GitHub Copilot Just Changed the Game
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- เผยแพร่เมื่อ 16 มิ.ย. 2024
- GitHub Copilot Chat is a new AI extension of GitHub Copilot. Curious about how it can revolutionize your development process? Join me as I share my experience and talk about how AI tools have transformed my workflow.
Taipy ➡️ github.com/avaiga/taipy.
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👀 Code reviewers:
- Yoriz
- Ryan Laursen
- Dale Hagglund
🎥 Video edited by Mark Bacskai: / bacskaimark
🔖 Chapters:
0:00 Intro
1:22 Taipy (sponsored)
3:09 Installing GitHub Copilot
3:55 How to use GitHub Copilot
9:43 Using GitHub Copilot to generate unit tests
10:58 Copilot vs ChatGPT
11:50 GitHub Copilot Chat
15:31 How Copilot Chat could be even better
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Feels like the right time for Microsoft to resurrect Clippy.
"Hi! It looks like you're trying to write a class. I can help."
"Hi, why don't you head down the pub, I've got this" ... now that's a Clippy I'd want on my machine.
Clippyyyyyyyyyy!
Looks like Microsoft needs to go recruit elsewhere.
@@andyk2181 That's the AI future we all deserve.
I've always wanted "Clippy: but good"
I have been giving it a try during the weekend and it has blown my mind! It helped me write the basis of a program in a couple of hours, when it would take me days to write it without it.
It's amazing!
Now that I have had a chance to play with Github Copilot X for a couple of weeks, this video best summarizes how to use it effectively. Subscribed and liked!
Thank you!
To replace the person class with the generated dataclass, simply select the person class in the editor and use insert at cursor. This will replace the selected text with the generated code. By selecting code in the editor you can also restrict the questions and actions to the selected part. It is also very good at adding docstrings to existing code. For a specific docstring format, just give an example on a method or function.
It looks like in the latest version you can also simply ask it to fix the code and it will do it in place. By right clicking the selected code and opening the chat box that way.
looking through different videos on how copilot works yours is the only one that covers the Ctrl + Enter function to find different solutions thank you for convering everything!
Woah, this video is fresh. 5 minutes ago fresh.
Fresh like Arjan.
Gotta love the new video smell!
Nice demonstration and walk-thru. This came in handy for me. I like the hover for suggestions and chat integration. It's fun using Co-Pilot.
the control right arrow shortcut is so nice. been using for a while and had no ideax). ive found that if you ignore longer suggestions once or twice it starts suggesting line by line. but this is much better lol, ty.
The possibilities are really interesting, when you think about letting the model ingest your whole project. It could do better security and code-smell detection than current static analyzers. Maybe ask it to simplify the architecture.
It was shown creating unit tests to verify existing code, but I'd like it to be able to write tests first. I wonder if it can do that already.
Really exciting stuff. Thanks
Where I live we typically call it a "grilled cheese" not molten cheese - but you nearly passed the Turing test, so nice work.
BTW Copilot chat can replace code in the editor. Select a portion of the code in the editor, then press Ctrl+I (uppercase i) and ask it to do something with the code. Alternatively, just place your cursor in a function and press Ctrl+I, it will do the same thing. Shortcut is for windows, I'm assuming it's Cmd+I on mac, but could be wrong
quite informative arjan. thanks a bunch.
Glad you liked it
This is nice. I have used ChatGPT, but not this. Have you tried using this in a team situation?
I am also curious as to whether there is a way to use copilot from a private company/team/project perspective where you can define libraries, rules, etc. that can be applied through it.
Hi Arjan, as always fantastic video. Do you know about any ideas for a “pure terminal” editor which replicates some similar features you showed?
The options seem endles. Have been using chatGPT for a while when coding. Found it really helpful when learning and generating functions. Have noted it makes a lot of coding mistakes when it needs to write multiple functions that need to work together, especially when using newer packages or frameworks. The new ms copilot demo they showed looked really helpful, especially in explaining existing code and generating test casus. Very eager to see where it will take us and how it will change our work
great content! ive got same setup and it is fantastic! so much time saved!
Awesome, thanks!
I want to use this now!!!
Overflooded is the exact point. And I am AI machine learning engineer.
Yeah , definitely feels like everyday I have to swim higher…
Over flooded? Don't be modest! It's been like a bloody tornado, tsunami and a volcanic eruption rolled into corona virus.
Good for you. Do you want a cookie?
Machine learning engineer is easy role nothing to brag
There's also the Copilot Labs extension which is pretty useful
Taipy looks like a good potential gradio replacement
does it know about other files if they are open? could it eventually.. aah yes it would be cool. knowledge of your code base, even if you have to name scripts by path, will be an absolute game changer. (e.g. naming dependencies directly in the prompt). and promote clean structure. The same way it already promotes pretty tight and explicitely named functions / methods. ty.
Arjan, being the legend that he is, even makes fascinating ads. First time I rewinded an ad I think.
Though I have to add (before I delve into the rest of the video), as a student, I've had Copilot for months now, and I have to say it is remarkably poor. It pretty much functions as a glorified text completor, which has its own uses, but does not have many pseudo-cognitive capacities, unlike GPT-4, which I found worth paying for even in its current stage.
Let's see from the rest of the video Copilot changed and we have exciting new features!
I've been using the insider preview with copilot and it's been great. Have had access for a few months now. I pay mo nthly for chatgpt plus and paid a year upfront for copilot. I only have to go to chatgpt now a few times a week when copilot fails, and I need chatgpt 4.
Software Architecture Course, im in!!
tip:
paste a whole json schema, add some comments and imports and it would generate serialization code, http schema and what not
Great video, Arjan. Just curious if all the suggestions come from locally executed code or if my code base is getting exposed to external parties by using this. I just want to be careful with proprietary code.
Of course it is getting exposed to third parties. You're training copilot and giving Microsoft free training while paying for it.
Thanks!) That was very helpfull.
Glad to hear that!
One step closer to downloading knowledge into my brain.
i love the idea of co-pilot. But, but as it is an API call essentially, how does it take care of data and code privacy?? Especially with enterprise code.
I'm going to use this as it'll save me lots of personal time
Thanks for the intro ! I am going to try the combi. BTW As a Dutch man, always sounds familiar/home if someone else speaks with a Dutch accent... ;-) Nice interior design BTW (or is that also AI generated? 😛)
If we view this as an efficiency gain for the human species this is pretty significant for solving the big issues ie medical research or climate change. It frees up resources and multiplies the efforts of those left in the sector.
Another great video. What vs code theme are you using though?
That's the new dark theme, I think. It comes with vscode.
Unless you meant his syntax highlighting, which is some Atom-like theme, I think
Arjan, what keyboard are you using? (I'm becoming a mechanical keyboard geek-- help!)
Would be great if it had knowledge of the entire project code base.
The work of the whole team can be done by a single guy
Tip for the next videos: Cmd-I opens an inline chat prompt for directly modifying code.
I would like a feature to meassure my performance and to tell me when to take a break :D
It looks like it can replace code now in the latest version. if you right click the code and open the chat box you can ask it to just fix it in place.
You could have typed your prompt to request the chat to give you a power shell command to creat the project you where asking for and then run it to create your files.
Topic suggestion: How to avoid/solve the dependency hell problem in Python?
Cool video
Thank you!
Copilot is AMAZING. And is based on some seriously old LLM models by today's standards.
I cannot wait for Copilot X to hit public release.
Same here! :)
@@ArjanCodes I am in the beta and prefered the 'genie extension' + open ai gpt-4 api over Copilot X
@@DarkIncred how you can use the gpt-4 api? i only could use 3.5 but even i got the subscription.
@@danielgalli6760probably bought it before, I did and I can use the api of 4. Maybe they didn’t remove 4 access for those who already paid
The danger (for want of a better word) to developers isn't in AI writing code for a specific application - it is in it writing a no-code solution that finally doesn't suck, and achieving what no-code promised for real.
Programming is basically about writing accurate enough description of the project you want. The no-code movement pretends that you don't need to write the description. Imagine any complex task: if you were to explain to another developer what you want, would you want to use mouse and click icons or write a description using some language (be it English, Python or C++)?
The need for the *communication* is not going to go away no matter how much you want to use no-code movement. Currently programming languages are used because programming languages allow for *accurate communication* unlike e.g. English which is good for hand-wavy stuff.
Can you load a custom instance into that "co-pilot" seat? (A built in one cause I'm a smooth brain boy). I was hoping to try and feed one some of my data to give it context, idk. It's all so cool, so.much to learn
ah! U'r helpful ! thanks! I'm looking for an AI for my pc software!
The only problem I see with the interacting/creating projects suggestion is that you do not know what really is ChatGPT installing. Maybe it installs a deprecated version with some public known vulnerability. Maybe it brokes your system when installing some dependencies and so on.
So, at the end, you are leaving your system configuration to a black box. Which I do not know if is the best option to be honest
What about privacy? Does copilot send your code to ms for suggestions or is it done on-device?
But i like too point out its the Codex model, i asked the Support about that. Output is way too fast for being GPT-4 because on Openai itself it isnt that fast
you need to mod you keybord so it will not be so clicky, you can use tape on the back mechinism
Would be nice if it had a way to read your complete code, and suggest improvements
Great video. Can you compare taipy and streamlit?
Streamlit is great for prototypes. However, it doesn't scale and large applications cannot be built with Streamlit. Taipy is aimed to create from pilots to complete applications easily (multi-page, multi-user). It provides a robust built-in pipeline and data management system for this design that can be used or not depending on the use case
This is niiiiiiiice.
Would be interested in your views:
How do new programmers learn to program properly with tools like these available? Or do they no longer need to?
A saw is useless without practical knowledge of carpentry, and more importantly an idea of what to make and why to make it.
@@paulembleton1733 So is AI the saw, or is AI becoming the carpentry...? 😉
I mean, one could have said something similar about - say - assemblers and machine language some fifty years ago. Yet what fraction of programmers is familiar with assembly nowadays?
(To be frank, I share the sentiment, but a new generation of upcoming programmers doesn't, it seems.)
@@landsgevaer i have been using ChatGPT Plus quite extensively, and I can confidently say (for now) it is the saw, not the carpentry. When you work on complex codes (and you always do, if this is your full time job), it's impossible to just generate codes that you want without slicing down the prompts to smaller and very specific prompts. Sometimes you even need to tell it which exact functions and logics it needs to use, rather than telling it what you want to achieve.
It's not a magic bullet. It's the same with when code interpreter came out the first time, people say it will replace data analysts, which is not true at all, since data analysts always work with crazy rows of data with complex patterns to clean and transform, and code interpreter cannot do all those jobs without you breaking up your data to (again) smaller data files and prompts.
If there's anybody who benefit the most from GPT-4, it is the junior level devs, as they can work as fast as the middle level devs now
Bit late to the party, but here. I'm learning python from chatgpt. It's amazing, you can jump right to how code actual works instead of where the colons and commas go. It brings a whole lot of fun and new programmers will likely benefit most from ai tools.
What would really bring a benefit would be could generation out of feature tests.
I think the other way around makes no difference.
Does this work with large codebases?
I’m not sure if TH-cam is a good recipient for a copilot wish list 😊
One of my go to channels for python and coding. as a relative newcomer to python very helpful channel. What are your thoughts comparing packages like streamlit or gradio to build web apps vs taipy? I haven't had much time to learn either of these and I'd like to focus one to get more comfortable with one. I'm focused on building front ends for LLMs. thanks again!
Streamlit is great for prototypes. However, it doesn't scale and large applications cannot be built with Streamlit. Taipy is aimed to create from pilots to complete applications easily (multi-page, multi-user). It provides a robust built-in pipeline and data management system for this design that can be used or not depending on the use case. You can certainly use Taipy to build frontend for LLM
@@xgodwhitex thanks kindly for that. please post any tutorials you may have encountered. Cheers!
Thank you for creating this insightful video on GitHub Copilot! It's incredible to see how this AI-powered tool is revolutionizing the coding experience by providing intelligent code suggestions. Your explanations and demonstrations were clear and easy to follow, making it even more exciting to explore the possibilities with Copilot. Keep up the great work!
Hi all, I'd invite you to take a look on the VSCode extension I'm proposing, I'll be having some very interesting features coming soon!
Can you talk about your option of the lawsuit against copilot
These generated codes tends to alter younger devs mind because they will unaware that they have been guided and think that the solution are optimal while most of the time we still spend a lot of time checking if the codes are valid or solid and yeah correcting it or simply adapting it to our needs.
Nothing is magical its just provides us with quick prototyping but none of it are able to magically solves problems at once 😂
Good & interesting point. I think a solution would be in that such tools should also be used to connect developers to each other, e.g. automatically setting up a competition between devs to find the most efficient solution to programming problem X and feeding that knowledge back into the system/the AI to do subsequent updates to everyone's code that had an inferior prior solution to X. Hybrid human-artificial intelligence rules... ;-)
Wouldn't a cloud based AI being able to access all project files and therefore your disk not be a security risk?
I am eager to have the IP Problems solved. I am working in a Bigger Company and I cannot feed it with IP Protected data yet.
I actually am very matlab focussed on my work and will have to figure out how to combine these two Worlds 😅
There is an enterprise license
@@mikaeltulldahl yes but that is not the question. Do have IP on code done from copilot for me? Does Copilot use code I appload for others? Does Copilot use prohibited or IP protected training data? Those questions need to be answered.
Ah yes, just let the AI have unfettered access to the OS! What could go wrong?
Can't wait for it to rm -rf my whole drive.
For a small fee, another AI will then be happy to restore your files for you.
AI doesn't exist.
It should have said,
"The Dark Mode Exposes Bugs" 😂😂😂
I use genie now, it basicly does the same.
You can highlight the code in editor > right click > Copilot > Start code chat > type the instructions eg: add comments.
OR simply press command I after highlighting.
Very helpful to read the new code base or add typehint. It can also convert from one language to another, eg: you find some code in Python, highlight and instruct it to give ts version
Its not AI its just advanced Machine Learning but given that label for the Normies and yes I do know what I'm talking about.
I personally don’t like using copilot since the auto complete is limiting my thinking. But I do use chatGPT when necessary.
The new releases of AI and new model propositions make me depressed. I feel so far behind, even though I also feel like I have all the time in the world to learn and research my own ideas.
A developer is still required to ask the questions.
Just a warning to all, you guys are training the AI with your data. Dont allow them to do this and dont allow YTers to lead you down this path.
I hate it so much my work has blocked all AI tools :(
There is no free version at least to get used to. Come on !
I think using a copilot to generate unit tests is a terrible thing. You're just asking the copilot to test itself.
thats why you use chatgpt for writing tests for copilots code
You mean, almost like a programmer may write tests to test his/her own code...?
Yep, terrible idea.
😉
Don't lie, you came up with that joke didn't you? 😂
this could be a short
Useful tool, but granting the ability to create, modify and delete files directly the local file system is a *terrible* idea.
So far I enjoyed probably all videos, looking forward to it every week. Unfortunately you now have decided to add such a significant amount of sponsored content. So for the first time, thumbs down on this one.
You failed to mention some of the legal implications of using copilot. These tools are known to reproduce existing code-bases verbatim and some opensource projects actually have guidelines in place that bar contributors from submitting code created using them.
For small code snippets this may be fine, but having these tools generate large code-bases can really be problematic and can potentially violate all kinds of copyrighted content.
I wish Microsoft/Github would be more transparent about which code is being used to train these models. Ideally only permissively licensed code is used and not just everything they can get their hands on.
I cannot buy, it is forcing to try 1 months. We have economic inflation. After 1 months, everything will change
You'a losing a lot of kg, good look but slow down bro
Thank you...., believe ML is not only having your lunch, smiling all the way to the bank....(that's big corporations revenue streams are certainly upwards trajectory in whatever their desired factor...) good luck for start up and sms..unless your a silver spoon kid, not going to survive out there....future looks bleak for most average Joe's and their families than progress.....however good luck though for all of you out there!!!!.
anyone who has to write boilerplate BS like that for a job should seriously reconsider some life choices. if chatgpt is useful to you there is a strong possibility what you are working on is NOT INTERESTING. nothing wrong with cleaning the toilets but don't come crying when life renders you obsolete tomorrow.