs.

Knowledge of REST APIs and HTTP: Understanding RESTful APIs and HTTP request/response concepts is necessary as we will expose our applications as REST APIs.

Description

Course Overview: Welcome to "OpenAI APIs with Node.js," a comprehensive course that teaches you how to combine the powerful capabilities of OpenAI with the versatility of Node.js. While many courses emphasize AI integration with Python, we are pioneers in highlighting the union of OpenAI's advanced models with Node.js, bringing AI's potential to robust and scalable web applications.Why Node.js for OpenAI Integration?Over the past 30 years, AI research has advanced rapidly, with Python becoming the dominant language for experiments and demos.As AI innovations transition to production-grade applications, the limitations of Python in areas like concurrency, security, performance, and user-friendliness become evident.Legacy systems, many of which use other tech stacks, need to harness new AI advancements.OpenAI's provision of a Node.js SDK demonstrates a recognition of this gap, and our course fills the educational void with an emphasis on using Node.js for AI-driven applications.Course Structure:Getting Started:AI, ML & OpenAI models overview.Introduction to the OpenAI platform.Setting up the prerequisites.OpenAI API Fundamentals:Setting up your OpenAI account.Installing and authenticating with the OpenAI Node.js library.Understanding OpenAI models and their utilities.Creating APIs with Express and integrating with the frontend.Diving deep into the capabilities of OpenAI models like ChatGPT, DALL-E, and Whisper.PROJECTS:Emotion Analyzer: Your personal AI assistant to understand sentiments behind texts.ChatGPT Clone: Harness the power of gpt-3.5-turbo for natural, human-like interactions.Fridge Chef: Your AI chef that recommends meals based on your available ingredients.YouTube Insights: Extract valuable insights from YouTube videos using transcription, translation, and keyword generation.Semantic Search: Upgrade your search capabilities with context-aware, precise results.Required Skills: To excel in this course, ensure you're equipped with:Proficiency in JavaScript, especially Objects and Promises.Basic familiarity with Node.js and Express framework.Understanding of RESTful APIs and HTTP concepts.Development Approach:Experimenting with Node.js: Kickstart by interacting with OpenAI APIs directly via command-line executions to grasp the basics.Creating REST APIs with Express: Transition your applications into web solutions, exposing their features as REST APIs, tested using Postman.Generating Web Pages with ChatGPT: Innovate by letting ChatGPT assist in web page development, showcasing AI's potential in revolutionizing traditional development practices.Why This Course?This course is more than just a tutorial—it's an invitation to the future of web development, where AI plays an integral role. With a thorough breakdown of both OpenAI's capabilities and Node.js's robustness, we're offering you the tools to build next-generation web applications. As with all emerging technologies, the state of OpenAI APIs is continuously evolving. Recognizing this, we pledge to keep this course updated, aligning with the latest advancements and best practices in OpenAI APIs. So, rest assured that by enrolling, you're securing a resource that will remain relevant, making this the only course you'll ever need on OpenAI APIs with Node.js.

Overview

Section 1: Getting Started

Lecture 1 AI, ML & Models Overview

Lecture 2 OpenAI & Models Overview

Lecture 3 OpenAI Platform Overview

Lecture 4 Requirements and Prerequisites

Section 2: OpenAI API Fundamentals

Lecture 5 Create An OpenAI Account and an API Key

Lecture 6 Create Node.js Application & Install OpenAI & Key

Lecture 7 OpenAI Models

Lecture 8 Making GPT 3.5 Requests Using the OpenAI API

Lecture 9 Convert to Express and Create JSON APIs

Lecture 10 Create Frontend Using ChatGPT

Lecture 11 OpenAI APIs Costs

Lecture 12 Tokens

Lecture 13 Chat Completion Parameters

Lecture 14 Chat Completion System Role

Lecture 15 Image Manipulation with DALL-E

Lecture 16 Create Image Variations with DALL-E

Lecture 17 Edit Images with DALL-E

Lecture 18 Speech Recognition with Whisper

Lecture 19 Introduction to Embeddings

Section 3: Project – Emotion Analyzer

Lecture 20 Project Introduction

Lecture 21 Interacting with the OpenAI APIs

Lecture 22 Creating a REST API

Lecture 23 Developing the Web Page

Section 4: Project – ChatGPT Clone

Lecture 24 Project Introduction

Lecture 25 Making a Dialogue with The Model

Lecture 26 Generalize the Dialogue with Recursion

Lecture 27 Convert to a REST API Using Express

Lecture 28 Developing the Frontend via ChatGPT

Section 5: Project – Fridge Chef

Lecture 29 Project Introduction

Lecture 30 Generate Meals using ChatCompletion

Lecture 31 Parse Titles & Meals

Lecture 32 Create Meal Images

Lecture 33 Create the REST API

Lecture 34 Create Frontend with ChatGPT

Section 6: Project – YouTube Insights

Lecture 35 Project Introduction

Lecture 36 Download Audio from a YouTube Video

Lecture 37 Transcribe\Translate Via Whisper Model

Lecture 38 Obtain Insights from ChatCompletion Model

Lecture 39 Convert to REST API

Lecture 40 Implementing the Frontend with ChatGPT

Section 7: Project – Semantic Search

Lecture 41 Project Introduction

Lecture 42 Generating Embeddings & Measuring Similarities

Lecture 43 Cache Embeddings in a File

Lecture 44 Implement the Semantic Search Function

Lecture 45 Convert to REST API

Lecture 46 Implement the Web Page with ChatGPT

Web Developers: Those with a foundation in web development, particularly in the JavaScript/Node js realm, looking to expand their skill set by integrating AI functionalities into their applications.,AI Enthusiasts: Individuals passionate about artificial intelligence, desiring to understand its practical applications in the real-world web environment.,Tech Entrepreneurs: Those aspiring to create next-gen applications or services can benefit from understanding how AI can be harnessed in web platforms to offer novel and competitive solutions.,Students & Educators: Anyone in academia wanting a comprehensive overview of AI's role in web development, offering both theory and hands-on experience.