WEBVTT 00:00.120 --> 00:02.800 Okay, so click here to rename this old one. 00:02.800 --> 00:06.840 Let's, let's let's give it something a name like Nan orchestrates. 00:07.640 --> 00:12.680 And then save that and then go back here again. 00:12.680 --> 00:15.640 And let's create a new brand new workflow. 00:15.640 --> 00:18.600 We're going to start with a little workflow here. 00:18.600 --> 00:24.520 And then and then we're going to go and look over at 11 labs okay. 00:24.560 --> 00:27.680 So for this workflow how do you think it's going to start. 00:27.720 --> 00:28.520 What's the trigger. 00:28.520 --> 00:30.080 What's going to be the first step. 00:30.560 --> 00:36.600 The trigger of course is going to be a webhook, because we're going to want this to be summoned by 00:36.600 --> 00:38.200 11 labs driving us. 00:38.200 --> 00:41.360 So so for sure the trigger will be some kind of a webhook. 00:41.520 --> 00:45.680 And as before, it's going to be post because it's pushing in information and we're going to want to 00:45.680 --> 00:49.200 respond with a respond to webhook node. 00:49.200 --> 00:52.480 So this this is going to be the starting point for us. 00:52.640 --> 00:53.760 So what do we want that to go into. 00:53.760 --> 01:01.140 We want that to go into one of our, uh, good old AI agents and uh, let's let's give ourselves an 01:01.140 --> 01:02.020 AI agent. 01:02.020 --> 01:02.940 Here it is. 01:03.100 --> 01:04.100 This isn't going to work. 01:04.100 --> 01:04.580 We know that. 01:04.580 --> 01:07.460 We're going to come back and figure out what that needs to be later. 01:07.860 --> 01:08.580 Chat model. 01:08.580 --> 01:09.740 We're going to use Gemini again. 01:09.780 --> 01:14.020 You can use anything you want, but but Gemini is the one I'm going to use for a bit. 01:14.020 --> 01:21.740 And again we want to use the latest and greatest, which is going to be Gemini three preview for me, 01:21.740 --> 01:23.620 and it might be Gemini three preview. 01:23.620 --> 01:27.900 I want to use not Pro preview, but I'm going to have to type it in. 01:27.900 --> 01:28.780 I can't find it. 01:28.820 --> 01:29.780 Models. 01:29.980 --> 01:32.580 Slash Gemini Dash three. 01:32.620 --> 01:32.940 Dash. 01:32.980 --> 01:33.380 Flash. 01:33.420 --> 01:33.900 Preview. 01:33.940 --> 01:34.660 There it is. 01:35.460 --> 01:37.540 And there we have it. 01:38.340 --> 01:41.900 Okay, uh, that is our, uh, chat model. 01:42.100 --> 01:46.220 Um, we're not going to have any memory because this isn't the real chat. 01:46.220 --> 01:48.860 This is being used to do some action. 01:49.100 --> 01:52.100 And so what what action are we going to have our agent do? 01:52.140 --> 01:52.900 Well, I tell you what. 01:52.940 --> 01:54.940 Why don't we go with an old chestnut? 01:54.940 --> 01:56.740 We're going to use a tool here. 01:56.740 --> 02:00.400 And we're going to use an old friend Google Sheets tool. 02:00.440 --> 02:02.720 Let's use Google Sheets because we know it well. 02:02.720 --> 02:05.840 We don't want to get stuck on another integration right now. 02:06.160 --> 02:13.560 Uh, and uh, we might as well go with our stock portfolio since we have that sheet all set up and we 02:13.600 --> 02:19.880 will use this particular flow is going to be able to look up, uh, how much of some stock we have in 02:19.880 --> 02:20.960 our portfolio. 02:20.960 --> 02:23.360 So let's configure it for that okay. 02:23.400 --> 02:27.160 And so I just one thing I'm going to do I'm actually going to change the tool description I'm going 02:27.200 --> 02:28.520 to say set manually. 02:28.520 --> 02:42.000 And I'm going to say use this tool to retrieve the uh equity portfolio of the user to answer questions 02:42.880 --> 02:45.240 about their holdings. 02:46.920 --> 02:47.560 Okay. 02:47.600 --> 02:48.440 Very good. 02:48.640 --> 02:53.120 Uh, and now let's go back and give this a whirl. 02:53.120 --> 02:56.640 So in order to give it a whirl, we're going to have to, to temporarily use a chat. 02:56.640 --> 03:00.020 So let's, let's, uh, let's turn the power of this thing off. 03:00.220 --> 03:02.180 Let's add a new trigger. 03:02.220 --> 03:10.380 Let's have a trigger which is going to be, um, a, uh, so I click down at the bottom there to, to 03:10.420 --> 03:15.060 to add another trigger, and we're going to have this be on chat message. 03:15.420 --> 03:17.260 So let's see our chat. 03:19.100 --> 03:23.660 Uh, and uh when a chat message is received that's going to go in here as well. 03:23.660 --> 03:24.620 You can have multiple. 03:24.620 --> 03:25.900 This one is switched off. 03:26.180 --> 03:30.060 And now we'll open up this chat and we will say hi there. 03:30.860 --> 03:31.980 And we'll add in memory. 03:31.980 --> 03:33.660 Why not just temporarily. 03:33.660 --> 03:34.580 Simple memory. 03:35.660 --> 03:36.300 Hi there. 03:37.900 --> 03:38.260 Check. 03:38.260 --> 03:39.060 It works. 03:40.580 --> 03:40.980 Hi. 03:41.020 --> 03:41.780 How can I help you? 03:41.820 --> 03:43.860 If you'd like to check out your equity portfolio. 03:44.060 --> 03:45.060 Uh, yes. 03:45.260 --> 03:51.500 How many SPI do I hold off? 03:51.500 --> 03:52.900 It goes, off it goes. 03:52.900 --> 03:53.140 Check. 03:53.140 --> 03:53.940 Everything works. 03:53.940 --> 03:56.100 I currently hold two shares of SPI. 03:56.260 --> 03:57.180 Excellent. 03:57.180 --> 03:57.940 All right. 03:57.980 --> 04:04.200 This is working, we can now safely delete this chat node right here. 04:04.560 --> 04:09.840 We can re-activate this one here by pressing the power button again. 04:09.840 --> 04:11.520 And it comes back on again. 04:11.520 --> 04:13.160 And we can also remove the memory. 04:13.160 --> 04:16.320 We don't care about memory since this is going to be used in a workflow. 04:16.520 --> 04:17.800 Uh delete this. 04:18.200 --> 04:19.240 Uh, there we go. 04:19.480 --> 04:20.960 And we've now tested it. 04:21.000 --> 04:25.960 We know that we can use this to collect, uh, we, uh, we're almost ready. 04:25.960 --> 04:28.520 Almost ready to go to 11, lads. 04:28.520 --> 04:29.120 One more thing to do. 04:29.160 --> 04:29.560 What is that? 04:29.560 --> 04:30.720 What's the one more thing to do? 04:30.760 --> 04:36.640 Okay, we need to add in something which is going to make sure that it replies to that webhook with 04:36.640 --> 04:39.120 whatever the the output of the agent is. 04:39.120 --> 04:45.040 So we press the plus button and it's respond to webhook is the name of the node we want to put it in 04:45.080 --> 04:49.520 there and we can say respond with the first incoming item. 04:49.520 --> 04:55.480 So respond with this which is going to give it JSON, which is going to say you currently hold two shares 04:55.480 --> 04:56.240 of Spy. 04:56.280 --> 04:58.240 That seems perfect I think. 04:58.240 --> 05:00.340 So We'll, uh, we'll leave it there. 05:00.380 --> 05:00.980 That seems good. 05:00.980 --> 05:06.740 We just need to make sure that I correctly set this up to using respond to webhook node, which I did, 05:07.020 --> 05:09.940 and this should now be almost perfect. 05:09.980 --> 05:15.020 The missing thing is that if we look here, we've still got this same connected chat trigger node. 05:15.020 --> 05:17.220 So when we first run this, it's going to fail. 05:17.260 --> 05:20.540 We're going to have to come in and fix this, which we will do. 05:20.980 --> 05:24.900 But first we go over to 11 labs and get this show on the road. 05:24.900 --> 05:26.900 So here we are back in 11 labs. 05:26.900 --> 05:29.020 We're still over in the developers section. 05:29.020 --> 05:31.940 Now we want to go back to the agents world. 05:31.940 --> 05:37.700 We're back to creating an agent in 11 labs, because we're going to have a workflow in 11 labs and in 05:37.700 --> 05:38.260 Nan. 05:38.500 --> 05:44.460 And so I'm going to press the new agent button, and we're going to go with a blank agent, and we will 05:44.460 --> 05:47.300 call it our na n agent. 05:47.580 --> 05:49.700 And we'll say create agent. 05:50.500 --> 05:52.020 And here it is. 05:52.500 --> 05:57.020 And uh, the system prompt can be you are a helpful assistant. 05:57.220 --> 06:00.570 Uh, we can We can have, uh, Eric be our person. 06:00.570 --> 06:01.530 Oh, do we want Eric? 06:01.530 --> 06:03.370 Let's have a look at who we've got. 06:03.410 --> 06:05.570 We should pick different people from time to time. 06:05.570 --> 06:06.930 We've had Jason. 06:06.930 --> 06:08.090 We've had, uh. 06:08.370 --> 06:12.570 Um, maybe we should try Russell this time. 06:13.250 --> 06:15.210 Uh, let's go with Russell. 06:15.490 --> 06:16.770 Uh, okay. 06:16.810 --> 06:17.930 And we've got more options. 06:17.930 --> 06:18.930 Should we wish them. 06:19.210 --> 06:20.370 Um, okay. 06:20.410 --> 06:26.010 And now we're going to go to the section that we I told you we would get to eventually, which is tools. 06:26.210 --> 06:26.690 Okay. 06:26.730 --> 06:28.090 So go to tools. 06:28.170 --> 06:30.370 Here we go I'm going to press Add Tool. 06:30.370 --> 06:31.730 We want to add a new tool. 06:31.730 --> 06:34.650 And the tool we're going to add is going to be a webhook tool. 06:35.290 --> 06:38.650 So uh describe the LM how and when to use the tool. 06:38.650 --> 06:44.250 So the name of the tool is going to be uh question tool. 06:44.530 --> 06:45.330 Oh that's not very clear. 06:45.330 --> 06:51.650 Let's make it a equity portfolio question tool description. 06:51.650 --> 07:00.910 Use this tool to ask uh, any question about the users? 07:01.070 --> 07:14.750 What about the users equity portfolio to a specialist assistant who should be able to answer? 07:15.310 --> 07:20.990 Okay, so the method I think we picked was was post, uh, which means we're going to be posting in 07:20.990 --> 07:23.830 some information because we have a question now it needs the URL. 07:23.830 --> 07:27.070 So let's go back to our workflow. 07:27.270 --> 07:28.670 Click on the webhook. 07:28.950 --> 07:30.510 Take the this test URL. 07:30.550 --> 07:37.350 You see there that the method is post could be post or get, but it's post back to 11 labs paste in 07:37.390 --> 07:38.390 the URL. 07:38.390 --> 07:41.950 So you see that's the URL that's been set up in the other system. 07:41.950 --> 07:44.710 And we're using that so we can call it's webhook. 07:44.710 --> 07:46.950 We can call and it ends webhook. 07:47.270 --> 07:48.590 There's a timeout time. 07:48.590 --> 07:50.710 Let's turn that up because we know it's an assistant. 07:50.710 --> 07:51.830 So it might take longer. 07:52.030 --> 07:54.150 We'll give it 60s to timeout. 07:54.710 --> 08:01.410 Uh and We are going to, um look at this. 08:01.410 --> 08:07.410 This is interesting pre tool speech force the agent speech before tool execution or let it decide automatically 08:07.410 --> 08:08.450 based on recent. 08:08.490 --> 08:13.050 Let's let's force it to say say something so that it doesn't feel like there's dead air. 08:13.370 --> 08:14.890 Uh, okay. 08:15.290 --> 08:21.370 Now this is where where things get interesting when you do a post, uh, API call. 08:21.610 --> 08:23.810 And we will have more on this in due course. 08:23.810 --> 08:29.170 But when you have a post, it means that you can pass in a body stuff that you're posting. 08:29.170 --> 08:34.090 And this gives us an opportunity to specify some information that we want to send down with it. 08:34.090 --> 08:38.930 And this is where we're going to pass in the actual question that the agent is going to ask and enter 08:38.930 --> 08:39.570 research. 08:39.610 --> 08:40.050 Okay. 08:40.090 --> 08:47.450 So first up in this body section we need to explain to the LM what information is it sending to N810. 08:47.610 --> 08:54.770 And so what we would need to say here is that this is where you describe this. 08:54.770 --> 09:04.750 This is this contains a description of the question to ask the equity. 09:07.950 --> 09:11.630 Portfolio specialist. 09:12.910 --> 09:13.470 Okay. 09:13.590 --> 09:16.270 And now there's going to be one field. 09:16.270 --> 09:18.270 It's going to be a type string. 09:18.270 --> 09:19.350 It's just text. 09:19.510 --> 09:22.190 The identifier is going to be just the word question. 09:22.510 --> 09:36.310 And the description here is going to be the specific question about the users equity portfolio for the 09:36.310 --> 09:37.470 specialist to answer. 09:39.590 --> 09:42.390 Now I'm being a little bit pedantic here. 09:42.390 --> 09:48.590 You can get away with this being much simpler and just understand that this this is how the tool will 09:48.590 --> 09:50.750 be described to the LMS. 09:50.750 --> 09:53.550 So it knows it has to specify this information. 09:53.550 --> 09:57.970 And this will be then used to make a web request to n810. 09:58.210 --> 09:59.530 That's how it's going to work. 09:59.530 --> 10:01.410 So I think we've done all we need to do here. 10:01.770 --> 10:03.650 And we can just press add tool. 10:04.610 --> 10:08.290 Oh the function that you're not allowed spaces in here. 10:08.450 --> 10:08.850 Haha. 10:09.330 --> 10:11.010 Uh let's change that. 10:13.930 --> 10:14.730 Because it's got to. 10:14.810 --> 10:15.810 It's like a function name. 10:15.850 --> 10:16.330 Okay. 10:16.490 --> 10:17.890 So I think now we should be good. 10:18.410 --> 10:18.930 Yes. 10:19.130 --> 10:19.610 Okay. 10:19.650 --> 10:21.450 Equity portfolio question tool. 10:21.650 --> 10:22.770 So let's recap. 10:22.770 --> 10:28.410 What we've done is in 11 labs we've added a tool a tool that our agent is able to use. 10:28.410 --> 10:30.050 And we've described that tool. 10:30.050 --> 10:35.650 And we know that what that tool will actually do is make a web request to a webhook for N810. 10:35.810 --> 10:37.290 That's what the tool will do. 10:37.330 --> 10:41.810 We've configured it to point it to the endpoint that we took from N810. 10:41.970 --> 10:43.890 That's that's where it will point to. 10:44.090 --> 10:50.370 And we've used natural language to describe how to, to make this web request so that the LLM can fill 10:50.370 --> 10:54.210 in the fields to pass in its question for N810. 10:54.370 --> 10:56.410 We're pretty much ready to roll.