WEBVTT 00:00.090 --> 00:02.820 -: Hey, let me walk you through the GPT store. 00:02.820 --> 00:05.730 So now I'll walk you through how to build a custom GPT 00:05.730 --> 00:08.970 and why you might want to do that, as well as 00:08.970 --> 00:10.500 what the benefits are for doing it. 00:10.500 --> 00:15.500 So GPTs is the app store essentially, but for AI. 00:15.510 --> 00:17.490 So OpenAI has been trying to get more 00:17.490 --> 00:19.260 and more people to build these 00:19.260 --> 00:21.000 and you have some really big names that are built, 00:21.000 --> 00:22.380 stuff like Canva, 00:22.380 --> 00:25.650 and then you have some of the official ones by ChatGPT, 00:25.650 --> 00:29.610 like there's the Dall-E, the data analyst one, et cetera. 00:29.610 --> 00:32.093 But then there's a lot that other people have made, 00:32.093 --> 00:34.740 as you can have a look through these. 00:34.740 --> 00:36.890 One particularly interesting one is Grimoire, which is one 00:36.890 --> 00:40.860 of the popular ones that wasn't built by the ChatGPT team. 00:40.860 --> 00:42.720 It's supposed to be really good for programming. 00:42.720 --> 00:44.370 You can click into any of these, 00:44.370 --> 00:47.460 like if we specifically wanted to see this, we can see 00:47.460 --> 00:50.340 how many conversations it's had and the ratings. 00:50.340 --> 00:52.200 You can click start chat. 00:52.200 --> 00:53.057 You can say, yeah, here we go. 00:53.057 --> 00:55.443 I want to create my first chat. 00:56.820 --> 01:01.410 And what it does is it has a bunch of different things 01:01.410 --> 01:03.540 that it can do in the background. 01:03.540 --> 01:06.420 Basically anything ChatGPT can do, it can do too, 01:06.420 --> 01:11.420 but it gives the creator full control over the custom 01:11.730 --> 01:14.010 prompts that it uses in the background. 01:14.010 --> 01:16.800 It can also write code, it can generate images, 01:16.800 --> 01:19.680 it can take in images as well for vision, 01:19.680 --> 01:24.480 but it can do some cool stuff with function calling as well. 01:24.480 --> 01:28.050 I'm gonna show you an example there, so you can see 01:28.050 --> 01:30.000 that this guy is coded up and away. 01:30.000 --> 01:31.980 It's gonna start with, you know, 01:31.980 --> 01:34.260 I guess a bit more of information. 01:34.260 --> 01:36.960 It's sort of things that you wouldn't normally get from 01:36.960 --> 01:39.720 ChatGPT or one of the things he's implemented here is he is 01:39.720 --> 01:41.520 told it to always use hotkeys 01:41.520 --> 01:46.440 and then to do what the user says, if you do, 01:46.440 --> 01:48.810 if it does get a responses, N right, 01:48.810 --> 01:51.540 it's he's recommending different tools like Netlify, 01:51.540 --> 01:54.870 et cetera, and then giving you next steps. 01:54.870 --> 01:58.620 Cool, so that is an example of a GPT. 01:58.620 --> 02:03.014 Now I built a GPT, which is JokeGPT, 02:03.014 --> 02:05.370 trying to get it to tell funny jokes. 02:05.370 --> 02:07.470 So I'll show you an example of that. 02:07.470 --> 02:08.740 Just click tell me a joke 02:11.160 --> 02:12.900 and you can see it starting an action. 02:12.900 --> 02:14.970 I'll explain why it does that later. 02:14.970 --> 02:17.310 This is actually one issue that I have 02:17.310 --> 02:19.890 for GTS in general, but here we go. 02:19.890 --> 02:22.320 Let's see how it does with the joke. 02:22.320 --> 02:25.200 Man dating nowadays is trying to download a movie in 1999, 02:25.200 --> 02:26.490 you wait forever, it's never what was 02:26.490 --> 02:28.110 advertised and you end up with a virus. 02:28.110 --> 02:30.600 Okay, so that is not the sort of joke 02:30.600 --> 02:33.270 that you normally get from ChatGPT. 02:33.270 --> 02:37.590 So just to say here, tell me a joke. 02:37.590 --> 02:40.050 It's pretty bad at jokes, right? 02:40.050 --> 02:43.050 Like it doesn't want to tell anything interesting. 02:43.050 --> 02:44.760 Actually you can see they're probably doing some prompt 02:44.760 --> 02:45.930 prewriting in the background. 02:45.930 --> 02:48.150 Here's a lighthearted joke for you, okay? 02:48.150 --> 02:49.740 This is one of the favorites, right? 02:49.740 --> 02:51.660 Why don't scientists trust atoms? 02:51.660 --> 02:53.010 Because they make up everything. 02:53.010 --> 02:56.970 If you ask ChatGPT to tell me a joke a hundred times, 02:56.970 --> 02:58.500 I think something like 02:58.500 --> 03:02.040 90% of the jokes will be one of 25 jokes. 03:02.040 --> 03:05.250 And this is actually the most popular one that it tells. 03:05.250 --> 03:07.260 So I wanted to get it to tell better jokes 03:07.260 --> 03:09.420 and also I wanted to be able to tell jokes 03:09.420 --> 03:12.210 that like are actually funny and not PC 03:12.210 --> 03:14.510 and in the style of different comedians as well. 03:14.510 --> 03:17.410 So tell me a joke in the style 03:18.390 --> 03:22.350 Dave Chappelle about vegans. 03:22.350 --> 03:24.303 So see what comes back with, 03:25.710 --> 03:29.790 one of the things I find if you do normal ChatGPT, 03:29.790 --> 03:31.470 when you ask it to do stuff like this, 03:31.470 --> 03:34.680 it will sometimes refuse, sometimes it will say 03:34.680 --> 03:36.780 that there's no, I'll give you a big 03:36.780 --> 03:37.830 disclaimer at the beginning. 03:37.830 --> 03:40.470 Super annoying because it doesn't want to offend anyone. 03:40.470 --> 03:41.473 But here it actually does a pretty good job. 03:41.473 --> 03:44.610 Man, you ever notice how vegans treat picking a restaurant 03:44.610 --> 03:45.720 Like they're diffusing a bomb. 03:45.720 --> 03:46.553 It's like easy. 03:46.553 --> 03:47.520 Don't rush into anything we need 03:47.520 --> 03:49.710 to consider the salad options, blah, blah, right? 03:49.710 --> 03:52.170 So yeah, it's funny, it's pretty good 03:52.170 --> 03:54.270 and you can keep going with it as well 03:54.270 --> 03:57.720 and just generate as many jokes as you want. 03:57.720 --> 04:00.720 Cool, so how does this work on the backend? 04:00.720 --> 04:02.730 I'm just about to show you that and I'll show you why it's 04:02.730 --> 04:05.343 doing this action thing every time as well. 04:07.470 --> 04:08.863 Here we go. 04:08.863 --> 04:11.288 Maybe this should stop being so delicious. 04:11.288 --> 04:12.121 (man laughs) 04:12.121 --> 04:14.190 Okay, all right, I dunno if you, this is your style 04:14.190 --> 04:15.900 of humor, but you could actually program your 04:15.900 --> 04:17.970 own here with this information. 04:17.970 --> 04:20.670 So I'm gonna go in, I'm gonna go to EditGPT, 04:20.670 --> 04:23.697 this is something I can do because it's my GPT 04:23.697 --> 04:26.510 and I'll show you the internals of what it is. 04:26.510 --> 04:29.160 So you just provide a name in the description, 04:29.160 --> 04:32.130 but then you put some instructions in here. 04:32.130 --> 04:35.610 So this is your system prompt, right? 04:35.610 --> 04:38.597 And you can see that I've got, write an original joke, 04:38.597 --> 04:40.590 you're a standup comedian on stage 04:40.590 --> 04:41.940 and I'm saying 04:41.940 --> 04:44.100 you should match the style of Dave Chappelle. 04:44.100 --> 04:47.100 And I've also said don't use the n word, et cetera. 04:47.100 --> 04:49.169 I've told it you can bleep things out, 04:49.169 --> 04:51.240 right, it's bleeped out here. 04:51.240 --> 04:54.390 You can, and then I have some instructions here, which is 04:54.390 --> 04:56.400 where we're gonna get into why it's 04:56.400 --> 04:58.230 calling an API every time. 04:58.230 --> 05:00.510 So I'm telling you, you must call the clean joke action 05:00.510 --> 05:03.660 every time before delivering the joke to the user. 05:03.660 --> 05:04.860 And the reason I do that is 05:04.860 --> 05:07.440 because this is what the joke actually looks like. 05:07.440 --> 05:12.440 So I've got JokeGPT generating JSON with a comedian, 05:12.570 --> 05:15.360 the disclaimer and then the actual joke. 05:15.360 --> 05:17.010 So it actually generates that, 05:17.010 --> 05:20.730 but then it sends that to an API that I made, 05:20.730 --> 05:25.290 which just gets rid of the comedian and the disclaimer 05:25.290 --> 05:27.750 and only provides the joke back. 05:27.750 --> 05:29.520 If you look, this is the API, 05:29.520 --> 05:30.840 I'm just using Python anywhere. 05:30.840 --> 05:33.960 It's free as long as you refresh it every three months. 05:33.960 --> 05:35.434 And I just used a basic flask. 05:35.434 --> 05:37.890 In fact I asked ChatGPT to code this for me. 05:37.890 --> 05:40.080 So you didn't even really need to know how to code. 05:40.080 --> 05:43.027 But all this does is it takes the, 05:44.479 --> 05:48.867 takes the data and then you name my API key 05:49.890 --> 05:52.313 and then it figures out it gets the joke part 05:52.313 --> 05:54.240 and then it just returns the joke. 05:54.240 --> 05:57.180 I also have it returning a privacy policy 05:57.180 --> 06:00.950 because that's a requirement, for ChatGPT. 06:00.950 --> 06:02.670 So I've just included that in there. 06:02.670 --> 06:04.560 But yeah, I even got ChatGPT 06:04.560 --> 06:06.510 to generate this privacy policy for you. 06:06.510 --> 06:09.120 I'm not a lawyer so no, don't worry. 06:09.120 --> 06:11.490 Now I have a few different prompts in here. 06:11.490 --> 06:12.630 So it gives you an example 06:12.630 --> 06:14.070 of the types of jokes that I want. 06:14.070 --> 06:15.353 So it's, they're not as PC, right? 06:15.353 --> 06:17.400 There's a Ricky Gervais joke 06:17.400 --> 06:20.220 and then I have some angry instructions at the bottom 06:20.220 --> 06:21.780 in caps lock just to make sure 06:21.780 --> 06:24.480 it always calls that clean joke thing. 06:24.480 --> 06:26.760 So what is the clean joke thing? 06:26.760 --> 06:28.740 So first of all, I have web browsing so I could tell it 06:28.740 --> 06:30.780 to a good search for a joke as well. 06:30.780 --> 06:32.490 That's another thing by the way, it can do. 06:32.490 --> 06:34.470 But lemme just click on this. 06:34.470 --> 06:37.290 So this is the schema for my API 06:37.290 --> 06:39.930 and you can see it's a JokeGPT service. 06:39.930 --> 06:42.420 And then there's a path called clean, 06:42.420 --> 06:43.980 and it's called Clean Joke, 06:43.980 --> 06:45.390 that's our operation ID. 06:45.390 --> 06:47.460 And it says that this endpoint allows you 06:47.460 --> 06:49.560 to for submitting a joke for cleaning with comedian's name 06:49.560 --> 06:52.410 and a disclaimer and it's just given an example of 06:52.410 --> 06:54.210 what goes in and what goes out. 06:54.210 --> 06:57.500 But yeah, you can see that it gives a, you know, 06:57.500 --> 07:01.050 it basically describes what my API does, 07:01.050 --> 07:03.840 and this is passed into JokeGPT. 07:03.840 --> 07:06.180 So it knows that this is an action it can do. 07:06.180 --> 07:07.860 And again, this looks really complicated, 07:07.860 --> 07:10.860 but I literally just asked Chat GPT, I said, 07:10.860 --> 07:15.780 here's my API code, can you turn this into OpenAI schema? 07:15.780 --> 07:17.550 And it did a really good job. 07:17.550 --> 07:19.440 Cool, and that is how that works. 07:19.440 --> 07:21.060 And you can see it's a post method. 07:21.060 --> 07:24.300 You can also test it just to check that it works. 07:24.300 --> 07:26.040 That is how you develop it. 07:26.040 --> 07:29.580 One of the recommendations I have here, by the way is 07:29.580 --> 07:33.630 to test and learn what prompts work in the playground first 07:33.630 --> 07:34.800 and then just get that working 07:34.800 --> 07:39.450 before you turn this into a, an actual tool. 07:39.450 --> 07:42.430 The other thing is it does allow you to upload 07:43.350 --> 07:44.880 different things for knowledge, 07:44.880 --> 07:46.860 but it doesn't work that well to be honest. 07:46.860 --> 07:48.930 Like it can only search these things. 07:48.930 --> 07:52.440 It doesn't have, this is a big list of loads of funny jokes. 07:52.440 --> 07:54.450 It doesn't actually have them in context 07:54.450 --> 07:56.310 when it's telling you a joke. 07:56.310 --> 07:57.450 So it can do a search 07:57.450 --> 07:58.453 with these things and I left it in there 07:58.453 --> 08:00.180 because it doesn't hurt anything, 08:00.180 --> 08:02.850 but just know that basically you upload here 08:02.850 --> 08:04.440 that's like not in the prompt. 08:04.440 --> 08:06.270 It's probably not gonna do a great job at. 08:06.270 --> 08:09.120 It's pretty good at things like if you have a company 08:09.120 --> 08:10.650 documentation and you ask it, 08:10.650 --> 08:13.800 can you search the company documentation for X 08:13.800 --> 08:15.180 and then it can do that pretty well. 08:15.180 --> 08:16.320 But that's about it. 08:16.320 --> 08:17.280 The other thing is you want 08:17.280 --> 08:18.990 to turn off things that you're not using. 08:18.990 --> 08:21.900 So I've turned off code interpreter and image generation. 08:21.900 --> 08:24.780 And then also I recommend don't click this create button. 08:24.780 --> 08:28.740 This is an, very meta, it's a basically like a ChatGPT 08:28.740 --> 08:30.450 that creates CustomGPTs. 08:30.450 --> 08:32.550 But I find that whenever I use it, like it starts 08:32.550 --> 08:34.170 to delete crap that I've already put in there. 08:34.170 --> 08:36.360 So I just fill this form in normally. 08:36.360 --> 08:37.193 Cool. 08:37.193 --> 08:39.780 And you can hit save and you can publish just like anything. 08:39.780 --> 08:42.780 Anyway, that is my custom JokeGPT. 08:42.780 --> 08:45.450 One of the real problems I have with it is that it call, 08:45.450 --> 08:47.790 it asks for permission to make the API calls 08:47.790 --> 08:49.800 and it calls the API every time. 08:49.800 --> 08:51.600 I think that's a bit of a pain 08:51.600 --> 08:54.060 and probably why this hasn't got much usage. 08:54.060 --> 08:55.110 But yeah, at the end 08:55.110 --> 08:56.970 of the day this was just made for me to play around. 08:56.970 --> 08:59.280 So yeah, hopefully this helps you 08:59.280 --> 09:01.260 and you build your own custom GPT 09:01.260 --> 09:05.310 and are more successful than what I have done with this one. 09:05.310 --> 09:07.260 Right, hopefully that's useful for you.