I have been spending some quality time with
GitHub Copilot and so far it has made me fall out of my chair a couple of times. It
truly is amazing. Thought of writing this post to share some experience, so
whoever hasn't tried it so far, can get amazed like me.
GitHub Copilot is a Pair Programmer, which does way more than auto-completion and it's
completely powered with AI (Artificial Intelligence). I have been using Visual
Studio for a long time, and probably since the day I started, we had IntelliSense which does the basic auto-completion. Then a couple of years back,
Microsoft announced
IntelliCode which is an AI-Assisted tool to suggest the next piece of code based on
where we are, and it was great.
Now GitHub Copilot places things on a whole different level. It basically can write code
based on the comments in Natural Language, can you believe that? So whether
it's a comment, docstring, function name, or the code itself, GitHub Copilot uses those to synthesize code. Currently, it's still in its Technical
Preview stage, and has first-class support for the following programming
languages.
- Python
- JavaScript
- TypeScript
- Ruby
- Java
- Go
Same time it understands dozens of other languages and can help you find your
way around almost anything. I have tried with C#, T-SQL and it's
working super nicely.
As of today, GitHub Copilot is available as an extension for
// Create an Express application
var express = require('express');
// Expose an endpoint
var app = express();
app.get('/', function (req, res) {
res.send('Hello World!');
});
// Expose another endpoint
app.get('/api', function (req, res) {
// Send a response of current time
res.send(new Date());
});
// Run express application
app.listen(3000, function () {
console.log('Listening on port ' + 3000);
});
So how does this work?
First, let's start with a bit of history. It all started with an AI Research
Startup called
OpenAI founded by
Elon Musk
and
Sam Altman. In July 2019, Microsoft partnered up with
OpenAI. In June 2020, OpenAI announced
GPT-3, a
language model trained on trillions of words from the Internet. In June
2021, OpenAI Codex was introduced, a model based on GPT-3 to translate
natural language to code (and vice-versa).
|
|
How GitHub Copilot Works
|
OpenAI Codex was trained on publicly available source code (including code in public repositories on GitHub) and natural language, so it understands both programming and human languages. The
GitHub Copilot editor extension sends our comments and code to the GitHub Copilot service, which then uses OpenAI Codex to synthesize and suggest individual lines and/or whole functions.
The whole
GitHub Copilot experience is beyond words, you have to try it for yourself.
Sign up
with the Technical Program now, you will have to be on the waitlist for some
time, but I would definitely say it's worth the wait, because once you have access, it's going to blow your minds off.
Hope this helps.
Happy Coding.
Regards,
Jaliya