Openai Apis With Node Js: Building NextGeneration Web Apps

Openai Apis With Node.Js: Building Next-Generation Web Apps
Published 8/2023
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz

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

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

Overview

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 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