This was an excellent tutorial, I hadn't even thought about using functions to force a structured output but it makes perfect sense.

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

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.

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 👍

Excellent tutorial! Very well organized and clear! Your diagrams, explaining what is happening, really helped me understand the goals! Great job!

Nice work, Henrik. I think your career pivot with GAI is inspiring. Thank you!

You are good. Really clear presentation. Thanks.

Subscribed 🎉🎉🎉 Best one who explained GPT functions

Great stuff! Thanks for sharing. I learned a lot from the way you explained it :D

Great tutorial. Easy to follow and very intuitive. Thanks a lot

Big fan of of your presentation skills ❤

This is amazing. Thanks for sharing. The whiteboard really helps visualize and understand things far more easily :)

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!

Great tutorial, I'd really enjoy more of these 🙏

I'm 8 months late but this is still incredibly helpful. Thanks!

This is very cool, there are many possibilities for creations

Thanks a lot for the explanation. You explain things very well, please continue creating more such videos especially topics revolving around generative AI, Neural networks and more

Sir this video is great! thanks for sharing knowledge. have a great day

best explanation so far

its so weird to see you upload a super interesting video randomly every few months lol

Thank you very much, I finally understood what functions do and how they work. One more sub!

The image at 1:40 alone can replace reams of docs. Well done.

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.

How did I only learn about this today. This is insanely cool.

Thanks! This video was super useful.

Great tutorial, thanks!

Learn a lot, thanks!

Really good. Thank you.

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.

Henirk, it's a great tutorial. Hope more will come ;)

Great video 👌

Very clear tutorial, thank you. Is the example code shared?

Henrik what tool are you using here for the drawing and communication? Very nicely done.

Great video thank you. Subscribed

Excellent

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!

Thank you!

loved the way you explain and articulate

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?

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.

This is so cool - how do you make these animated diagrams?

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.

How do I like this video twice!?!?

Thanks

Neat

What is reflection and how can it be used in the way you suggested?

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?

What app do you use to create those cartoon graphics?

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

@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.

Suggest to provide corresponding reference codes to learn better. Thanks!

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).

funnily for the 2 cities weather problem, you could just call getWeather with 2 cities, right? without the loop

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?

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.

Anyone knows what’s the whiteboard author using

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

This is wild.

Great Henrik, Can you recomend some Book about "Prompt Engineering" ?I have given this request to you in Linkedin.Rgds,Brahma from India.

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?

Curious, its been almost a year now, does anyone use gpt function calling?

Omg 😳

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....

Neat

Neat

Neat

Neat