OpenAI APIs with Node.js: Building Next-Generation Web Apps

سرفصل های دوره

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

1. Getting Started

1.1 Resources.zip

1. AI, ML & Models Overview

2. OpenAI & Models Overview

3. OpenAI Platform Overview

4. Requirements and Prerequisites

2. OpenAI API Fundamentals

1. Create An OpenAI Account and an API Key

2. Create Node.js Application & Install OpenAI & Key

3. OpenAI Models

4. Making GPT 3.5 Requests Using the OpenAI API

5. Convert to Express and Create JSON APIs

6. Create Frontend Using ChatGPT

7. OpenAI APIs Costs

8. Tokens

9. Chat Completion Parameters

10. Chat Completion System Role

11. Image Manipulation with DALL-E

12. Create Image Variations with DALL-E

13. Edit Images with DALL-E

14. Speech Recognition with Whisper

15. Introduction to Embeddings

3. Project Emotion Analyzer

1. Project Introduction

2. Interacting with the OpenAI APIs

3. Creating a REST API

4. Developing the Web Page

4. Project ChatGPT Clone

1. Project Introduction

2. Making a Dialogue with The Model

3. Generalize the Dialogue with Recursion

4. Convert to a REST API Using Express

5. Developing the Frontend via ChatGPT

5. Project Fridge Chef

1. Project Introduction

2. Generate Meals using ChatCompletion

3. Parse Titles & Meals

4. Create Meal Images

5. Create the REST API

6. Create Frontend with ChatGPT

6. Project YouTube Insights

1. Project Introduction

2. Download Audio from a YouTube Video

3. TranscribeTranslate Via Whisper Model

4. Obtain Insights from ChatCompletion Model

5. Convert to REST API

6. Implementing the Frontend with ChatGPT

7. Project Semantic Search

1. Project Introduction

2. Generating Embeddings & Measuring Similarities

3. Cache Embeddings in a File

4. Implement the Semantic Search Function

5. Convert to REST API

6. Implement the Web Page with ChatGPT

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تولید کننده: Udemy