GPT function calling is super useful! But it can be a bit tricky to understand at first. In this video I go through what it is and how you can use it in practice, using simple drawings and practical examples in Javascript.
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@jakegearhart Жыл бұрын
This was an excellent tutorial, I hadn't even thought about using functions to force a structured output but it makes perfect sense.
@henrikkniberg Жыл бұрын
Yeah it took me a while to realize that too!
Жыл бұрын
This is a really smart way to give the AI arbitrary additional abilities without running into all kinds of security, rate limit, runtime etc. limits. You're basically allowing it to run specific things remotely on your computer.
@Ariadne-c6n19 күн бұрын
What an excellent tutorial! The maps are really visible and clear!❤❤
@JuanDebrecen Жыл бұрын
I'm not coder. Will never be probably. Yet I not only enjoyed this awesome tutorial, but actually understood it (at least most of the concept itself :P ) Thanks!
@micheldev79419 ай бұрын
Excellent! This is the best concept overview with 2 real world use cases I came across with. To the point , clear and usable. Thank you
@yanikkendler Жыл бұрын
its so weird to see you upload a super interesting video randomly every few months lol
@henrikkniberg Жыл бұрын
That’s pretty much the story of my youtube channel. Random interesting stuff every few months :)
Жыл бұрын
Quality over quantity!
@PoojaSingh-fd5ng6 ай бұрын
Hi Mr. Henrik, Thank you for digging up the GPT documentation and sharing your insights. This is super great. I’m thinking to explore this capability further with #DSPy. Is it possible for you to share your notebook in the the description. Appreciate your help! With regards, yogi
@caiyongji6 ай бұрын
Yes
@No.ThatPrettyGirl6 ай бұрын
lol and I just happened to stumble upon his channel today for the first time - actually, I stumbled upon his more recent and comprehensive video titled “Generative AI in a Nutshell.”😊
@alexsandergutierrezgoncalves Жыл бұрын
This is very cool, there are many possibilities for creations
@lehuy73063 ай бұрын
I'm 8 months late but this is still incredibly helpful. Thanks!
@alfredpeter24043 ай бұрын
I'm 8 months and 4 days late, and I totally agree with you!
@dklearning22473 ай бұрын
I’m 8 months and 8 and 8 days late, but indeed it very good
@jeffnelson40546 ай бұрын
Nice work, Henrik. I think your career pivot with GAI is inspiring. Thank you!
@JoeGlines-Automator9 ай бұрын
Excellent tutorial! Very well organized and clear! Your diagrams, explaining what is happening, really helped me understand the goals! Great job!
@ralfgustav9822 ай бұрын
How did I only learn about this today. This is insanely cool.
@HazemAzimАй бұрын
perhaps the best tutorial on the mysterious and ill-explained OpenAI function calling. Thank you
@ts757arseАй бұрын
Agreed. I've wanted to use these and found it very difficult to understand. It's really a very clever merging of the contextual "intelligence" or an LLM and the rigid structure and application of programming. I think the difficulty in understanding for me came from that clash.
@jpbeaudry88784 ай бұрын
The image at 1:40 alone can replace reams of docs. Well done.
@JOHNSMITH-ve3rq9 ай бұрын
You are good. Really clear presentation. Thanks.
@VitaminVS6 ай бұрын
Big fan of of your presentation skills ❤
@Code.J Жыл бұрын
Great stuff! Thanks for sharing. I learned a lot from the way you explained it :D
@RohitSharma-to7yy6 ай бұрын
Great tutorial. Easy to follow and very intuitive. Thanks a lot
@salesgurupro11 ай бұрын
This is amazing. Thanks for sharing. The whiteboard really helps visualize and understand things far more easily :)
@GregDolan4 ай бұрын
Great tutorial, I'd really enjoy more of these 🙏
@anazi6 ай бұрын
Subscribed 🎉🎉🎉 Best one who explained GPT functions
@yassinebelmamoun97275 ай бұрын
I'd gladly pay for more content like this! Your explanations are elegant, simple, smart, and easy to grasp. Thanks for sharing - looking forward to seeing more!
@Our__Earth2 ай бұрын
Henrik what tool are you using here for the drawing and communication? Very nicely done.
@dariusdbbowser63298 ай бұрын
This is excellent and exactly what I was looking for. A way to run a function using GPT, but my implementation will be server-side and the function will call code from a blockchain and return that data ti GPT. I was looking for a solution that wouldn't involve me having to use Python.
@honestiguana9 ай бұрын
Thank you very much, I finally understood what functions do and how they work. One more sub!
@henrikkniberg9 ай бұрын
Glad to help :)
@user-wr4yl7tx3w9 ай бұрын
best explanation so far
@UgurMahirOzkaya9 ай бұрын
Sir this video is great! thanks for sharing knowledge. have a great day
@eternalevanescence Жыл бұрын
Neat
@imnbsp2 ай бұрын
I had kinda understood function calling up to some point but this cleared up a few more things for me and I can see a lot farther away now 😂 Thanks 👍
@servicesfromistanbul2 ай бұрын
You are the best
@WenRolland3 ай бұрын
Great tutorial, thanks!
@czyngishan7 ай бұрын
Henirk, it's a great tutorial. Hope more will come ;)
@lamacap7 ай бұрын
Thanks! This video was super useful.
@anazi6 ай бұрын
I just wish you shared the code. Its easier to follow along and go back to it. But really thank you for the great video and useful content.
@nick82926 ай бұрын
Really good. Thank you.
@ryangross68865 ай бұрын
How do I like this video twice!?!?
@jonnysaxon15 күн бұрын
Very new to this but how did the gpt know which were the largest 3 cities when reporting on the weather?
@ilichpadilla24484 ай бұрын
Great video 👌
@nathandesign987 ай бұрын
Very clear tutorial, thank you. Is the example code shared?
@xiaomiwu473411 ай бұрын
Learn a lot, thanks!
@SuikaGameplay8 ай бұрын
Great vid! Which tool did you use to create the schema? I tried some web tools and the schema didnt look quite the same as your examples. Not sure how crucial that is.
@7509whynotresist3 ай бұрын
loved the way you explain and articulate
@moeinhasani87185 ай бұрын
great video, just one suggestion it would b nice if you share a link to the code so afterwards we can have a look at it.
@TennisFedable5 ай бұрын
This is so cool - how do you make these animated diagrams?
@bingolio7 ай бұрын
Excellent
@marka52156 ай бұрын
That was very helpful. Thank you. I take it that the setLanguages() funciton is specific to OpenAI/GPT4... is that right? If so, how would you approach this with local models?
@grossteilfahrer11 ай бұрын
So, we will write the function "google search " and let it loop for a while to allow the model to learn whatever it needs and boom, we're out of the sandbox?
@honestiguana9 ай бұрын
Makes sense, but you'd have a lot of trouble parsing all the results to feed them to ChatGPT until it thinks it has enough information.
@grossteilfahrer9 ай бұрын
@@honestiguana Hard but likely not impossible. What if we use Chatgpt itself to parse the results with some clever trick?
@AIonRails9 ай бұрын
ChatGPT bing search is working in same way. They just bing your request, grab X first pages, put it in context trying to answer your question using data there know and bing provided in context.
@AIonRails9 ай бұрын
@@honestiguana I think, we didn't need to provide all results, search engines is good enough. Just grab first 50 pages by your request and put it to context. Most complex task is to exclude information we need, and GPT can do it
@ilanlee30255 ай бұрын
Great video thank you. Subscribed
@federicoramos6 ай бұрын
Thank you!
@leesmith54205 ай бұрын
Is there any way to specify a few functions that OpenAI can use? For example, I want to create a quiz and have 3 formats that a question can be. 1. multi-choice with 4 possible answers 2. yes/no with 2 possible answers. 3. simple question with an input for the answer I want to allow OpenAI to choose which type of function to use but always use a function (so that we always get a structured response).
@voyageruk20024 ай бұрын
GPT can now browse the internet, how does this change the use of function calling? Can we ask it to browse the web using the API?
@yaasirkhalid9 ай бұрын
In the video you said there are tools to generate the function spec? can you suggest some, or I can ask ChatGPT to generate the spec for me. Again, really helpful tutorial and use cases
@henrikkniberg9 ай бұрын
I usually ask gpt to generate it.
@xspydazx3 ай бұрын
in a nutshell !! >>>> How s function calling ACTUALLY working!!! >>>> its using jupiter notebooks! executing a single cell ... so open interpreter etc is using these jupyter notebook clinet to create your funciton executor wrapper! ... the rest is instrutor(slower) and response parsing....
@ekkamailax5 ай бұрын
Is this deterministic and reliable? Can you rely on GPT to always call the correct function, pass the correct parameters, and interpret the function results accurately? If not, how is it possible to build a customer facing application with these risks? Appreciate your insight.
@gingerdude10106 ай бұрын
Hello Henrik, great tutorial! I added a function for a 5-day weather forecast too. However, I'm encountering issues when querying high and low temperatures for the next day. The responses often contain errors, it looks at incorrect dates or temperature readings. I've tried both GPT-4 and GPT-4-0125-preview, but the issue persists. I suspect the complexity of the JSON from OpenWeatherMap might be overwhelming for the AI to parse accurately. My next step might be to pre-process the data, simplifying it and including the high and low temperatures. I had hoped GPT-4 would handle such data more capably. Any suggestions or insights on this?
@gingerdude10106 ай бұрын
For anyone curious, I used chatgpt to simplify the data representation returned back from openweathermap, as it stood it was too complex for even gpt4 to reliably parse. Making a simpler representation with clearly labelled fields fixed this. I also preprocessed data calculating max and min temps.
@AlexandreCastanet5 ай бұрын
Thanks
@SogMosee9 ай бұрын
What is reflection and how can it be used in the way you suggested?
@amasonofnewreno10609 ай бұрын
funnily for the 2 cities weather problem, you could just call getWeather with 2 cities, right? without the loop
@cmcdonough23 ай бұрын
This is wild.
@xiaomiwu473411 ай бұрын
Suggest to provide corresponding reference codes to learn better. Thanks!
@henrikkniberg11 ай бұрын
Good tip. Thanks! Will do so next time.
@caiyongji6 ай бұрын
Anyone knows what’s the whiteboard author using
@allpal307710 ай бұрын
What app do you use to create those cartoon graphics?
@MikeRhodesIdeas9 ай бұрын
@henrikkniberg would you consider sharing the code for this? I kinda mostly get it.. but now need to play with it to really grok it. also you're one of the few people I've seen doing this in JS & not python. As a non-dev this is great, as I can (sort of) read JS & with gpt4 and copilot I've been able to create some useful stuff.. python though still eludes me! thanks in advance.
@AutoMato-AI-Content5 ай бұрын
Curious, its been almost a year now, does anyone use gpt function calling?
@alexgordon9512 күн бұрын
Not another weather function
@debashishbramha6 ай бұрын
Great Henrik, Can you recomend some Book about "Prompt Engineering" ?I have given this request to you in Linkedin.Rgds,Brahma from India.
@luisfernandopinto563210 ай бұрын
Very good video, but the free chat GPT 3.5 don't know about the existence of the openAI package, he just give code using the Rest methods to the API :(, the source code could save some time
@honestiguana9 ай бұрын
If you're still not a paying customer, you're not serious about coding with ChatGPT, and might be missing a lot of interesting features.