OpenAI API Integration - Supercharge your projects with AI

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
Requirements
Beginner web development knowledge required.
Know how to send HTTP requests with Postman.
Beginner front-end development knowledge required.
Beginner JavaScript knowledge required.
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.


More Info