WEBVTT 00:00.120 --> 00:08.840 Okay, first up I'm just going to save this as the push workflow workflow. 00:08.960 --> 00:11.920 Save that and go back to personal again. 00:11.920 --> 00:13.080 There is the push workflow. 00:13.080 --> 00:17.400 Create a new workflow to integrate with telegram. 00:17.960 --> 00:20.760 Okay, so this is now just for telegram users. 00:20.760 --> 00:23.080 If you're not a telegram user, don't worry about it. 00:23.120 --> 00:24.400 Telegram is like WhatsApp. 00:24.440 --> 00:27.240 It's like it's just great for this kind of thing. 00:27.480 --> 00:28.640 I'll show you how to do it. 00:28.640 --> 00:31.200 So you see, it is again API key based. 00:31.200 --> 00:32.480 So it's super simple. 00:33.000 --> 00:39.320 If you're in telegram, either on your phone or the app, the first thing to do is to search for a particular 00:39.360 --> 00:40.120 user. 00:40.120 --> 00:43.960 And that particular user is called bot father. 00:43.960 --> 00:45.960 So you do search in the search bar at the top. 00:45.960 --> 00:47.680 You do abbot father. 00:47.880 --> 00:53.840 And it sounds odd, but that that is the thing that gives rise to bots in telegram. 00:53.840 --> 01:00.240 And if you chat with bot father, then you will have a screen a bit like this, which is my telegram, 01:00.360 --> 01:02.200 and I am chatting with bot father. 01:02.200 --> 01:03.360 You see there, that's what it is. 01:03.400 --> 01:10.790 There's 3 million monthly users, and the first thing you do is you do slash forward slash start and 01:10.790 --> 01:13.270 you get like a whole list of different things you could do. 01:13.310 --> 01:17.470 And I'm going to scroll carefully through this because it does show an API key pretty quickly. 01:17.470 --> 01:20.710 But the first thing you do is slash new bot. 01:20.710 --> 01:24.070 And that means I want to create a new telegram bot. 01:24.270 --> 01:27.590 That's what I want to do, and that is what telegram will then do. 01:27.630 --> 01:31.670 Okay, so when you do new bot it says, all right, a new bot, how are we going to call it. 01:31.670 --> 01:33.710 Please choose a name for your bot. 01:33.870 --> 01:41.310 And I've called my one TG underscore underscore convo conversation between telegram and NAMM. 01:41.310 --> 01:46.510 But you can call yours whatever you want and it will create that bot for you. 01:46.750 --> 01:50.190 Now the next thing it says is let's choose a username for your bot. 01:50.230 --> 01:55.350 It must end in bot like Tetris bot or Tetris underscore bot. 01:55.590 --> 02:03.430 So I call mine tg and convo bot and you can call yours whatever you want as long as it ends in bot, 02:03.470 --> 02:04.710 just like it says. 02:04.710 --> 02:06.710 So do that next. 02:06.910 --> 02:10.820 Okay, Next up it says, Don, congratulations on your new bot. 02:10.860 --> 02:13.620 You can find it and it's given like a link to it. 02:13.620 --> 02:17.900 You can now add a description, a profile picture, lots of other stuff. 02:18.060 --> 02:24.500 Just make sure that that you make make sure that it's fully operational before you unleash it on the 02:24.500 --> 02:25.020 wild. 02:25.220 --> 02:31.220 Now I've stopped scrolling now because if I were to scroll a little bit more, you would see the key 02:31.260 --> 02:32.500 that it then gives you. 02:32.540 --> 02:38.220 It sends you the key right here, and you should copy that into the clipboard carefully, making sure 02:38.220 --> 02:41.180 you don't copy extra spaces at the end or beginning or whatever. 02:41.180 --> 02:44.580 But that is the API key that you will be using. 02:45.020 --> 02:47.500 So it's honestly as straightforward as that. 02:47.500 --> 02:52.580 To get your API key for telegram, there is another interface as well that you might have used. 02:52.580 --> 02:57.020 You might have found when you went to Bot Father, you could open that as a separate window, in which 02:57.020 --> 03:02.420 case you see something like this screen right here, which has create new bot as a menu option, but 03:02.420 --> 03:05.300 otherwise you would have much the same experience. 03:05.340 --> 03:09.060 You'd have created your bot and you would have an API key. 03:09.220 --> 03:10.180 Congratulations. 03:10.180 --> 03:12.720 We're ready now to hook it up to N810. 03:12.760 --> 03:14.360 Okay, so here I am in N810. 03:14.400 --> 03:16.880 The first thing I do is I press Create Workflow. 03:16.920 --> 03:19.040 We're going to add a first step. 03:19.240 --> 03:21.840 And for that first step I'm going to type telegram. 03:22.000 --> 03:26.160 I press telegram here and it shows me the different triggers. 03:26.200 --> 03:30.440 These are the different operations that could initiate this workflow. 03:30.560 --> 03:32.960 And I'm going to pick on message. 03:32.960 --> 03:36.440 When there's a message in telegram I want it to launch this workflow. 03:36.480 --> 03:40.240 I press on message and it opens up this telegram node. 03:40.520 --> 03:41.080 Okay. 03:41.360 --> 03:43.600 It begins with a credential to connect with. 03:43.640 --> 03:45.520 You know the drill drop down here. 03:45.520 --> 03:47.520 Create new credential. 03:47.520 --> 03:49.680 It wants an access token. 03:49.840 --> 03:54.760 And of course I'm going to paste in exactly what I copied from within telegram. 03:54.760 --> 03:57.600 And I was careful to copy it exactly as it is. 03:57.800 --> 04:01.240 And when I'm done I press save and it goes green. 04:01.440 --> 04:03.240 Connection tested successfully. 04:03.240 --> 04:05.040 Hopefully yours went green too. 04:05.240 --> 04:06.200 Congrats. 04:06.240 --> 04:07.200 Back we go. 04:07.240 --> 04:08.560 No thank you LastPass. 04:08.680 --> 04:11.160 Okay, we have set up our trigger. 04:11.200 --> 04:12.760 That's the first step. 04:12.800 --> 04:14.750 And the second step is quick and easy. 04:14.790 --> 04:22.190 You know it well, I press, plus I go to AI, I go to AI agent, I press escape, I want the chat model 04:22.230 --> 04:23.470 to be OpenAI. 04:24.030 --> 04:24.910 There it is. 04:25.230 --> 04:30.830 Escape memory, the simple memory escape and no tools. 04:31.110 --> 04:33.350 Oh, why don't we give it the current date? 04:33.350 --> 04:34.750 We'll give it the current date again. 04:34.790 --> 04:36.230 Date, date and time. 04:36.270 --> 04:36.750 Tool. 04:36.990 --> 04:38.670 Uh, current date. 04:38.670 --> 04:39.630 All sounds good. 04:39.670 --> 04:40.430 Press escape. 04:40.430 --> 04:40.950 There we go. 04:40.990 --> 04:41.950 It's got a tool. 04:42.430 --> 04:45.350 All right, now it's time to add something to the right. 04:45.390 --> 04:48.150 Okay, so next up, I press this plus button here. 04:48.430 --> 04:51.750 This is saying what should the output from this agent do. 04:51.790 --> 04:53.030 What happens next. 04:53.030 --> 04:54.630 So we type telegram. 04:54.830 --> 04:56.430 You're like really telegram twice. 04:56.470 --> 04:57.030 Yes. 04:57.270 --> 05:00.830 This time we press telegram and we're looking at actions not triggers. 05:00.830 --> 05:03.070 These are things that could happen at this point. 05:03.110 --> 05:07.070 And the action we're going to pick is send a text message. 05:07.430 --> 05:08.390 Wow okay. 05:08.630 --> 05:09.790 Select the credential. 05:09.790 --> 05:12.230 Well it's already defaulted to the same thing we just set up. 05:12.230 --> 05:13.950 You don't need to set up credentials twice. 05:14.110 --> 05:18.620 We want to send a message and the the, uh, the text. 05:18.660 --> 05:24.060 We want this text to be the output from the previous cell. 05:24.300 --> 05:25.500 The previous node. 05:25.740 --> 05:26.060 Okay. 05:26.100 --> 05:27.100 How's that going to look? 05:27.380 --> 05:28.980 Something to puzzle over for a second. 05:29.020 --> 05:34.660 There's an added complexity as well, which is that when when we're conversing with telegram, we want 05:34.700 --> 05:40.500 to make sure that whatever we send back to telegram is part of the same conversation that that triggered 05:40.500 --> 05:46.540 us in the first place, and that conversation has associated with it a chat ID, and we need to pass 05:46.540 --> 05:52.580 that chat ID in as well in order that this response goes in the right conversation. 05:52.900 --> 05:55.420 So there's some fiddly stuff to be done here. 05:55.940 --> 06:01.300 Now, the easiest way to find this out is to actually first just give this thing a try without filling 06:01.300 --> 06:03.540 these things in and see what happens. 06:03.580 --> 06:06.860 And then we'll use that to fix it and make it work well. 06:06.860 --> 06:09.700 So that's the first step we're going to we're going to save this as it is. 06:09.740 --> 06:12.660 We're going to come back here to the previous step. 06:12.660 --> 06:14.420 And we're just going to give this thing a try. 06:14.460 --> 06:17.260 And giving it a try is going to turn out to be easier said than done. 06:17.380 --> 06:24.130 The first thing we'll need to do is hover over this node here that the send text message and find this 06:24.130 --> 06:28.130 power button that appears above it and turn it off, deactivate it. 06:28.130 --> 06:29.170 A line goes through it. 06:29.210 --> 06:30.010 It's off. 06:30.010 --> 06:34.210 And do the same with the memory one to the power button, because the memory is going to get in our 06:34.210 --> 06:34.490 way. 06:34.690 --> 06:35.770 So turn that off. 06:36.050 --> 06:40.250 And now what we're going to do is press the Execute workflow button. 06:40.370 --> 06:43.530 And when you press that it starts listening for telegram. 06:43.530 --> 06:50.530 And it might error right away, or it might need you to first of all go to telegram and open up this, 06:50.570 --> 06:54.450 which is an actual chat with the thing that you've created. 06:54.450 --> 07:00.330 In my case, I called it TG convo, and then I'm going to press the start button. 07:00.330 --> 07:03.490 And as soon as I try and start and do something, bam! 07:03.530 --> 07:04.650 It goes wrong. 07:04.650 --> 07:06.850 And what we're now going to do is fix it. 07:06.850 --> 07:11.850 So the thing that's gone wrong is you can see no prompt specified angrily here. 07:11.850 --> 07:17.490 And if I double click on AI agent it, up comes this quite busy screen and we get to see what's actually 07:17.530 --> 07:25.640 happening here on the left is the information that has flown in from Telegram and you can see that it's 07:25.640 --> 07:26.360 Jason. 07:26.360 --> 07:27.320 Recognize this? 07:27.360 --> 07:28.280 It's Jason. 07:28.480 --> 07:33.320 It's a list of objects which have various keys and values. 07:33.320 --> 07:37.280 And some of those things like message is itself an object. 07:37.320 --> 07:39.280 Hopefully this is like click for you. 07:39.280 --> 07:47.120 So this is data in the form of JSON because we've selected the JSON representation coming in from telegram. 07:47.480 --> 07:52.600 And this is the prompt that is being determined for our AI agent. 07:52.600 --> 08:00.400 And what it's looking for is JSON, which means the incoming stuff dot chat input, but there is no 08:00.440 --> 08:03.480 dot chat input here that doesn't exist. 08:03.480 --> 08:09.160 So this thing here, this prompt which is choosing how do I pluck out of here the information that will 08:09.160 --> 08:11.240 go to the AI isn't right. 08:11.240 --> 08:14.920 It's thinking that this is some sort of chat interface and it's coming from telegram. 08:14.920 --> 08:21.440 We need to fix that so that the right information goes to our AI, and the right information is staring 08:21.440 --> 08:22.480 at us right here. 08:22.480 --> 08:25.760 The right information is this text. 08:25.920 --> 08:32.820 That right there is the information, the value here, which at the moment is slash start, uh, is 08:32.820 --> 08:36.060 what the information we wanted to come in to our LM. 08:36.300 --> 08:41.140 And so this is what we really want to be in this in this field right here. 08:41.380 --> 08:42.780 So how do we do that. 08:42.820 --> 08:45.780 Well you see where it says source for prompt. 08:46.020 --> 08:49.860 It thinks we're trying to connect to a chat trigger node which we're not. 08:49.900 --> 08:53.020 It's a telegram node not a chat trigger node. 08:53.220 --> 08:57.140 You drop here and you come down to define below. 08:57.260 --> 09:01.380 Use an expression to reference data in previous nodes. 09:01.380 --> 09:02.980 That's exactly what we want. 09:03.140 --> 09:07.540 We select this and now this box is ready for something to be put into it. 09:07.820 --> 09:11.460 Now we click and hold on on here this slash start. 09:11.700 --> 09:12.940 And we put it in there. 09:12.940 --> 09:20.700 And we let go and look at what appears dollar JSON which means this dot message text. 09:20.940 --> 09:22.380 It's drilling into message. 09:22.380 --> 09:25.100 It's drilling into text to get you that. 09:25.100 --> 09:28.980 And it's put it in two curly braces, which means it's an expression. 09:29.220 --> 09:35.210 And similarly you could just type this in like that and you can see that the result is this text slash 09:35.250 --> 09:38.450 start, which isn't actually going to be all that meaningful to our LLM. 09:38.490 --> 09:41.290 But at least that is in fact what we typed in telegram. 09:41.290 --> 09:45.450 So we now see that what we typed in telegram has made its way in here. 09:45.730 --> 09:46.370 Okay. 09:46.530 --> 09:47.450 Progress. 09:47.490 --> 09:48.930 Let's see how this works. 09:48.930 --> 09:49.290 All right. 09:49.290 --> 09:51.490 So I'm going to press Execute Workflow. 09:51.490 --> 09:52.650 And it's now executing. 09:52.650 --> 09:53.850 And now I'm going to telegram. 09:53.850 --> 09:55.410 And I'm typing hi there. 09:55.810 --> 09:58.850 And I'm pressing um enter. 09:58.890 --> 09:59.570 Hi there. 09:59.690 --> 10:00.290 Off it goes. 10:00.290 --> 10:01.250 It's doing its thing. 10:01.290 --> 10:03.290 Workflow executed successfully. 10:03.290 --> 10:05.890 Let's double click on AI agent and see what happens. 10:06.130 --> 10:08.410 So in it came you can see text. 10:08.450 --> 10:09.970 Hi there right there. 10:10.170 --> 10:11.810 This is where it plucked it out. 10:11.850 --> 10:12.370 Hi there. 10:12.370 --> 10:15.890 Went to our LLM and it said hello how can I assist you today. 10:16.090 --> 10:17.410 And so it worked. 10:17.410 --> 10:22.810 We were able to pluck out the input from this and we used expressions to do it. 10:22.850 --> 10:24.250 We define the expression. 10:24.250 --> 10:25.250 And there it was. 10:25.290 --> 10:27.690 And we could just drag and drop to get that over there. 10:27.890 --> 10:29.570 Hopefully that connected for you. 10:29.570 --> 10:33.890 This is a bit more of an in-depth, uh, integration, but it's working.