OpenAI API Integration - Supercharge your projects with AI

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Boško Bezik

2:32:28

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1. Introduction

1. Introduction.mp4

01:34

2. What is OpenAI.mp4

01:45

3. Course Prerequesites.mp4

00:45

4. OpenAI Key Concepts Quickstart.mp4

04:25

5. Running the Sample Application.mp4

05:28

6. Tokens, Probability, and Models.mp4

05:59

7. OpenAI Community Libraries.mp4

00:44

8. My Visual Studio Code Setup.mp4

01:19

2. Completions API

1. Introduction.mp4

08:10

2. Temperature and Top P.mp4

04:05

3. N and Best Of.mp4

02:09

4. Max Tokens and Token Consumption.mp4

02:10

5. Completion Streaming.mp4

01:20

6. Echo and Stop.mp4

01:46

7. Logprobs and Logit Bias.mp4

05:06

8. Presence and Frequency Penalty.mp4

04:00

9. User Identifiers.mp4

00:47

10. Suffix and Inserting.mp4

01:30

11. Editing Text.mp4

01:59

12. Chat Completions.mp4

04:52

13. Exercises.html

3. Practice Project - AI Email Assistant Browser Extension

1. Introdution.html

2. Creating Project Structure.mp4

09:59

3. Attaching AI Assistant to Gmail Forms.mp4

08:52

4. Generating Email Completions.mp4

06:58

5. Streaming Completions.mp4

06:14

6. Expanding AI Assistant Pt. 1.mp4

07:34

7. Expanding AI Assistant Pt. 2.mp4

07:36

8. Code Cleanup.mp4

02:03

9. AI Autocorrect Emails.mp4

04:44

4. Images (DALL-E) API

1. Introduction.mp4

01:18

2. Generating Images.mp4

03:23

3. Image Edits.mp4

05:39

4. Image Variations.mp4

01:17

5. Audio (Whisper) API

1. Introduction.mp4

00:52

2. Creating Transcriptions.mp4

03:39

3. Creating Translated Transcriptions.mp4

00:58

4. Limitations.mp4

01:43

6. Moderations API

1. Introduction.mp4

01:12

2. Filtering Textual Content.mp4

01:55

7. Fine Tuning API

1. Introduction.mp4

02:11

2. Preparing Training Data.mp4

06:47

3. Creating Fine-Tunes.mp4

04:04

8. Embeddings API

1. Introduction.mp4

01:27

2. Creating Embeddings.mp4

02:10

Description

Learn OpenAI APIs with hands-on exercises and real-world examples, to develop AI powered applications

What You'll Learn?

Create an AI powered browser extension
Implement ChatGPT-like functionality with Completions
Implement AI image generation with DALL-E
Intelligently filter unwanted textual content with Moderations API
Accurately transcribe audio recordings with Whisper API
Generate embeddings ready to be consumed by ML models
Create domain specific fine-tuned models
Clearly understand capabilities and limits of modern AI models

Who is this for?

Any developers who want to easily bring state-of-the-art AI features into their projects.

Anyone interested in learning about OpenAI capabilities.

Anyone interested bringing ChatGPT functionality into their projects.

What You Need to Know?

Beginner web development knowledge required.

Know how to send HTTP requests with Postman.

Beginner front-end development knowledge required.

Beginner JavaScript knowledge required.

More details

Description
Are you ready to take your skills to the next level and integrate the latest in AI technology into your projects? Look no further!
In this comprehensive course, you will learn everything you need to know about integrating OpenAI into your applications with ease.
You will learn all about the API endpoints that are available, including:
Completions, Chat Completions and Edits (Davinci and GPT Turbo);
Image generation, Edits and Variations (DALL-E);
Audio transcription and translated transcription (Whisper);
Moderation;
Embeddings;
Fine-tuning;
With hands-on exercises, detailed explanations, and real-world examples, you will have a clear understanding of how to integrate OpenAI APIs into almost any project.

Completion
The Completion API allows you to complete text snippets with suggested text in real-time. The API uses machine learning models to generate suggestions based on the inputted text, making it a powerful tool for various use cases such as code completion, content generation, and more.

Edits
The Edits API allows you to suggest changes to a given text. It generates multiple suggestions for improvements or corrections to the input text, including grammatical corrections, sentence structure improvements, and suggested words or phrases to replace the original text.
Images
The Images API allows you to generate, modify, or manipulate images with various parameters, such as specifying the size, style, or content of the image, and can be used for a variety of applications, such as generating product images for e-commerce websites, creating custom avatars for social media, or producing unique images for advertising and marketing materials.

Moderations
The Moderations endpoint is used to perform content moderation tasks such as text classification, sentiment analysis, and image moderation. It allows you to detect and filter out inappropriate or unwanted content in your applications, helping you maintain a safe and positive user experience.

Embeddings
The Embeddings API allows you to generate high-dimensional representations of text data, known as embeddings. These embeddings can be used for various NLP tasks, such as text classification, clustering, and similarity comparison. The endpoint generates these embeddings using deep learning algorithms, which have been trained on vast amounts of text data.

Fine Tuning
The Fine-tuning API is used to train and adapt language models to specific use cases. Fine-tuning allows you to obtain a model that understands the domain-specific language and tasks, providing higher accuracy in generating text, answering questions, and other tasks that are relevant to your use case.
Who this course is for:
Any developers who want to easily bring state-of-the-art AI features into their projects.
Anyone interested in learning about OpenAI capabilities.
Anyone interested bringing ChatGPT functionality into their projects.

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Hi, I’m Boško BezikI'm a software developer, researcher and writer who is passionate about teaching people how to code.My goal is to create practical and easy to absorb courses on various topics in the tech industry that will help you pass the exams, get a job or level up your career.

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