WEBVTT 00:00.240 --> 00:01.760 Welcome back to the class. 00:01.800 --> 00:07.480 In this video, we are gonna build this sophisticated system that generates for you perfect YouTube 00:07.520 --> 00:10.600 thumbnails on autopilot without you doing anything. 00:10.640 --> 00:13.320 And as you can notice, actually, let me show you. 00:13.480 --> 00:16.360 And these designs are highly professional. 00:16.560 --> 00:18.760 So we've got there the character. 00:18.760 --> 00:21.600 We've got perfect caption, great background. 00:21.600 --> 00:24.520 That actually is consistent with our design. 00:24.960 --> 00:30.040 We've got even some elements such as, you know, this icon for the Facebook for Zapier. 00:30.480 --> 00:33.720 And again, these designs are highly professional. 00:33.760 --> 00:35.360 Let me show you other designs. 00:35.360 --> 00:41.240 So I've gathered the entire folder and here for an example Instagram Ads agent. 00:41.440 --> 00:43.920 And we've got the character and again 3D icon. 00:44.080 --> 00:49.360 So overall I've created this specific automation that does everything for you. 00:49.840 --> 00:52.640 And now maybe let me explain you what it does. 00:53.040 --> 00:55.760 So you know before even we build it how it works. 00:56.360 --> 00:58.560 Firstly we've got on form submission. 00:58.560 --> 00:58.660 Mission. 00:58.980 --> 01:02.980 So we just say, okay, trigger this automation whenever we've got. 01:03.140 --> 01:04.620 You know, new form submission. 01:04.620 --> 01:08.660 And here we only want to have the video title. 01:08.860 --> 01:12.300 And the video title will be actually on our thumbnail. 01:12.300 --> 01:13.980 So if I provide let's say. 01:14.020 --> 01:15.020 An ident course. 01:15.300 --> 01:17.140 Um, it should be right here. 01:17.460 --> 01:23.860 Um, so for an example for this case, I provide it in the title Instagram Ads agent, and then it inserted 01:23.860 --> 01:25.980 our title inside our thumbnail. 01:26.140 --> 01:29.340 You know, um, so yeah, we've got our form submission. 01:30.020 --> 01:34.620 After we do this, we split the automation into two different paths. 01:34.820 --> 01:36.020 Actually they are very similar. 01:36.060 --> 01:44.300 However, for different case, the first path is for analyzing our characters and what I mean by characters 01:44.500 --> 01:45.020 in general. 01:45.020 --> 01:51.580 This automation not only produces for you perfect thumbnails, it checks for the quality of the thumbnail, 01:51.820 --> 01:56.540 but also actually it bases on your avatar you provide or avatars. 01:56.540 --> 01:58.290 Pass simply, I gave. 01:58.290 --> 02:01.130 Here, let me show you in my folder. 02:01.130 --> 02:02.770 I gave here my photos. 02:02.930 --> 02:09.210 So I want to base on my facial expression on my, you know, um, different gestures. 02:09.250 --> 02:12.210 Like here, um, this is the disclaimer. 02:12.250 --> 02:15.170 Like the character on the thumbnails won't be. 02:15.210 --> 02:18.250 Um, you won't be in 100% similar. 02:18.290 --> 02:22.490 However, the point of that is to, you know, provide the character. 02:22.570 --> 02:25.650 So we take from here some specific description. 02:25.690 --> 02:29.170 Make it, I can say, very decent and very similar. 02:29.330 --> 02:36.010 However, mostly based on only the gestures and the specific stuff, you know, like the pose even. 02:36.050 --> 02:38.170 Of of the body and so on. 02:38.730 --> 02:45.010 So right there we analyze our character and also we analyze our thumbnails. 02:45.050 --> 02:45.890 Examples. 02:45.930 --> 02:49.850 Obviously, each one of us has different tastes when it comes to thumbnails. 02:49.890 --> 02:52.610 Maybe some of you like thumbnails that are very. 02:52.650 --> 02:55.550 I don't know with big caption as me, so I like. 02:55.870 --> 02:56.830 Let me show you. 02:56.830 --> 03:03.110 I like the thumbnails with, you know, big caption with actually icon for the tool. 03:03.390 --> 03:06.790 Um, you know, like the character pointing out very clean. 03:06.830 --> 03:09.430 However, maybe some of you like other designs. 03:09.670 --> 03:15.670 So in general, um, you've got the possibility to provide your thumbnails you think are the best, 03:15.950 --> 03:17.310 and then we analyze it. 03:17.310 --> 03:21.070 So this is the point actually we get the inputs and with this data. 03:21.070 --> 03:22.230 So analyze data. 03:22.670 --> 03:28.470 We put this specific data inside our prompt a agent that does everything for us. 03:28.470 --> 03:32.510 So it creates for us the prompt that we'll be using to generate our image. 03:32.550 --> 03:40.230 However again it bases on, you know, our data we created with OpenAI model that analyzes our images. 03:40.590 --> 03:47.350 So both we get our content based on our avatars and designs. 03:47.350 --> 03:53.030 So thumbnails examples we provided we use the merge node because here um yeah. 03:53.090 --> 03:59.050 We want to just, um, take two puffs and combine them together, and we send the data again inside 03:59.050 --> 03:59.930 our agent. 03:59.930 --> 04:01.290 That does everything for us. 04:01.570 --> 04:04.570 So it generates two various slightly different prompts. 04:05.050 --> 04:07.930 Um, for the instructions, um, I will show it later. 04:07.930 --> 04:10.450 We'll create the entire automation from scratch. 04:10.450 --> 04:11.370 So we will see it. 04:11.850 --> 04:17.890 And then what we do, we use the loop over item because we want to actually have two specific items 04:17.890 --> 04:18.850 two thumbnails. 04:19.410 --> 04:22.690 So we connect it with generate image node. 04:22.970 --> 04:24.610 We convert it to file. 04:24.610 --> 04:30.890 We get image URL both with saving them our thumbnail to Google Drive. 04:31.050 --> 04:34.250 So I've got this folder where I save all of my thumbnails. 04:34.970 --> 04:42.730 Then I merge again to paths and I split out it because when we use the merge node, we both get the 04:42.730 --> 04:46.450 data from Get Material Node and Google Drive however we want. 04:46.450 --> 04:50.170 We want to only have one item, um, because here we get two items. 04:50.170 --> 04:52.030 We want to have only one item. 04:52.030 --> 04:52.950 So the URL. 04:52.950 --> 04:54.830 So we extract there the URL. 04:55.070 --> 04:59.830 And then we give this URL to our node that analyzes the quality. 04:59.990 --> 05:02.990 So it checks if there we've got the high quality. 05:03.270 --> 05:06.150 And the text is not truncated and nicely visible. 05:06.310 --> 05:11.030 Character on the image is similar to the one of these of these descriptions. 05:11.070 --> 05:11.550 Okay. 05:11.990 --> 05:17.790 And there are at least three main parts on the image character, text tool, icons or icon. 05:17.830 --> 05:19.550 Actually it should be the icon okay. 05:20.190 --> 05:22.710 And if everything is correct, respond yes. 05:22.710 --> 05:29.190 If something doesn't align with the standard, respond no and we use it actually this specific sentence 05:29.550 --> 05:35.910 to feed it inside our um, if node if our content. 05:35.910 --> 05:39.470 So our message from the model is yes is equal to yes. 05:39.790 --> 05:46.270 Then we would like to go ahead and actually save the data and continue with the next loop iteration, 05:46.270 --> 05:48.070 which will be the second and the last. 05:48.470 --> 05:55.660 However, if the content actually here, the response is no, we go straight forward back to our HTTP 05:55.660 --> 06:02.180 note that generates for us an image, and we continue this process until we get our perfect quality 06:02.220 --> 06:02.940 thumbnail. 06:03.540 --> 06:07.100 And this is the entire animation and this video will build it from scratch. 06:07.100 --> 06:08.380 So let's dive in. 06:09.540 --> 06:11.780 So as always, let's start with the trigger. 06:11.980 --> 06:16.860 And I need to mention you may have multiple different triggers for this case I would like to use on 06:16.860 --> 06:17.900 form submission. 06:18.100 --> 06:19.980 Also we can use on chat message. 06:20.020 --> 06:26.740 Maybe you've got uh, you know, um, you, you can use on a schedule with some additional steps for 06:26.980 --> 06:31.180 and that will actually, um, get for you some specific, um, title. 06:31.180 --> 06:36.980 So maybe, um, you've got the YouTube draft and then you can take from here the title generate the 06:37.180 --> 06:38.660 the entire thumbnail based on it. 06:38.660 --> 06:39.700 I'm just thinking about it. 06:39.700 --> 06:43.420 So, you know, um, thinking and and life on life. 06:43.420 --> 06:49.880 But yeah, for this case, uh, will be, will be simple and will be using on form submission. 06:50.320 --> 06:55.920 So let's say whenever I've got my YouTube video to create actually maybe let's say create it, but I 06:55.920 --> 06:57.320 need to create YouTube thumbnail. 06:57.640 --> 07:04.720 I want to provide, um, you know, like specific, um, title inside the form so I can name it the 07:04.720 --> 07:08.840 form title YouTube thumbnail creator. 07:09.600 --> 07:21.720 And here uh, provides, um, your YouTube thumbnail, actually title, um, to create, uh, thumbnail 07:21.720 --> 07:25.080 for it, we can add the form element. 07:25.080 --> 07:33.840 So we'll have the video title, video title, um, element type which is a text. 07:33.840 --> 07:36.120 And we can, we can make it as required. 07:36.120 --> 07:37.080 That's everything. 07:37.080 --> 07:38.400 We can execute the step. 07:38.600 --> 07:39.960 So it works by this way. 07:40.000 --> 07:44.240 And here let's say I want to provide what can we provide here. 07:44.940 --> 07:47.860 Maybe notion full course. 07:48.620 --> 07:52.420 Okay let's click on submit and we get our response. 07:52.620 --> 07:55.940 So our video title that we'll need right away. 07:55.940 --> 07:58.500 After we do this we want to have two paths. 07:58.900 --> 08:07.340 The first one path will be for getting our images inside and from Google Drive, downloading them analyzing 08:07.340 --> 08:07.780 them. 08:07.900 --> 08:11.380 And these images will be for actually my avatar. 08:11.420 --> 08:11.780 Okay. 08:11.860 --> 08:12.820 For my avatar. 08:12.980 --> 08:14.700 So I've got Google Drive. 08:15.660 --> 08:21.260 Then I want to actually take the step, which is um, let me see. 08:21.460 --> 08:24.020 We've got search files and folders. 08:24.020 --> 08:24.820 That's great. 08:25.220 --> 08:30.100 And now for that specific case, uh, we've got um, the filter. 08:30.100 --> 08:32.500 So we want to search for the specific folder. 08:33.100 --> 08:37.300 And now I've got the folder which is uh, my photos. 08:37.340 --> 08:37.700 Okay. 08:37.740 --> 08:38.620 My photos. 08:38.740 --> 08:47.920 And we search for this folder and for, um, the information and the files inside so I can search for 08:48.480 --> 08:49.240 how it's named. 08:49.280 --> 08:50.080 My photos. 08:51.120 --> 08:52.000 Photos. 08:53.320 --> 08:54.560 And yeah, we've got it. 08:54.600 --> 08:55.880 We can execute the step. 08:55.880 --> 08:56.720 And now let's see. 08:56.720 --> 08:57.760 Okay, perfect. 08:57.760 --> 08:59.800 We've got five items. 08:59.800 --> 09:03.240 So when we look on the table view we've got five items. 09:03.240 --> 09:09.080 So screenshot uh, with this specific ID uh, you know this ID however this number. 09:09.120 --> 09:09.600 Great. 09:10.000 --> 09:16.880 So we get our five items from the folder and we need to download them, um, to then actually, you 09:16.880 --> 09:19.280 know, um, use it inside our automation. 09:19.280 --> 09:20.360 So download file. 09:20.960 --> 09:29.000 And now for the file we can provide the ID and remember um, actually we provide one ID however it will 09:29.000 --> 09:31.480 run five times because we've got five items. 09:31.880 --> 09:36.120 We execute the step and we should get our five items right here. 09:36.680 --> 09:37.320 So that's great. 09:37.320 --> 09:38.000 We've got it. 09:38.040 --> 09:40.280 We can view um perfect. 09:40.320 --> 09:41.510 My first image. 09:41.990 --> 09:44.750 Second and up to five. 09:44.950 --> 09:45.870 That's correct. 09:46.230 --> 09:46.710 Nice. 09:47.830 --> 09:48.110 Um. 09:48.150 --> 09:50.990 Right away we can use OpenAI model. 09:50.990 --> 09:55.310 So I think actually the inputs part and this automation is pretty fast. 09:55.350 --> 09:59.550 We've got OpenAI model and we would like to analyze the image. 09:59.830 --> 10:00.390 Great. 10:00.830 --> 10:04.750 For the model I'm choosing for all it's pretty decent. 10:05.310 --> 10:09.510 Uh, we've got text input and I provide it for you, actually. 10:09.550 --> 10:12.510 Um, you've got, um, here the instructions. 10:13.150 --> 10:18.310 So for analyze characters OpenAI note um, actually let me copy it. 10:18.830 --> 10:23.790 I'm also, you know, you've got all of the instructions here, HTTP requests we'll be using for this 10:23.790 --> 10:24.310 video. 10:24.470 --> 10:25.630 It's pretty crucial. 10:25.950 --> 10:28.230 However, in the text input let me show you. 10:29.030 --> 10:32.270 We've got you're a professional YouTube thumbnail strategist. 10:32.270 --> 10:38.830 Analyze the uploaded creator image with the goal of helping another agent generate a personalized thumbnail 10:38.830 --> 10:44.850 around this person, for we've got one form submission obviously with with without one. 10:45.170 --> 10:46.810 Um, so yeah, for this title. 10:46.810 --> 10:49.690 So we've got notion full course right here. 10:50.010 --> 10:53.330 Do not describe what the person does or what the video is about. 10:53.370 --> 10:59.730 Focus only on the visual characteristics of the person and the photo to create a design a design blueprint 10:59.730 --> 11:01.410 for thumbnails featuring them. 11:01.890 --> 11:04.970 So we've got identify the following face positioning. 11:05.010 --> 11:05.490 Angle. 11:05.530 --> 11:06.850 Facial expression. 11:06.890 --> 11:07.930 Lighting style. 11:07.970 --> 11:08.370 Pose. 11:08.370 --> 11:09.410 Body language. 11:09.650 --> 11:10.290 Clothing. 11:10.330 --> 11:11.090 Accessories. 11:11.090 --> 11:12.330 Background color palette. 11:12.330 --> 11:13.050 Skin tone. 11:13.250 --> 11:19.370 Uh, so it's pretty sophisticated prompt for one single node, you know, um, your output should for 11:19.410 --> 11:25.690 you should form a visual personality profile of the creator, the kind of emotional tone, framing, 11:25.690 --> 11:31.330 and style that best represents them in thumbnail output should be generic and reasonable. 11:31.370 --> 11:33.570 Avoid product topic references. 11:33.570 --> 11:35.890 Focus on helping another agent design a brand. 11:35.890 --> 11:40.150 Consistent, Emotionally resonant creator images to be used in YouTube. 11:40.190 --> 11:41.550 Thumbnail creation later. 11:42.190 --> 11:42.710 Great. 11:43.470 --> 11:45.150 Um, and now what we do. 11:45.510 --> 11:48.790 Um, in the input type, we provide binary binary file. 11:49.030 --> 11:50.590 And as a default we've got the data. 11:50.630 --> 11:51.150 Okay. 11:51.390 --> 11:53.030 That's pretty straightforward. 11:53.030 --> 11:54.990 We click on execute step. 11:56.710 --> 11:57.110 Okay. 11:57.150 --> 11:58.070 Let's wait. 11:58.470 --> 12:06.350 And even what I can do I can disable simplify output I want to have it you know the entire like the 12:06.350 --> 12:07.390 response format. 12:07.750 --> 12:13.390 Uh, but let me show you how it looks like with simplify output and without even we can read it here 12:13.390 --> 12:18.990 whether to simplify the response or not, we don't want to, you know, simplify it in any shape or 12:18.990 --> 12:19.470 form. 12:19.790 --> 12:22.830 That's why it will disable it in a while. 12:23.950 --> 12:27.990 So after we've done it, we've got the content for five items hover. 12:27.990 --> 12:30.550 For now you can see we've got here five items hover. 12:30.590 --> 12:36.970 For now I can click and disable the simplify output and click execute step once again. 12:38.090 --> 12:40.050 So after we do this we are ready to go. 12:40.410 --> 12:48.490 And the next step will be to take five items and put it into one specific item okay. 12:48.770 --> 12:52.890 Um, because later we want to use it um, inside our agent. 12:53.530 --> 12:55.970 Um, so for that case we are using aggregate. 12:56.410 --> 13:01.330 So now you can see combine a field from many items into a list in a single item. 13:01.770 --> 13:02.890 That's very useful. 13:02.970 --> 13:07.930 So we just take our content and then we execute the step. 13:08.370 --> 13:19.890 And even we can rename it as um let's say characters descriptions descriptions okay. 13:19.930 --> 13:20.610 That's great. 13:21.450 --> 13:23.250 Let's execute the step once again. 13:23.250 --> 13:24.970 So yeah we just name the variable. 13:24.970 --> 13:27.810 So it's just better visible later. 13:27.970 --> 13:31.330 And the notes will be using later and instructions and so on. 13:31.650 --> 13:34.480 And now I can say for this specific case. 13:34.680 --> 13:37.520 So for this path we are already done. 13:37.560 --> 13:42.760 So we successfully analyzed our images, our photos we have inside this folder. 13:43.080 --> 13:44.760 However we've got another path. 13:44.760 --> 13:53.640 And now what we can do we can click Ctrl C or even right away control Ctrl D and then uh just take all 13:53.640 --> 14:02.080 of that and yeah, just, um, connect it with our own form submission because now like it won't, won't, 14:02.120 --> 14:04.880 won't vary a lot like this specific path. 14:05.040 --> 14:11.760 The only thing we would like to analyze not my photos however thumbnails I like. 14:11.760 --> 14:18.080 So actually it's great because let's say you've got some, um, you know, taste when it comes to thumbnails. 14:18.280 --> 14:23.600 And then you can let's say you can provide your specific designs and just say, okay, just based on 14:23.600 --> 14:30.640 this style, like create something very similar for my circumstance, I provided my two, um, thumbnails 14:31.500 --> 14:32.700 That I really like. 14:32.700 --> 14:35.100 So yeah, I would like to analyze these images. 14:35.740 --> 14:42.300 Um, for that case, what we can do, um, instead of my photos, I can search for thumbnails, I like 14:42.700 --> 14:48.220 thumbnails, I like perfect, um, I can execute this step. 14:49.020 --> 14:53.620 We've got two items, which is correct because here I had two thumbnails. 14:54.340 --> 14:57.700 Then we want to download actually our thumbnails. 14:57.700 --> 15:00.660 So this step is the same okay. 15:00.700 --> 15:01.740 We've got two thumbnails. 15:01.740 --> 15:02.540 That's great. 15:03.300 --> 15:07.940 Uh right away um, we want to get different text input. 15:07.940 --> 15:13.100 So the entire message for the model um we can copy it from here. 15:13.100 --> 15:14.980 So it will be different. 15:15.140 --> 15:16.340 Um, we'll read it in a while. 15:16.380 --> 15:21.980 However, for now, let's just paste it here and even let's execute the step. 15:22.300 --> 15:25.340 And in the meantime I will read all of the instructions. 15:25.340 --> 15:31.280 So we are a professional YouTube thumbnail designer tasked with reverse engineering the success of multiple 15:31.320 --> 15:32.040 thumbnails. 15:32.440 --> 15:39.040 Analyze the uploaded image holistically without focusing on the specific product, brand, or content 15:39.040 --> 15:39.520 shown. 15:39.560 --> 15:44.480 Instead, break down the visual strategies and design principles that make these thumbnails effective 15:44.520 --> 15:45.720 for each image. 15:45.720 --> 15:51.600 Extract visual style summary, subject framing, emotion, typography, and text layout. 15:51.960 --> 15:58.120 So here if we have for an example bold shadowed uppercase text color palette contrast. 15:58.120 --> 16:00.760 So what it does and it's perfect. 16:00.960 --> 16:03.480 It takes all of your thumbnails. 16:03.480 --> 16:09.480 You provide it and it analyze and it analyzes it, you know, from start to finish really. 16:09.640 --> 16:14.400 Um, you know, um, really closely I can say really closely. 16:14.400 --> 16:19.360 So again, you've got a lot of elements background treatment, visual hierarchy. 16:19.360 --> 16:24.320 So which element is focused like which element is the first in our thumbnails. 16:24.320 --> 16:27.660 So as you can notice here we've got this text Yeah. 16:27.700 --> 16:30.180 Then we've got maybe my character in the background. 16:30.180 --> 16:31.500 We've got some automation. 16:32.220 --> 16:35.660 So it works by this way, and we've got style type. 16:36.020 --> 16:42.500 And after analyzing all images, provide a synthesized overview of recurring design patterns or style 16:42.540 --> 16:43.740 themes across them. 16:43.780 --> 16:49.580 These insights should help us build versatile thumbnail templates that can be reused for different topics 16:49.580 --> 16:51.180 in future automations. 16:52.060 --> 16:53.860 Um, so it's different. 16:54.100 --> 16:56.940 However, still, it's pretty it's pretty great. 16:57.140 --> 17:02.860 And it provides for us, um, you know, content for two items to analyze and thumbnails. 17:03.140 --> 17:07.740 Again, what we do, uh, we actually here just aggregate it. 17:07.780 --> 17:13.740 However, for now we've got um, thumbnails, descriptions, thumbnails, descriptions. 17:13.740 --> 17:14.900 We execute the step. 17:15.780 --> 17:16.780 Let's wait. 17:17.060 --> 17:21.180 Um, so it analyzes for us this specific case. 17:23.660 --> 17:25.490 And now when it's being processed. 17:25.530 --> 17:29.930 We can provide our merge node to combine everything together. 17:30.730 --> 17:33.610 So let's combine all of these two paths. 17:34.050 --> 17:40.370 And right away I want to have my agent that creates for me the prompt. 17:40.370 --> 17:43.170 So I've got prompt a agent. 17:43.850 --> 17:45.010 Then we click define. 17:45.010 --> 17:46.930 Below we've got a prompt. 17:46.930 --> 17:48.770 Also we add system message. 17:49.170 --> 17:53.370 We've got a prompt which is pretty I can say it's decent. 17:53.370 --> 18:02.330 And also it's highly complex if um complex complex if I don't know um, and there what we have and maybe 18:02.330 --> 18:05.130 let me execute uh previous steps. 18:06.330 --> 18:07.130 So we've got it. 18:07.170 --> 18:10.170 We've got all of the details needed inside our inputs. 18:10.370 --> 18:16.370 And now I can see actually I need to take this prompt and put it inside, you know, my system message. 18:16.690 --> 18:19.410 Um, because the prompt for that case will be different. 18:19.530 --> 18:23.090 And here let's see generate two various slightly different prompts. 18:23.090 --> 18:24.750 So it's the actual prompt. 18:25.150 --> 18:28.830 Um, and now or even we can do, we can preview the system message. 18:28.950 --> 18:31.910 You can see we've got variables highlighted on the, on the red. 18:32.030 --> 18:36.030 That means, um, the names of specific nodes are not the same. 18:36.030 --> 18:39.110 So for an example you can notice we've got on form submission. 18:39.350 --> 18:41.550 So this is actually without the one. 18:41.710 --> 18:43.590 If we delete it it works. 18:44.110 --> 18:46.390 Um so in general it works by this way. 18:46.390 --> 18:53.550 You know, even for that specific case um, we should have the aggregate node name which is thumbnails 18:53.790 --> 18:56.990 and another aggregate node name which is characters. 18:56.990 --> 19:01.750 So for now maybe let's, let's change very quickly the names of these specific nodes. 19:02.950 --> 19:08.190 So we've got the following names get characters, download characters, analyze characters characters. 19:08.190 --> 19:10.390 And similarly for the specific path. 19:10.550 --> 19:14.830 And now you should see all of them actually not what we have here. 19:15.150 --> 19:16.830 First thumbnails. 19:17.030 --> 19:18.390 Um, okay. 19:18.390 --> 19:19.590 We've got the thumbnails. 19:20.190 --> 19:20.790 In that case. 19:20.790 --> 19:21.570 Let's see. 19:21.610 --> 19:23.290 And maybe we can change it to item. 19:24.250 --> 19:25.370 Uh, okay. 19:25.410 --> 19:26.010 Thumbnails. 19:26.010 --> 19:26.890 Description. 19:28.250 --> 19:28.770 Perfect. 19:28.810 --> 19:30.330 Even what you can do in that case. 19:30.370 --> 19:32.450 You know, let's be very simple. 19:32.650 --> 19:35.290 Um, actually, you can just drag and drop this specific variable. 19:35.290 --> 19:39.290 So, um, use inside this place. 19:39.290 --> 19:42.690 So use this specific case as a placeholder. 19:43.090 --> 19:46.850 Um, provided us first because we've got multiple items. 19:47.370 --> 19:50.130 Um, and then again do the stuff for this case. 19:51.290 --> 19:52.250 Um, okay. 19:52.290 --> 19:56.050 So for the characters we provide this specific variable. 19:56.450 --> 20:01.010 It highlights on green that indicates it works for form submission. 20:01.010 --> 20:04.530 We've got here the one actually not one hover without. 20:04.770 --> 20:10.170 And there you just simply need to change it or even, you know, just provide the same names. 20:10.570 --> 20:15.570 Um, for that case, let me pick characters. 20:16.250 --> 20:17.690 Uh, where do we have it? 20:17.730 --> 20:18.690 Characters? 20:18.730 --> 20:20.150 Image descriptions. 20:20.190 --> 20:20.630 Okay. 20:20.670 --> 20:21.310 This one. 20:22.390 --> 20:26.670 So we've got actually now I can see it should be opposite. 20:26.670 --> 20:31.910 So here as a visual style input we should have not characters however thumbnails. 20:32.190 --> 20:33.790 So again let's delete it. 20:34.070 --> 20:36.750 We've got thumbnails right there. 20:37.030 --> 20:41.190 Um let's provide the item which is first right there. 20:41.230 --> 20:45.350 What we have, we should have our um, characters. 20:45.830 --> 20:48.310 So simply you are just providing a lot of inputs. 20:48.310 --> 20:50.590 However, this prompt is really sophisticated. 20:50.590 --> 20:52.790 And now, yeah, everything is in green. 20:52.790 --> 20:53.630 So let's read it. 20:53.670 --> 20:59.350 Generate high impact YouTube thumbnail prompts using the provided video title, creators images, and 20:59.390 --> 21:01.510 a proven high converting visual style. 21:01.550 --> 21:08.350 Each prompt must guide AI system to create a visually compelling thumbnail, um, that boosts click 21:08.350 --> 21:12.550 through rates and aligns with the creators visual brand overall. 21:12.550 --> 21:16.790 Again, this prompt for this agent must be sophisticated. 21:16.830 --> 21:21.540 I mean, I spend a lot of time on building it, actually testing all of the errors. 21:21.820 --> 21:27.420 Um, in the future in this course will have maybe if you are watching this video, they are already 21:27.420 --> 21:27.940 alive. 21:27.980 --> 21:32.100 However, you know, we'll have live sessions, live sessions for creating automations. 21:32.620 --> 21:38.460 And what's great actually you will see here all of the troubleshooting, all of I mean, creating all 21:38.500 --> 21:39.660 of the instructions. 21:39.660 --> 21:45.020 Because in these videos the only problem is, okay, we are building the automations. 21:45.020 --> 21:45.700 It's fine. 21:45.740 --> 21:47.740 You know, still, you learn a lot. 21:47.940 --> 21:51.180 However, um, it would be great to have the to have the live sessions. 21:51.180 --> 21:56.940 So you see exactly the entire process from start to finish, how we troubleshoot the problems, how 21:57.420 --> 22:00.700 you know, how everything works behind the scenes. 22:00.900 --> 22:06.060 Because again, um, every time I'm creating for you all of the instructions actually, me and Damien, 22:06.060 --> 22:07.620 we are providing for you already. 22:07.780 --> 22:08.940 Um, ready. 22:09.060 --> 22:11.060 Um, automations that we create. 22:11.060 --> 22:14.860 And it's also really great way, actually one of the best to learn it. 22:15.280 --> 22:20.760 Um, however, again, if you see the live session, how we do this, um, yeah. 22:20.800 --> 22:24.960 Your perspective may change because it's not that easy to create. 22:24.960 --> 22:30.800 For an example, this specific prompt to, you know, like combine all of these notes together to think 22:30.800 --> 22:38.000 of these notes, even for experts that created like hundreds of automations I've created in my career, 22:38.000 --> 22:45.280 I don't know, a few hundred automations like in Zapier and then, like, a lot, um, it's still sometimes 22:45.280 --> 22:45.680 hard. 22:45.720 --> 22:46.760 We've got a lot of problems. 22:46.760 --> 22:48.200 But this is a small digression. 22:48.880 --> 22:49.760 Um, let's move on. 22:49.760 --> 22:51.440 Let's go back to our agent. 22:51.480 --> 22:52.280 How it works. 22:52.280 --> 22:56.760 You will receive information about multiple images, both for character descriptions and thumbnails. 22:56.760 --> 23:01.760 Descriptions based on this information, choose the most proper data to create a high quality thumbnail 23:02.160 --> 23:04.040 based on this video title. 23:04.040 --> 23:05.280 So we provide a title. 23:05.320 --> 23:10.880 We've got Analyze Remix the style, so we treat the Visual Style template template as the base structure. 23:10.920 --> 23:16.980 Blend it, blend this with the video title creator image and emotional tone for the original design. 23:17.020 --> 23:21.540 Maintain consistency with the creator's personality and image tone. 23:21.700 --> 23:25.540 For example, face, face, angle, expression, clothing, colors. 23:25.940 --> 23:27.620 So that's very cool actually. 23:27.860 --> 23:35.940 Um, because that's why I provided this specific, um, all of these notes so we can base on our face 23:35.940 --> 23:43.100 expression, like maybe the pose, obviously, as I said, like this, um, character on our thumbnails 23:43.380 --> 23:44.820 won't be the same. 23:45.060 --> 23:47.220 Won't be the same as us, let's say. 23:48.100 --> 23:50.820 Um, but still, it will be highly professional. 23:51.100 --> 23:53.540 So, yeah, for an example. 23:53.780 --> 23:54.340 That's perfect. 23:54.380 --> 23:55.860 Like, this character is great. 23:56.020 --> 24:02.300 And I'm thinking about, you know, creating thumbnails even for your channel, um, that you actually 24:02.580 --> 24:07.060 show your personality and so on, or even for faceless YouTube channel. 24:07.260 --> 24:10.620 I think it, you know, it's automated. 24:10.620 --> 24:14.290 It would be very nice, but let's move on back. 24:14.930 --> 24:20.810 Um, for build a prompt for thumbnail generation, highlight the video title, integrate the creator 24:20.810 --> 24:22.650 image naturally and permanently. 24:22.890 --> 24:25.930 Maintain the visual and emotional tone of the template. 24:26.170 --> 24:29.650 Add 3D generated icon element for the tool mentioned. 24:29.650 --> 24:32.570 And um, so our video title. 24:32.570 --> 24:33.410 That's great. 24:33.450 --> 24:34.370 I like to use it. 24:34.370 --> 24:39.690 Actually, I like to do this because, uh, let me show you for an example here. 24:39.690 --> 24:46.690 We've got the icon for the Facebook right there for ChatGPT for Zapier. 24:47.050 --> 24:49.010 You know, like this thumbnail is bad. 24:49.050 --> 24:54.090 However, it didn't, you know, um, later on, we'll have the step that will check if the quality 24:54.090 --> 24:54.770 is good. 24:54.810 --> 25:01.490 Nevertheless, um, like in all of the cases, we upload the image, but this image wouldn't be chosen 25:01.490 --> 25:04.370 for for our thumbnail finally created. 25:04.530 --> 25:07.010 Um, so yeah, I will show you that later. 25:07.010 --> 25:09.830 I'm very excited, but for now, what we can do. 25:10.030 --> 25:16.110 Also, we've got the output rules only output two thumbnail generation prompts here do not include do 25:16.110 --> 25:18.550 not explain the steps or the process. 25:18.550 --> 25:20.590 Use placeholder use placeholders. 25:20.590 --> 25:22.030 Keep the formatting plain. 25:22.230 --> 25:25.110 Um, never mention product names or actual user data. 25:25.110 --> 25:29.870 So really sophisticated prompt okay, I don't want to get you bored, so let's move on. 25:30.230 --> 25:32.950 Um, for the chat model I'm using again, OpenAI. 25:33.030 --> 25:35.070 It's my favorite model, as you've noticed. 25:36.030 --> 25:39.350 And then also I'm using um, output parser. 25:40.470 --> 25:45.790 So I require specific output parser and then structured output parser. 25:45.790 --> 25:48.910 And here I want to only provide a prompt okay. 25:49.270 --> 25:51.470 So either you can do the following stuff. 25:51.470 --> 25:55.430 So type prompt leave it blank. 25:55.830 --> 25:58.830 Um or just copy it output parser from here. 25:59.350 --> 26:00.590 Pretty straightforward. 26:00.830 --> 26:04.230 Um we can click on execute step. 26:05.110 --> 26:06.030 Let's wait. 26:06.150 --> 26:08.130 So it should return for us to prompts. 26:09.290 --> 26:10.610 We should get to prompts. 26:11.770 --> 26:12.850 So let's wait a while. 26:14.170 --> 26:15.050 But right away. 26:15.210 --> 26:17.650 Maybe let me add the loop option. 26:18.130 --> 26:19.010 Or let's just wait. 26:19.010 --> 26:20.770 Okay, let's just wait for these prompts. 26:20.770 --> 26:21.690 Let's preview them. 26:23.970 --> 26:26.490 Um, so our animation looks like this for now. 26:26.490 --> 26:26.930 Okay. 26:26.970 --> 26:27.690 We've got it. 26:28.130 --> 26:29.570 And that's very nice. 26:29.570 --> 26:30.490 We've got a prompt. 26:30.490 --> 26:34.290 And also what's very important, we've got it in JSON format. 26:34.570 --> 26:40.450 That means we don't have for an example you know like specific signs for for new line. 26:40.770 --> 26:44.690 Um, we don't have like elements like breaks in the text. 26:44.730 --> 26:48.530 We want to have every time when it comes to JSON, plain text to use. 26:49.050 --> 26:53.410 And we've got exactly this form, you know, we've got exactly this form. 26:53.410 --> 26:58.770 So create a high impact YouTube thumbnail for a video titled Notion Full Course, featuring a smiling 26:58.770 --> 27:02.730 person positioned on the right side with a welcoming, confident expression. 27:02.730 --> 27:09.350 The subject is facing forward with full face visible, wearing a dark shirt under bright studio style 27:09.350 --> 27:12.230 frontal lighting for clarity and warmth. 27:12.590 --> 27:13.110 Um. 27:13.150 --> 27:16.070 Use a plain black background to make the subject stand out. 27:16.750 --> 27:20.350 Like, you know, this prompt is perfectly created. 27:20.350 --> 27:25.710 That's why we've used, like OpenAI to analyze our characters, our designs, our agent. 27:25.750 --> 27:26.870 I don't know, guys. 27:26.990 --> 27:29.310 We'll look later how it how it performs. 27:30.630 --> 27:31.990 Let's move on with the loop. 27:32.990 --> 27:35.230 So we've got the batch size. 27:35.230 --> 27:38.550 So we want to get one item with each iteration. 27:38.550 --> 27:39.390 That's correct. 27:39.830 --> 27:42.830 And now we can just delete delete this specific node. 27:43.790 --> 27:49.150 And what we can do, we can just um provide the HTTP request right away. 27:49.150 --> 27:51.470 We want to just move on. 27:51.510 --> 27:58.350 Just continue um, with creating our image so we can rename it as Generate Image. 28:00.630 --> 28:01.430 That's correct. 28:01.870 --> 28:03.460 And now what we want to do door. 28:03.700 --> 28:05.380 Um, let's pick this URL. 28:06.700 --> 28:07.820 Um, okay. 28:08.060 --> 28:11.940 For, uh, for authentication, predefined XML type open. 28:11.940 --> 28:13.540 I search for that. 28:13.740 --> 28:15.220 Um, not open city. 28:15.260 --> 28:15.620 Oh, wow. 28:15.660 --> 28:16.300 What's that? 28:16.500 --> 28:16.900 Open? 28:16.900 --> 28:21.540 I, um, and now what we have, uh, we send the body. 28:22.500 --> 28:23.740 Probably we send the body. 28:23.940 --> 28:25.060 Um, yeah, we send the body. 28:25.060 --> 28:26.980 And here we have four parameters. 28:27.740 --> 28:30.740 Um, so the first one parameter is the model. 28:30.740 --> 28:33.900 We've got GPT image one. 28:35.180 --> 28:37.900 Then for the next actually okay. 28:37.940 --> 28:44.060 It's correct for the next case, we've got uh, what's the, the size and what's the size. 28:44.220 --> 28:45.300 Uh, let me see. 28:46.500 --> 28:47.580 Parameter three. 28:47.660 --> 28:48.700 This is the size. 28:49.420 --> 28:52.140 Um, the order of parameters doesn't matter. 28:52.180 --> 28:53.860 You know, it doesn't matter at all. 28:54.100 --> 28:59.460 So here what we have the prompt we can execute previous steps. 29:00.340 --> 29:02.320 Um, so we provide a prompt from here. 29:02.320 --> 29:04.520 It's important we provide the prompt from here. 29:04.520 --> 29:05.840 So JSON output prompt. 29:06.240 --> 29:08.440 And what we have else we've got equality. 29:09.080 --> 29:11.480 And now the default quality is high. 29:12.000 --> 29:22.240 But remember with loop and further steps like inside the loop and beyond um we would need to run automations 29:22.280 --> 29:26.680 like you know, we would need to run automations once again, once again, once again, once again. 29:26.680 --> 29:28.200 Every time we want to try something. 29:29.000 --> 29:32.640 Um, because here, like, it's not a problem. 29:32.640 --> 29:33.120 Okay. 29:33.160 --> 29:37.640 Here, like, let's say you test this step and you've got steps already tested. 29:37.800 --> 29:41.760 However, for the loop, every time we will have new item, we'll need to run the loop once again. 29:41.760 --> 29:43.600 So it works by this way. 29:43.960 --> 29:48.880 And for this case for, um, lowering the costs for, for lowering the costs. 29:48.880 --> 29:54.800 So paying only $0.01, we would like to use the quality which is low later will change it when we'll 29:54.800 --> 30:01.300 have the step to check the quality because obviously like it will be, you know, um, loop forever. 30:01.340 --> 30:02.340 Loop forever. 30:02.380 --> 30:03.620 The quality would be worse. 30:03.700 --> 30:05.580 Um, but, um. 30:06.660 --> 30:08.620 Yeah, let's move on. 30:09.300 --> 30:11.580 And the next case we've got convert. 30:12.500 --> 30:15.940 So we convert our base64 to file. 30:16.180 --> 30:17.420 Execute previous node. 30:17.460 --> 30:19.460 As you can see, we need to do this stuff. 30:19.860 --> 30:21.540 Um so we need to wait a while. 30:22.780 --> 30:24.780 So the image is successfully created. 30:24.780 --> 30:26.260 Let's show the data. 30:26.660 --> 30:27.580 Where do we have it? 30:28.180 --> 30:28.820 Uh, okay. 30:28.820 --> 30:31.060 Let's show the data right here. 30:32.140 --> 30:33.940 Um, so we've got the base64. 30:34.060 --> 30:34.740 Perfect. 30:35.220 --> 30:39.100 And we can just take this base64 and execute the step. 30:39.540 --> 30:45.060 And once again, as you can notice, we've got the loop we need to generate our image once again and 30:45.060 --> 30:46.580 wait until it's generated. 30:46.980 --> 30:49.540 And for sure you will not have the quality here. 30:49.700 --> 30:50.060 Okay. 30:50.100 --> 30:59.040 The quality here, which is low um, the cost of medium um, actually medium quality is $0.04 for high 30:59.080 --> 31:00.400 at $0.17. 31:00.400 --> 31:03.960 So approximately you pay $0.20 for one thumbnail. 31:04.240 --> 31:05.440 Let's view what we have. 31:05.760 --> 31:07.080 Notion full course. 31:07.120 --> 31:08.040 That's so great. 31:08.040 --> 31:11.520 We've got so realistic icon notion full course. 31:11.560 --> 31:14.240 It's perfect I mean it's great. 31:14.520 --> 31:22.560 Um, but let's let's hold on because we'll test out it this specific step with, you know, our, um, 31:23.080 --> 31:25.000 open a note to analyze our image. 31:25.320 --> 31:28.280 But for now we want to have two specific paths. 31:28.680 --> 31:31.400 So the first path will be for HTTP request. 31:31.760 --> 31:33.400 And we want to get image URL. 31:33.760 --> 31:37.760 Um for this specific circumstance we want to use Cloudinary as usual. 31:38.280 --> 31:42.680 So we pick this URL for we need to provide the cloud name. 31:42.680 --> 31:46.120 So let's move on to cloudinary.com. 31:46.160 --> 31:48.080 Get started sign up. 31:48.080 --> 31:49.920 You've got free credits obviously. 31:50.760 --> 31:52.520 And let me show you how I do this. 31:53.760 --> 31:56.270 So I need to have cloud name inside my URL. 31:57.190 --> 31:58.870 Um, we've done it many times. 31:58.870 --> 32:00.390 However, it's pretty simple. 32:00.430 --> 32:02.190 Like, you know, it's pretty fast. 32:02.470 --> 32:06.550 So we need to have our cloud name here for the authentication. 32:06.590 --> 32:08.030 Actually know what we do here? 32:08.110 --> 32:08.790 Let me see. 32:09.150 --> 32:17.350 Uh, we send our body so we provide form data first the binary file. 32:17.830 --> 32:20.110 And here what we do for file and data. 32:20.150 --> 32:20.550 Yes. 32:20.870 --> 32:22.310 File data. 32:23.030 --> 32:29.910 And for another parameter we choose form data and it's upload preset probably as I remember correctly. 32:31.390 --> 32:35.870 And for the value we need to provide our preset name, let me even check. 32:35.910 --> 32:37.350 Yeah we've got the upload preset. 32:38.710 --> 32:40.070 We need to have our preset name. 32:40.070 --> 32:44.630 So settings upload and you just add upload preset. 32:44.630 --> 32:45.030 So. 32:47.830 --> 32:49.230 Thumbnail test. 32:49.950 --> 32:54.530 Just remember to provide some size and I'm unsigned. 32:54.730 --> 32:55.330 Safe. 32:56.370 --> 32:57.090 That's great. 32:57.450 --> 32:58.170 Um, let me see. 32:58.210 --> 32:58.490 Okay. 32:58.530 --> 32:59.570 You see it correctly? 33:00.210 --> 33:00.610 Um. 33:01.490 --> 33:06.330 And now for the value, we provide a simple name, so we provide the name. 33:06.370 --> 33:07.130 That's great. 33:07.170 --> 33:07.930 That's correct. 33:08.370 --> 33:13.210 Now let's now let's leave it, um, let's rename it as get URL. 33:13.490 --> 33:19.410 And also let's provide another step which is, which is actually uploading our image to our Google Drive 33:19.930 --> 33:27.170 because, um, in all circumstances, even let's say this image is bad, we want to have it stored inside 33:27.170 --> 33:32.010 Google Drive to just track if if our other steps works great. 33:32.970 --> 33:40.250 So let's say, um, if our if our analyze node doesn't, you know, um, does it harm our automation 33:40.250 --> 33:47.130 in case um, in situation, let's say it doesn't work and then it rejects all of the good, um, thumbnails. 33:47.130 --> 33:51.170 So we want to have the eye on it, um, if you know what I mean. 33:51.590 --> 33:53.670 um, so we've got a file. 33:54.150 --> 34:01.990 Um, no, we want to have not download, ever upload, upload an existing file, which was the folder 34:01.990 --> 34:04.670 which is, um, what was the folder name? 34:04.950 --> 34:06.430 It's the ready thumbnails. 34:07.830 --> 34:09.270 So we have ready thumbnails. 34:09.310 --> 34:10.750 No, it's the drive I'm sorry. 34:10.870 --> 34:12.590 The folder ready thumbnails. 34:14.270 --> 34:15.310 Um, perfect. 34:15.550 --> 34:16.710 And now file name. 34:16.750 --> 34:19.390 It's, uh, what's the file name we can provide? 34:19.430 --> 34:20.230 Actually the file name. 34:20.230 --> 34:20.630 Okay. 34:20.990 --> 34:26.030 So what we can do, let's name it as CV. 34:27.550 --> 34:29.030 Not it's not the CV however. 34:29.070 --> 34:36.910 Thumbnail thumbnail zero I don't know let's let's name it as by this way or even you can provide the 34:37.470 --> 34:38.550 name that changes. 34:38.550 --> 34:43.110 Maybe you would like to take the from from from form submission. 34:43.110 --> 34:45.590 So you've got the video title I don't know. 34:45.950 --> 34:48.270 Um, I've got a thumbnail thumbnail zero. 34:49.430 --> 34:50.730 And for now, what we can do. 34:51.290 --> 34:53.010 Um, let's do the following step. 34:53.010 --> 34:53.610 So merge. 34:53.650 --> 34:54.810 Merge it together. 34:56.210 --> 34:56.890 Nice. 34:57.130 --> 34:57.650 Um. 34:58.010 --> 34:58.650 That's great. 34:58.650 --> 35:01.170 And now we can again run the step. 35:01.490 --> 35:05.410 So once again we need to wait until the image is generated. 35:05.450 --> 35:10.850 However, it's not a big deal like I mean, more problems I had with other donations when I had like 35:10.890 --> 35:13.810 a lot of steps beyond just after the loop. 35:13.850 --> 35:20.570 You know, even with the when you are, um, testing the nodes inside the loop, you need to run the 35:20.570 --> 35:22.090 entire automation once again. 35:22.330 --> 35:23.010 However, also. 35:23.050 --> 35:24.250 Oh wow, what I've done. 35:24.690 --> 35:31.890 Um, no, I should have provided it here inside the input tool. 35:32.370 --> 35:33.810 Let's test it out again. 35:34.730 --> 35:42.210 But what I meant, um, if you have nodes inside your loop, you need to again, like every time when 35:42.210 --> 35:47.170 you would like to test, like when you would like to test some node, you need to run it once again, 35:47.530 --> 35:50.600 but also when you have steps after the loop. 35:50.880 --> 35:52.160 Also you need to do this stuff. 35:52.160 --> 35:59.960 So when I had like the automation, it was probably for LinkedIn post generate LinkedIn post like it 35:59.960 --> 36:01.520 was LinkedIn post generator. 36:01.560 --> 36:05.680 And I had this automation and then I had a lot of steps like after the loop. 36:05.920 --> 36:09.680 So I had to test it once again, again and again and again. 36:09.880 --> 36:12.800 So in that case it was it hurts. 36:12.840 --> 36:13.840 You know, it hurts. 36:14.720 --> 36:16.640 But for now, let's see what we have. 36:17.440 --> 36:18.280 Perfect. 36:18.520 --> 36:21.040 We've got our merge node. 36:21.040 --> 36:22.120 We've got two items. 36:22.440 --> 36:23.840 And now what's the point? 36:23.840 --> 36:27.640 We want to have one item when I have one item. 36:27.800 --> 36:36.360 Um, because if we had two items and straightforward if we fit, um, our analyze node with two items, 36:36.360 --> 36:37.880 it returns for us two items. 36:38.160 --> 36:40.600 Um, actually, you know, we would have some problems. 36:40.600 --> 36:44.200 So we would like to aggregate and then only pick the URL. 36:44.360 --> 36:46.700 Just pick the URL and return it. 36:46.740 --> 36:51.020 Even I can rename the field so I know image URL. 36:53.260 --> 36:53.860 Um. 36:54.380 --> 36:59.340 Okay, for now I can put it here and right away we'll have um. 37:00.500 --> 37:01.780 Okay, we've got the URL. 37:01.820 --> 37:02.620 Image URL. 37:02.660 --> 37:13.220 And right away I want to have my um no it's open, I open, I analyze image, I've got the model. 37:14.140 --> 37:15.780 Um, what do we have here? 37:15.780 --> 37:18.980 We've got the URL, um, which is actually. 37:18.980 --> 37:20.780 Okay, let's now execute the step. 37:22.060 --> 37:23.860 So now we have our parameters. 37:23.860 --> 37:26.300 And from the aggregate node we can take the URL. 37:26.980 --> 37:27.780 Great. 37:27.900 --> 37:31.940 And now we need to provide our instructions our text input. 37:32.780 --> 37:34.700 Um I've got a text which is this one. 37:34.700 --> 37:37.020 So let's see what we have inside expression. 37:37.060 --> 37:38.780 Check the following aspects of an image. 37:38.780 --> 37:41.580 Check if the image is only high quality. 37:41.620 --> 37:42.660 Text is not. 37:43.600 --> 37:44.800 Next, let's expand it. 37:44.960 --> 37:47.360 Text is now truncated and nicely visible. 37:47.400 --> 37:51.280 Character on the image is similar to to one of these descriptions. 37:51.560 --> 37:57.280 Um, so what we have, we've got actually our image descriptions for this case. 37:57.760 --> 38:03.040 Um, I can pick the characters and pick up this specific data. 38:03.040 --> 38:09.360 So here, like I've got all of the descriptions for my characters, um, like five different characters 38:09.360 --> 38:11.880 profiles, which is obviously like me. 38:12.400 --> 38:17.360 Um, there are at least three main parts on the image character, text tool, icon or icons. 38:17.360 --> 38:18.280 It should be icon. 38:18.600 --> 38:21.160 If everything is correct, respond yes. 38:21.320 --> 38:25.040 If something doesn't align with the standards, respond no. 38:25.240 --> 38:28.680 Don't provide dot at the end of yes or no response. 38:28.680 --> 38:35.760 So in the content we'll have you know, we'll have our yes or no answer and we'll be using it inside 38:35.760 --> 38:36.800 our if node. 38:37.360 --> 38:40.240 So we check if the image is high quality or not. 38:40.360 --> 38:45.380 And then if yes we save the data and we go back to our loop. 38:45.780 --> 38:50.660 If no, we run this specific process once again. 38:51.180 --> 38:58.900 So we run it once again until we generate something that, you know, is compatible with our requirements. 38:59.060 --> 38:59.460 Uh. 38:59.620 --> 39:00.500 Please work. 39:00.540 --> 39:00.820 Okay. 39:00.860 --> 39:02.220 It analyzes our image. 39:02.740 --> 39:03.780 Uh, we've got. 39:03.820 --> 39:04.300 Yes. 39:04.340 --> 39:05.140 That's great. 39:06.060 --> 39:15.100 So for that case, what we can do, um, we can provide the if node if and here we've got the value. 39:15.100 --> 39:16.620 So we pick the content. 39:17.500 --> 39:24.380 And now if the content is equal to yes with big letter we would like to go ahead. 39:24.820 --> 39:26.260 We can add the condition. 39:26.260 --> 39:32.620 And now if again the same content um the condition actually you know we've got another condition and 39:32.660 --> 39:38.980 the connector which is or not and, but or so if we have the content and the value. 39:39.020 --> 39:39.260 Yes. 39:39.260 --> 39:40.410 From small letter. 39:41.170 --> 39:42.450 We would like to go ahead. 39:42.610 --> 39:51.850 And for this specific case we can um let's connect the false with generate image node and the true with 39:51.850 --> 39:54.810 our next node which is uh, Google Sheets. 39:56.250 --> 39:59.050 Google sheets, it's up and row and sheet. 40:00.050 --> 40:01.610 Um, great. 40:02.090 --> 40:07.570 Um, and now after we do this, we would like to connect it with loop over item. 40:07.850 --> 40:09.970 So it should work by this way. 40:10.450 --> 40:13.490 Um, for now let's actually run it. 40:14.130 --> 40:17.010 And after it's done we need to fulfill our Google Sheets. 40:17.490 --> 40:22.530 And here we would like to pick the document which is YouTube thumbnails. 40:22.730 --> 40:23.170 Yeah. 40:23.330 --> 40:31.090 So if you go ahead um, you can copy, um, our Google Sheets and then you've got only the title image 40:31.090 --> 40:31.450 URL. 40:31.450 --> 40:32.730 So this is the template for you. 40:32.770 --> 40:34.370 You can click make a copy. 40:34.730 --> 40:37.130 So inside I've got only the title and image URL. 40:37.170 --> 40:38.630 It's pretty straightforward. 40:38.670 --> 40:39.310 That's great. 40:39.830 --> 40:43.390 Um, so I pick the sheet and then I map the title. 40:44.030 --> 40:51.230 So the title will be mapped from form submission and image URL from actually. 40:51.270 --> 40:52.430 Or do we have it? 40:52.630 --> 40:57.510 Um, let's actually take the URL from get URL um step. 40:57.870 --> 41:03.310 So we provide URL and now we are we are done. 41:03.310 --> 41:04.510 I can say we are done. 41:04.990 --> 41:08.430 For this case we created the entire automation from scratch. 41:08.830 --> 41:15.510 And even right now let me pick up my sticky notes from my automation. 41:15.710 --> 41:17.470 So we see what happens. 41:18.510 --> 41:19.070 Okay. 41:19.510 --> 41:21.230 Uh, it's probably like this. 41:21.230 --> 41:21.910 Perfect. 41:22.630 --> 41:24.710 So firstly we have inputs. 41:24.710 --> 41:26.950 So title content we based on. 41:27.190 --> 41:31.790 Then generate thumbnail prompts and create uh all right. 41:31.790 --> 41:32.350 What's that. 41:32.350 --> 41:33.910 Okay let's click delete. 41:34.270 --> 41:37.450 And then what we have we create check designs. 41:38.290 --> 41:39.530 That's correct. 41:39.570 --> 41:40.650 Even us. 41:40.930 --> 41:45.330 Let me move on all of the notes and now will be the test. 41:45.330 --> 41:48.130 Huge test for us for our automation. 41:48.770 --> 41:50.610 Okay, let's let's do it by this way. 41:50.730 --> 41:51.370 Perfect. 41:51.530 --> 41:53.090 And now will be a huge test. 41:53.370 --> 41:56.330 And remember to change the quality to high. 41:57.210 --> 42:05.850 And what can we type inside our, you know, our form and even let's click on save what we can type 42:05.850 --> 42:09.890 inside our form let's say maybe what do we have? 42:10.850 --> 42:20.770 Zapier full course, maybe new ChatGPT, I don't know, new ChatGPT update. 42:22.810 --> 42:25.450 Um, or even maybe all three. 42:26.130 --> 42:27.530 New ChatGPT all three. 42:27.570 --> 42:30.650 Let's click on submit and now follow what happens. 42:31.610 --> 42:37.630 Okay, so now, um, it goes through our first path and it gets our characters images. 42:38.390 --> 42:39.630 It analyzes them. 42:39.790 --> 42:42.110 So it analyzes five different images. 42:42.110 --> 42:45.150 It should return for us the content for it. 42:46.270 --> 42:50.470 Um, so yeah, we should get our five different descriptions. 42:50.870 --> 42:52.070 Uh that's great. 42:52.110 --> 42:57.430 Actually, you know, um, it allows our model to choose one of them or even just based on one of them. 42:57.670 --> 42:59.710 We indicated that in the prompts. 43:01.630 --> 43:04.630 Now, it takes some time because we've got five images to analyze. 43:04.950 --> 43:06.270 However, still, it's not bad. 43:06.310 --> 43:08.710 Hopefully a few more seconds. 43:09.550 --> 43:14.790 So let's wait a while and in general, let me know what you think about it. 43:14.790 --> 43:15.990 About this automation. 43:16.190 --> 43:20.310 Like yeah, leave me an honest review or even rating of the course. 43:20.590 --> 43:23.350 Um, me and Damon will be very happy for that. 43:23.390 --> 43:24.990 We are putting a lot of effort. 43:25.190 --> 43:28.030 Um, so yeah, let me know what you think about this automation. 43:28.030 --> 43:28.750 For me, it's great. 43:28.990 --> 43:33.660 You know, the quality of of thumbnails This is just exceptional. 43:33.660 --> 43:35.020 You will see that in a while. 43:35.140 --> 43:37.900 So it analyzed for us five items. 43:37.900 --> 43:39.780 We've got content for each item. 43:39.780 --> 43:46.220 So in the table in the JSON actually um we've got content here, content here and here. 43:47.260 --> 43:47.860 Correct. 43:47.940 --> 43:49.580 Um it merged all of the data. 43:49.580 --> 43:50.300 Let's see. 43:51.060 --> 43:51.820 Great. 43:51.860 --> 43:52.660 Nice. 43:52.660 --> 43:57.460 So we've got character descriptions and thumbnails descriptions and generated the prompts. 43:57.460 --> 43:59.540 So we've got the first prompt and the second prompt. 44:00.420 --> 44:02.300 Now it generates our image. 44:02.420 --> 44:07.060 And here will be the moment of truth if that works correctly. 44:07.820 --> 44:09.940 So it generates for us our image. 44:10.940 --> 44:12.540 Then we convert that to file. 44:12.540 --> 44:13.500 We get URL. 44:13.740 --> 44:20.140 And also we should get our thumbnail somewhere here um like in seconds. 44:20.820 --> 44:28.500 So generating image with image GPT image one approximately takes 45 seconds for the 45 seconds. 44:28.500 --> 44:32.320 That depends of course, from the quality and all of the steps. 44:33.440 --> 44:33.800 Okay. 44:33.840 --> 44:35.160 I'm very curious right now. 44:35.160 --> 44:39.560 So it generated for us our thumbnail and let's see if okay. 44:39.600 --> 44:40.360 It's true. 44:40.560 --> 44:42.320 So the thumbnail is high quality. 44:42.480 --> 44:44.000 And now we can preview it. 44:44.400 --> 44:45.320 Let's see. 44:46.160 --> 44:51.040 Wow wow new chat GPT three. 44:51.160 --> 44:56.000 Like perfect I love it I mean you know we don't have any truncated text. 44:56.040 --> 45:02.680 The text is highly you know, visible I mean I love it, you know like everything is correct. 45:02.680 --> 45:06.040 Remember on YouTube thumbnail like you would see this. 45:06.040 --> 45:07.040 Let me download it. 45:07.480 --> 45:12.320 Uh, when you provide, when you, when you actually provide YouTube thumbnail, you would see like, 45:12.680 --> 45:14.720 you know, like this specific size. 45:14.720 --> 45:22.200 So I mean, maybe this one and just wow, you know, with this single automation, you not only can 45:22.200 --> 45:28.260 create two thumbnails at once, you can check them, you can base on some thumbnails you like on some 45:28.260 --> 45:29.380 characters you like. 45:29.620 --> 45:30.420 That's awesome. 45:30.460 --> 45:31.500 That's awesome. 45:31.500 --> 45:40.380 You know, um, now what it does, it goes through the next, um, it goes through the next action step. 45:40.660 --> 45:42.700 Also, in a while, I will show you. 45:42.700 --> 45:43.100 Okay. 45:43.140 --> 45:43.740 Let's see. 45:43.900 --> 45:44.660 I'm sorry. 45:45.100 --> 45:47.980 Um, okay. 45:48.340 --> 45:54.820 Maybe we get okay, we get the true, uh, I hope to get false, but still too many requests from you. 45:54.820 --> 45:56.100 The service is receiving. 45:56.140 --> 45:57.140 Okay, whatever. 45:57.460 --> 45:59.660 Um, but for now, uh. 45:59.820 --> 46:00.820 Let's look. 46:01.580 --> 46:03.540 Wow, guys. 46:04.060 --> 46:06.340 Wow, wow. 46:06.580 --> 46:11.100 Guys, look, do you see what's happening right now? 46:11.140 --> 46:13.700 Like, look how perfect this thumbnail is. 46:13.700 --> 46:15.060 Even better than this one. 46:16.060 --> 46:16.500 Wow. 46:17.460 --> 46:18.340 Let's follow it. 46:18.340 --> 46:19.220 I love it. 46:19.220 --> 46:21.780 Like you can create faceless YouTube channel. 46:21.780 --> 46:24.820 You can generate videos and look on this specific thumbnail. 46:24.820 --> 46:25.860 You've got 3D icon. 46:26.000 --> 46:28.480 You've got the text, you've got your character. 46:28.520 --> 46:30.280 Perfect background consistent. 46:30.520 --> 46:34.800 And remember again, once again I will say you can customize this template. 46:34.800 --> 46:38.520 Actually you can customize the instructions, your thumbnails. 46:38.520 --> 46:41.640 You provide, your specific elements you want to have. 46:41.680 --> 46:48.720 Maybe you you can provide here inside the instructions like don't use the 3D element, maybe provide, 46:48.880 --> 46:55.160 I don't know, some computer layout that shows some update, whatever. 46:55.200 --> 46:55.680 You know. 46:55.880 --> 46:58.880 The point is you can customize it for now even. 46:58.880 --> 47:06.240 Let me show you how you can, um, do all of the stuff with, with, without the loop. 47:06.240 --> 47:11.680 So let's say you want to cut the costs, you want to cut the costs, and then, um, you want to create 47:11.680 --> 47:12.720 only one thumbnail. 47:13.080 --> 47:13.960 It's pretty simple. 47:13.960 --> 47:15.240 It's really straightforward. 47:15.240 --> 47:16.040 Just delete. 47:16.160 --> 47:17.800 Um, maybe let me copy it. 47:18.440 --> 47:20.280 Um, so I can click on save. 47:20.600 --> 47:21.760 Just paste it here. 47:21.920 --> 47:27.030 And what you do in that case um, Uh, you just delete the loop, you just delete the loop you connect 47:27.030 --> 47:29.230 it with here, like with this specific case. 47:29.390 --> 47:31.310 And now you've got this automation. 47:32.910 --> 47:37.390 So it works by this way when you've got the prompt uh oops okay. 47:37.390 --> 47:38.030 Whatever. 47:38.150 --> 47:40.990 When you've got the prompt it goes um here. 47:41.350 --> 47:44.830 Then it creates an image, then it analyzes the image. 47:44.830 --> 47:48.190 If it is the true, it saves the data inside Google Sheets. 47:48.230 --> 47:50.670 If not, it goes back until it's done. 47:50.670 --> 47:55.470 So yeah, you can just, um, even you can, you know, provide multiple variations. 47:55.470 --> 47:56.950 Let's say you want to have three items. 47:57.190 --> 48:01.430 Just provide here three items and maybe four thumbnails at once. 48:01.470 --> 48:02.870 Five, six, seven. 48:03.110 --> 48:05.430 You can do this entire process. 48:05.990 --> 48:08.550 Um, for now, thank you for watching this video. 48:08.590 --> 48:09.710 I hope you enjoyed it. 48:09.710 --> 48:13.590 Thank you so, so much for the attendance for watching this material to the end. 48:13.630 --> 48:15.470 I'm really grateful for that. 48:15.470 --> 48:17.670 Again, thank you so, so much for the attendance. 48:17.750 --> 48:18.990 Um, yeah. 48:19.350 --> 48:20.510 For now, that's everything. 48:20.830 --> 48:22.710 I will see you in the next material.