WEBVTT 00:00.040 --> 00:00.600 Okay. 00:00.640 --> 00:04.160 And next I want to save this because we're going to go build a new one. 00:04.160 --> 00:08.320 And to save it you can either just press this red save button here on a PC. 00:08.360 --> 00:12.200 It's control S on a mac, it's command S done. 00:12.200 --> 00:13.720 And then that goes to saved. 00:13.720 --> 00:16.040 And now I'm going to go and click on on personal. 00:16.040 --> 00:19.880 Or I can click on overview and come back here to this screen. 00:19.880 --> 00:22.560 It's time for us to create a new workflow okay. 00:22.600 --> 00:23.520 Create workflow. 00:23.560 --> 00:26.440 The red button up here we're going to add a first step. 00:26.440 --> 00:29.320 It's going to be as before on Chatmessage. 00:29.640 --> 00:31.600 Or I will do different things sooner or later. 00:31.800 --> 00:35.120 And then we will give ourselves another AI agent. 00:35.240 --> 00:36.480 You're getting to be a pro at this. 00:36.480 --> 00:39.200 You don't need me to tell you we're going to have simple memory. 00:39.520 --> 00:41.520 And, uh, there we go. 00:41.560 --> 00:44.440 And chat model will use OpenAI again. 00:44.440 --> 00:47.800 OpenAI chat model all set up. 00:47.800 --> 00:48.560 That's all great. 00:48.560 --> 00:49.680 We'll test it with a. 00:49.680 --> 00:50.280 Hi there. 00:52.320 --> 00:56.720 And hopefully everything is perfect okay. 00:56.760 --> 00:58.040 Time for a new tool. 00:58.080 --> 00:59.840 All right I'm going to press the plus button here. 00:59.840 --> 01:09.850 And I'm going to type email and we are going to go to the email type Gmail, consume the Gmail API. 01:09.890 --> 01:12.930 And now I come here and I say create new credentials. 01:13.130 --> 01:16.290 And we're back to this sign in with Google button. 01:16.290 --> 01:17.330 Let's give it a try. 01:17.330 --> 01:18.850 And I press this button. 01:19.090 --> 01:19.810 Up it comes. 01:19.810 --> 01:24.450 It's popped up with this box again I'm going to connect it to my business email. 01:24.450 --> 01:28.770 It could also be to my um, my my Gmail itself. 01:28.930 --> 01:31.290 I'm going to give it access to everything. 01:31.290 --> 01:32.330 And I'm going to say continue. 01:32.330 --> 01:35.410 If you're not comfortable with that, then obviously give it whatever you would like. 01:35.410 --> 01:38.690 But we're going to be always in control of what we do, and we're going to be careful with this. 01:39.010 --> 01:40.330 Um, okay. 01:40.370 --> 01:41.130 So we've done that. 01:41.130 --> 01:41.850 We've connected it. 01:41.890 --> 01:47.250 We press X, now we get to choose what tools we want to give our model access to. 01:47.290 --> 01:51.170 And you should only pick the tools that you are comfortable giving the access to. 01:51.210 --> 01:56.410 Of course, in later weeks we will talk more about security of AI agents. 01:56.410 --> 01:58.730 We'll talk about something called the Lethal Trifecta. 01:58.890 --> 02:04.740 Um, that the simplest way to make sure that you're that you're happy with what we're doing is only 02:04.740 --> 02:10.300 ever give your model access to a tool that you are comfortable for it to use, and that's what we'll 02:10.300 --> 02:10.740 do now. 02:10.780 --> 02:14.580 Okay, so it's time to set up our tool to access our Gmail. 02:14.780 --> 02:17.660 So the resource we want to look at is going to be messages. 02:17.660 --> 02:21.060 We want it to look at emails in our email operation. 02:21.060 --> 02:22.660 We don't want it to send emails. 02:22.660 --> 02:24.580 We just want it to get emails. 02:24.580 --> 02:32.100 I'm going to choose get many uh, and uh, we are going to then come down here and say we want to apply 02:32.100 --> 02:32.660 a filter. 02:32.660 --> 02:34.340 I've got a lot of emails in my inbox. 02:34.340 --> 02:35.740 I don't want it to read all of them. 02:35.900 --> 02:42.300 I want it to read anything that was received after yesterday, received in the last day. 02:42.500 --> 02:44.380 So I do received after. 02:44.660 --> 02:48.340 And now I can select a date and time and I can select yesterday. 02:48.540 --> 02:54.220 Uh, but doing that would be kind of laborious because I'd be hard coding in this platform. 02:54.260 --> 02:57.620 Yesterday's date set there, and that's kind of ugly. 02:57.620 --> 03:04.150 So I don't want to fixed thing here I want an expression, and you'll often see fields where you can 03:04.150 --> 03:06.470 flip between fixed and expression. 03:06.470 --> 03:08.230 And I'm going to click on expression. 03:08.230 --> 03:10.510 I could also click here to let the model pick a date. 03:10.510 --> 03:12.070 But I'm going to have an expression. 03:12.270 --> 03:16.870 And what I'm going to do is I'm now going to to put in here some code. 03:16.910 --> 03:20.830 This this is a low code course, not a no code course. 03:20.830 --> 03:25.190 So just occasionally you're going to see fragments of code, which for the engineers here is going to 03:25.190 --> 03:29.070 be a cinch for some of you will be stuff to to pick up as we go. 03:29.310 --> 03:34.150 And it's something where, you know, you'll, you'll basically get used to sort of copying things and 03:34.150 --> 03:36.030 getting a handle for what's going on. 03:36.190 --> 03:42.310 This is using it's so when we have code, it is mostly JavaScript code you'll be looking at. 03:42.350 --> 03:45.630 Sometimes it can use Python, but we'll be we'll be using JavaScript. 03:45.830 --> 03:50.950 And particularly when you see two curly braces like that, it means whatever's going in here is going 03:50.990 --> 03:51.910 to be JavaScript. 03:51.910 --> 03:53.270 And that's what that is. 03:53.430 --> 03:58.750 And it's something that handles dates and times using a JavaScript library called Luxon, which is one 03:58.750 --> 04:03.760 that is sort of built into NH n and was particularly easy way to handle dates and times. 04:03.760 --> 04:07.160 And I mean, you know, you can just read this and it looks pretty much like English. 04:07.160 --> 04:11.560 It's going to take now and it's going to minus one day, just as it appears to say. 04:11.600 --> 04:15.840 And below it tells you the result of running that which is in fact a day before right now. 04:16.080 --> 04:19.600 So and it even tells us a tip anything here is JavaScript. 04:19.600 --> 04:20.680 So that's what I've done. 04:20.680 --> 04:27.880 I have I have said now that I want this operation to get many messages from my Gmail account received 04:27.880 --> 04:30.120 after a day from now. 04:30.280 --> 04:32.200 Okay, so this is all pretty clear. 04:32.200 --> 04:35.320 I think we will now go back to this screen. 04:35.600 --> 04:37.640 Here we have our AI agent. 04:37.640 --> 04:39.240 It's got its OpenAI model. 04:39.240 --> 04:43.360 It's got simple memory and it's got this new mail tool. 04:43.680 --> 04:47.160 I also want to mention at this point there's this this button over here called Tidy Up. 04:47.160 --> 04:47.800 Very convenient. 04:47.800 --> 04:50.080 If I press this, it just reshuffles everything. 04:50.080 --> 04:53.560 It also resizes nicely to that's a nice little button to know about. 04:53.600 --> 04:54.000 Okay. 04:54.040 --> 04:57.160 And here we have an empty chat. 04:57.640 --> 05:00.330 First up, let's, uh, let's get an email. 05:00.330 --> 05:02.170 So here is my email program. 05:02.170 --> 05:06.810 I'm going to send an email to myself, from myself, from a different email account, from my Gmail. 05:06.970 --> 05:09.050 I'm going to say, I have exciting news. 05:09.050 --> 05:12.170 My agent in NHSN is able to read my email. 05:12.170 --> 05:13.410 This is huge. 05:13.450 --> 05:16.290 So many possibilities and I'm going to send that email. 05:16.530 --> 05:22.490 So I have I have sent that, uh, I will wait a couple of seconds for that to send, uh, going over 05:22.490 --> 05:23.130 the ether. 05:23.370 --> 05:38.730 And now now I'm going to say, uh, please read the most recent email that I received and summarize 05:40.490 --> 05:44.330 and summarize the, the the summarize what it contains. 05:46.930 --> 05:47.410 There we go. 05:47.450 --> 05:48.210 Are we ready? 05:48.250 --> 05:49.050 Off we go. 05:49.170 --> 05:50.250 We give it a run. 05:50.530 --> 05:51.210 It goes. 05:51.210 --> 05:53.130 It's connecting to Gmail. 05:53.690 --> 05:55.410 It's now using that tool. 05:58.370 --> 05:59.660 It's having a think. 06:02.820 --> 06:07.300 The most recent email you received is from Edward Donner with the subject Important News. 06:07.620 --> 06:12.740 The content snippet indicates it shares exciting news that his agent can now read his email, which 06:12.740 --> 06:15.500 he describes as huge with many possibilities. 06:15.500 --> 06:16.980 This capability opens up. 06:17.260 --> 06:17.900 Aha! 06:18.780 --> 06:19.900 So there you have it. 06:19.980 --> 06:22.380 There you see, it did in fact, work. 06:22.540 --> 06:25.860 Uh, we were able to read the email that I just sent. 06:25.860 --> 06:28.100 Our agent was able to do it. 06:28.220 --> 06:29.340 That's pretty cool. 06:29.460 --> 06:36.180 Uh, you can see now that we were able, with just a few clicks to get an agent, uh, reading emails. 06:36.180 --> 06:41.500 And as you saw, we could add more tools to be able to read them and also write them as well. 06:41.540 --> 06:41.860 Okay. 06:41.900 --> 06:44.820 And now I'm going to come up with, uh, another tool. 06:45.180 --> 06:49.940 I'd encourage you, by the way, to check the results of this tool and you'll see your recent emails 06:49.940 --> 06:50.580 appearing there. 06:50.580 --> 06:54.260 But we're going to come in here and we're going to create a new tool, another Gmail tool. 06:54.500 --> 06:59.470 This time I want it to be able to sort of send an email, but but not I want to be more careful than 06:59.470 --> 06:59.870 that. 06:59.870 --> 07:01.150 I don't want to give my lamb. 07:01.190 --> 07:03.630 Access to tools that I'm not completely comfortable. 07:03.630 --> 07:07.550 So what I'm going to do is I'm going to have it be able to create a draft resources. 07:07.550 --> 07:09.230 Draft operation is create. 07:09.230 --> 07:12.430 It can choose the subject and it will be a text email. 07:12.430 --> 07:19.270 It can choose the message, but I'm only going to allow it to be sent or to have in the two email will 07:19.270 --> 07:22.430 have to be to my other my gmail email address. 07:22.430 --> 07:24.870 I don't want it to be able, even though it's only a draft. 07:24.870 --> 07:29.630 I'm going to really constrain it because I want to be in total control of this. 07:29.990 --> 07:31.110 So that's what I've got. 07:31.230 --> 07:35.670 Uh, you could press that button if you wanted it to decide who the email was going to itself. 07:35.830 --> 07:37.110 Um, so there we go. 07:37.150 --> 07:38.550 That is what we're going to do. 07:38.590 --> 07:46.030 I'm going to now come back to here, and now I'm going to to ask my next question to my agent, okay. 07:46.070 --> 07:59.400 And I'm going to say, please draft an email that, uh, says that, uh, I very much Agree with this 07:59.400 --> 08:00.200 sentiment. 08:01.640 --> 08:04.000 This is huge news. 08:04.360 --> 08:05.320 All right. 08:05.480 --> 08:08.200 And so we're asking our agents to do that. 08:08.200 --> 08:10.840 And it's going to create a draft in Gmail. 08:10.840 --> 08:14.520 And it says the workflow has been successfully completed. 08:14.800 --> 08:16.000 Now I'm going to go and check. 08:16.160 --> 08:17.720 And I've come back into my email program. 08:17.720 --> 08:24.160 And sure enough right here, there is indeed a draft email that is coming from me to me that says, 08:24.160 --> 08:24.920 Hi Edward. 08:24.960 --> 08:28.840 I call myself by my my, my formal name, like my my parents call me. 08:29.000 --> 08:30.960 Uh, I very much agree with your sentiment. 08:30.960 --> 08:31.960 This is huge news. 08:31.960 --> 08:37.960 The possibilities ahead are truly exciting with that little dead giveaway of the long m dash as the 08:37.960 --> 08:40.760 the hint that this was a GPT generated. 08:40.760 --> 08:41.920 Best regards editor. 08:41.920 --> 08:43.360 I'm very formal with myself. 08:43.560 --> 08:45.280 Uh, but there you have it. 08:45.320 --> 08:46.600 Super simple. 08:46.600 --> 08:52.720 We got our agent to read an email and then to draft a response to it. 08:52.760 --> 08:54.720 It was all perfectly straightforward. 08:54.720 --> 08:55.600 Let's tidy this up. 08:55.600 --> 08:56.280 There we go. 08:56.320 --> 08:58.170 It was all perfectly straightforward. 08:58.170 --> 08:59.690 And of course we could have gone further. 08:59.690 --> 09:04.570 We could have had it create a new email and respond to it and save it and submit it. 09:04.930 --> 09:11.250 But we chose to be to have more constraints, to only give our agent access to the tools that we were 09:11.250 --> 09:11.810 comfortable with. 09:11.890 --> 09:17.490 In my case, only drafting an email and only drafting an email where the recipient was my own Gmail 09:17.490 --> 09:18.090 account. 09:18.090 --> 09:20.370 So I was very careful with this. 09:20.610 --> 09:25.170 And that's a good, good practice until you're comfortable that you have the right checks and balances 09:25.170 --> 09:30.210 in place, only equip your agent with tools that you are comfortable with it using. 09:30.570 --> 09:34.850 And so we have we have read email and we have drafted a response. 09:35.050 --> 09:40.370 And you can imagine, as I said to myself, the the possibilities are huge. 09:40.370 --> 09:43.290 There is so much that you could do with that. 09:43.290 --> 09:45.970 And of course in due course we will be doing so much. 09:46.330 --> 09:48.810 But baby steps, that's good enough for now. 09:49.050 --> 09:50.610 Let's let's go to the wrap. 09:50.650 --> 09:51.730 And there we have it. 09:51.730 --> 09:54.770 That completes day three of week one. 09:54.810 --> 09:58.660 We have done our first few integrations and they were juicy ones. 09:58.660 --> 10:03.260 We integrated well, you know, I say we integrated with docs, we integrated with Google Sheets, but 10:03.260 --> 10:06.260 I'm using docs in the more general sense of the Google Drive. 10:06.420 --> 10:11.940 So so we've done that integration and we integrated with email and you should be experimenting. 10:11.940 --> 10:15.780 The whole purpose of this is not just to listen to what I have to say, but to do it yourself. 10:15.780 --> 10:20.900 It's the best way to learn, the best way to build expertise, build a few workflows, look at the nodes, 10:20.900 --> 10:27.220 look at the actual tool uses and see what got passed in and what came out, and experiment with a few 10:27.260 --> 10:28.140 workflows. 10:28.340 --> 10:31.100 And tomorrow we're going to get more into integrations. 10:31.100 --> 10:32.060 We're going to do more. 10:32.100 --> 10:37.180 We're going to keep looking at the JSON and the table, and we're going to get more and more comfortable 10:37.180 --> 10:40.100 with integrating with stuff and with data. 10:40.300 --> 10:41.700 And with that. 10:41.940 --> 10:43.740 That concludes week one. 10:43.780 --> 10:44.300 Day three. 10:44.340 --> 10:47.300 Can you believe it 20% of the way through already? 10:47.340 --> 10:49.460 Maybe you can, because already we've got a lot. 10:49.500 --> 10:50.620 We've been doing lots of stuff. 10:50.620 --> 10:54.660 We've built what could basically be an automated business process already. 10:54.660 --> 10:56.740 Well, it just gets better and better. 10:56.740 --> 10:57.620 I'll see you tomorrow.