Create your own AI Service with ChatGPT and Python

Name: Create your own AI Service with ChatGPT and Python
Rating: 4.9 (3 reviews)

This course will walk you through the process own creating your own AI Service using the OpenAI API with python

Created byDavies Nzan

Last updated 6/2024

English

English [Auto],

What you'll learn

What Is and How to use OpenAI API
Use OpenAI models in a python project
How to create Chat Bot similar to ChatGPT
Automate and Create a SaaS with OpenAI API

Course content

3 sections • 13 lectures • 1h 10m total length

Introduction to OpenAI6:39
Explore OpenAI and AI basics, access ChatGPT and DALL-E 2 APIs, generate code and images, and build a free AI-powered website using OpenAI services.
Navigation around OpenAI playground10:52
Explore the OpenAI playground to learn model selection, token quotas, and prompt controls—temperature, penalties, and stop sequences—by testing sample prompts and coding tasks.
OpenAI settings2:33
Navigate OpenAI settings and usage to monitor your free trial, grab your organization ID for API access, and explore text, code, and image capabilities along with embeddings and fine-tuning.

Text completion and generation4:49
Explore text generation and text completion with Python and the OpenAI API. Learn authenticating with API keys, configuring the text-davinci-003 model, prompts, and token usage.
Text Editing2:50
Learn to edit text using the OpenAI edit API by supplying a passage, instructing spelling and grammar checks, and generating two outputs for comparison.
Audio to Text conversion2:24
Learn how to convert audio to text with OpenAI's Whisper, reading file bytes, sending a transcribe request, specifying language, and optionally translating to English.
Creating a Chat bot (Part 1)4:36
Explore chat completions with GPT-3.5 turbo, using openai.chat completion.create, system messages, and user/assistant roles, plus token basics and playground.
Creating a Chat bot (Part 2)2:57
Build a Python chat bot with OpenAI's chat completion, managing a conversations list and system messages, sending user prompts and receiving assistant responses in an interactive loop.

Creating Django project5:38
Create a Django project, install OpenAI, configure organization ID and API key, and test the OpenAI API with a Python file using text-davinci-003.
Setting up the views3:01
Set up a Django app by creating a base app, configuring settings and templates, mapping views with URLs, and running the server to test text, code, and image generators.
Integrating Text Generation11:06
Learn to build a text generation feature by wiring a web form to a backend, send a prompt via a get request, and display OpenAI responses on the page.
Integrating Code generation5:43
Learn to implement code generation by passing a model parameter through the API, handling text and code models, and wiring frontend variables with codex-davinci-002.
Integrating Image Generation7:06
Learn to implement image generation using OpenAI's image API via a Python view function, specify size, and display generated image links on the web UI, with basic debugging tips.

Requirements

Basic knowledge in python programming
Basic knowledge in backend programming with Django in python

Description

Welcome to this course on using the OpenAI API with Python.

In this course, you'll learn how to leverage the power of the OpenAI API to build intelligent applications and projects.

We'll start by introducing you to the basics of the OpenAI API and how it works. You'll learn how to set up your account and obtain an API key, and we'll walk you through the process of making your first API call.

Next, we'll dive into some practical examples of using the OpenAI API with Python.

You'll learn how to do the following;

Audio to text conversion
Make a chatbot
Text generation
Text completion
Text Editing
Code Generation and
Image Generation

Throughout the course, you'll have access to a range of resources and materials, including sample code, exercises, and quizzes to help you reinforce your learning and test your knowledge. You'll also have the opportunity to ask questions and get feedback from the instructor and other students in the course community.

By the end of this course, you'll have a solid foundation in using the OpenAI API with Python and you will be able to create your very own SaaS from scratch.

I hope this gives you a good overview of what you can expect from this course on using the OpenAI API with Python. Whether you're a beginner or an experienced developer, this course is designed to help you learn and master the skills you need to build intelligent applications using the power of the OpenAI API and Python.

Who this course is for:

Python developers wanting to create a SaaS
Python developers that want to leverage the power of AI

Create your own AI Service with ChatGPT and Python

What you'll learn

Explore related topics

Course content

Introduction3 lectures • 20min

Making general use of the API5 lectures • 18min

Creating Text Gen, Code Gen and Image Gen, website5 lectures • 33min

Requirements

Description

Who this course is for: