To use OpenAI's web API, you can:

1. Directly make HTTP requests;
2. Use a client written in PHP that will significantly simplify your journey.

Option #2 is precisely what we're going to do thanks to the Open AI PHP client written by Mantas Smilinskas, Nuno Maduro, and Sandro Gehri.

The goal will be to extract unstructured data from a job offer, which is something only AI can do (besides humans). With courage and perseverance, it could lead to an entirely automated jobs board for instance!

What is AI (Artificial Intelligence)?

Artificial intelligence (or AI for short) involves using computers to do things that would generally need human intelligence to get done.

This means creating algorithms (or sets of rules) to sort, study, and draw predictions from data.

Just like a tiny human child growing up into a smarter adult, AI systems "learn" by increasing their experience and processing more information.

What is OpenAI?

OpenAI is a research company that is focused on AI and machine learning.

The company was founded by several people, including Jack Hughes (one of the co-founders of Akamai Technologies) and Elon Musk (the founder of Tesla, SpaceX, and several other startups).

OpenAI's goal is to "advance digital intelligence in the way that is most likely to benefit humanity as a whole."

And the best of all? They make it easy for us to use their GPT-3 models in our projects. I will show you how.

The OpenAI API

The OpenAI API can be used to work with their GPT-3 models for tasks involving natural language processing and generation (in over 26 different languages!), as well as code understanding and generation. Each model have their specificity and cost.

I must tell you first, though: the OpenAI API isn't free! Here are their pricings depending on the model.

But who cares? They recently lowered their prices, and you can start with $18 of free credit for three months. After that, it's incredibly cheap as long as you use it for testing purposes.

I recommend you to get up to speed by playing with GPT-3 using OpenAI's playground. Create an account, mess in the playground, and join me for the next step!

Services using the OpenAI GPT-3 API

The services below make millions of dollars{:.font-bold} using the exact same API demoed in this tutorial. Take inspiration from them, they'll give you a lot of ideas. 👍

What The Diff

What The Diff is an insanely creative use of the GPT-3 model that will save time to thousands of developers.

As you may know, GPT-3 understands code in addition to human language. What The Diff integrates to GitHub and creates a summary of pull requests to help the reviewing developer get a big head start.

Start for free{:.font-bold}, no credit card required{:.btn-green}

Copy.ai

Copy.ai is a GPT-3 based service made to help content creators (like bloggers) write faster.

Some people like to create websites only with AI generated content (which can be a lucrative business if Google doesn't catch you) and some people like me use them to help with the blank page syndrome.

Honestly, I can't live without one of these tools anymore.

Get a free account with 2,000 words per month{:.font-bold}, no credit card required{:.btn-green}

Jasper (formerly Jarvis)

Jasper is basically the same thing as Copy.ai, in a different form. In my opinion, Copy.ai is the best. But if you're seriously looking to use an AI, I'd recommend you to test both and make your own opinion.

Get started for free with 10,000 credits + 10,000 bonus credits{:.font-bold}{:.btn-green}

Tweet Hunter

Tweet Hunter is a crazy good idea that will make you a rock star on Twitter.

It allows you to browse successful tweets and rewrite them thanks to the power of GPT-3 to maximize your chances of generating engagement.

But there's more and it's free to try!

Try it for free{:.font-bold}, cancel any time{:.btn-green}

How to use the OpenAI API PHP client

The best way to learn is to build.

When I started playing with OpenAI, I tried to make an automated job offers aggregator powered by AI.

For this tutorial, we'll make a basic version of it where we extract unstructured data from a given job offer.

Installation

First, create a bare-minimum PHP project:

mkdir openai-test
cd openai-test
touch index.php

Next, install the OpenAI client:

composer require openai-php/client

Then, open the project in your favorite code editor and copy and paste this snippet:

<?php

require 'vendor/autoload.php';

$client = OpenAI::client('YOUR_API_KEY');

You can generate your own API key here..

Usage

1. We need to copy and paste text from a job offer. It doesn't matter which one. (In the initial project, the crawler did it for me, but we need to keep this tutorial as simple as possible.)
2. We give instructions to the GPT-3 model: "Extract the requirements for this job offer as a list.";
3. Then, we call the API using PHP, which is way more convenient than manually making HTTP requests.

$prompt = <<<TEXT
Extract the requirements for this job offer as a list.

"We are seeking a PHP web developer to join our team. The ideal candidate will have experience with PHP, MySQL, HTML, CSS, and JavaScript. They will be responsible for developing and managing web applications and working with a team of developers to create high-quality and innovative software. The salary for this position is negotiable and will be based on experience."
TEXT;

$result = $client->completions()->create([
 'model' => 'text-davinci-002', // The most expensive one, but the best.
 'prompt' => $prompt,
]);

echo $result['choices'][0]['text'];

Run this code, and it will output:

- PHP
- MySQL
- HTML
- CSS
- JavaScript

But you can ask all kind of questions as well. Here's another example:

$prompt = <<<TEXT
Extract the salary from this job offer.

"We are seeking a PHP web developer to join our team. The ideal candidate will have experience with PHP, MySQL, HTML, CSS, and JavaScript. They will be responsible for developing and managing web applications and working with a team of developers to create high-quality and innovative software. The salary for this position is negotiable and will be based on experience."
TEXT;

$result = $client->completions()->create([
 'model' => 'text-davinci-002',
 'prompt' => $prompt,
 'max_tokens' => 50, // A token is a basically a word.
]);

The AI will give you this:

The salary for this position is negotiable and will be based on experience.

Now, imagine what you could do. Store this in a database, aggregate the job offers on a website and help thousands of developers!

You could have an entirely automated project. And lazy people like me know these are the best kind of projects!

GPT-3 is the basis for a variety of great products such as GitHub Copilot, Copy.ai, Jasper, Tweet Hunter, and many more.

Your imagination is the limit. I hope you will create something unique thanks to the power of AI!

Learn more about the OpenAI API and the OpenAI PHP client on GitHub.