1 00:00:00,280 --> 00:00:05,320 So first we take a look at some code and then we go and run our trading floor. 2 00:00:05,480 --> 00:00:10,240 So I wanted to point out that there are a few settings in the EMV file that you can control. 3 00:00:10,400 --> 00:00:13,640 You need to put these in there to make sure that things work properly. 4 00:00:13,840 --> 00:00:17,240 Run every N minutes just literally like that. 5 00:00:17,280 --> 00:00:22,320 Equals 60 will make sure that it that it runs every 60 minutes. 6 00:00:22,360 --> 00:00:25,600 Actually if you if you don't include it in your M file it will default to 60. 7 00:00:25,640 --> 00:00:32,920 Anyway, run even when market is closed, is how you can make sure that it doesn't start trading all 8 00:00:32,920 --> 00:00:35,160 night overnight every every hour. 9 00:00:35,560 --> 00:00:36,720 And now I currently have this. 10 00:00:36,720 --> 00:00:38,320 True because it is Sunday right now. 11 00:00:38,320 --> 00:00:42,160 And I want to I want it to be trading and use many models. 12 00:00:42,320 --> 00:00:45,080 If it's false, it just uses Gpt4 mini. 13 00:00:45,120 --> 00:00:49,680 If it's true, it uses the models that we just saw in the user interface. 14 00:00:49,720 --> 00:00:51,920 And so obviously I have it as true. 15 00:00:52,480 --> 00:00:53,120 All right. 16 00:00:53,160 --> 00:00:56,760 And now I need to show you the class that brings it all together. 17 00:00:56,760 --> 00:01:02,670 That is wonderfully simple and is a fitting conclusion to the other material that we've covered. 18 00:01:02,990 --> 00:01:07,510 So we collect the variables that I just mentioned from the env file. 19 00:01:07,510 --> 00:01:11,070 These are the names of our agents. 20 00:01:11,390 --> 00:01:14,470 And then we simply look how short this is. 21 00:01:14,670 --> 00:01:17,150 We create our traders. 22 00:01:17,390 --> 00:01:22,590 Uh, so we create a collection of traders for each of these different traders. 23 00:01:22,950 --> 00:01:27,710 And then here is the run every n minutes function. 24 00:01:27,710 --> 00:01:29,470 This is the one that that does everything. 25 00:01:29,470 --> 00:01:30,630 It all happens here. 26 00:01:30,790 --> 00:01:33,910 We start by adding this trace. 27 00:01:33,910 --> 00:01:42,230 This is where we register that we want OpenAI agents SDK to record any traces using that log tracer 28 00:01:42,230 --> 00:01:44,910 that I created that I showed you a moment ago. 29 00:01:45,270 --> 00:01:47,710 We then create our traders as done here. 30 00:01:48,030 --> 00:01:51,470 And then there's a nice little whiletrue, uh, thing here. 31 00:01:51,470 --> 00:01:52,870 So this will keep going forever. 32 00:01:53,190 --> 00:01:59,930 Um, it will then call async gather, which you remember means that all these async methods will happen 33 00:01:59,930 --> 00:02:00,970 at the same time. 34 00:02:01,290 --> 00:02:09,050 Trader run for each of our traders so all four traders will be kicked off at the same time, and async 35 00:02:09,050 --> 00:02:12,970 IO will make sure that they all run as if as if it's multithreaded. 36 00:02:12,970 --> 00:02:18,770 But of course, what's going on is that anytime one of them is is locked on, IO is waiting for something 37 00:02:18,770 --> 00:02:22,850 to come back, another one will run that will allow them all to run. 38 00:02:23,170 --> 00:02:30,530 Uh, and uh, at the end of that, it will then sleep for the number of minutes that we specify. 39 00:02:30,970 --> 00:02:34,690 And finally there's this if name is main. 40 00:02:34,690 --> 00:02:37,810 And that's where we kick off this whole thing. 41 00:02:38,250 --> 00:02:42,130 So all that remains now is for me to actually kick this off. 42 00:02:42,290 --> 00:02:43,210 Let's do it. 43 00:02:43,210 --> 00:02:46,210 And so the time has come now to launch our trading floor. 44 00:02:46,250 --> 00:02:51,970 See these agents in action and see in particular this while true loop running. 45 00:02:52,250 --> 00:02:54,890 So I'm going to bring up a terminal. 46 00:02:54,890 --> 00:02:56,520 This is our running user interface. 47 00:02:56,520 --> 00:02:59,240 I'm going to open a new terminal window to run. 48 00:02:59,240 --> 00:03:05,320 At the same time, I'm going to change to the sixth directory and I'm going to do you've run Trading 49 00:03:05,360 --> 00:03:07,240 Floor dot Pi. 50 00:03:07,280 --> 00:03:14,800 And this is now kicking off our agent process and running our various agents. 51 00:03:14,800 --> 00:03:18,000 So it's running for different traders and their researchers. 52 00:03:18,000 --> 00:03:25,680 And right away you can see I hope that the information in these panels has started flying by. 53 00:03:25,880 --> 00:03:31,960 And this of course is our user interface tracking the traces that we have intercepted and written ourselves 54 00:03:31,960 --> 00:03:34,040 so that we can be managing the logs. 55 00:03:34,040 --> 00:03:38,600 It's being stored to a database and and showing here visibly on the user interface. 56 00:03:38,600 --> 00:03:43,200 And it is terrific fun to watch this and see autonomy in action. 57 00:03:43,240 --> 00:03:47,400 You'll see the different colors representing things like calling different MCP servers actually using 58 00:03:47,440 --> 00:03:48,240 tools. 59 00:03:48,240 --> 00:03:54,580 The red when you see it is when it's actually calling our accounts business logic, our own home grown 60 00:03:54,580 --> 00:04:00,380 MCP server and that noise, if I don't know if it comes through on this mic, but it just made a notification 61 00:04:00,380 --> 00:04:06,380 noise that one of our four traders of Warren or George or Ray or Cathy just made a trading decision 62 00:04:06,380 --> 00:04:11,780 and I got alerted about it, and they will now be off and running. 63 00:04:11,820 --> 00:04:13,540 It typically takes them a few minutes. 64 00:04:13,900 --> 00:04:20,180 Uh, thanks to the joys of async coding, they can run in parallel like this as they do their thinking. 65 00:04:20,420 --> 00:04:25,780 They will go through managing their portfolio, and down below you can see things like their current 66 00:04:25,780 --> 00:04:27,740 holdings and their recent transactions. 67 00:04:27,740 --> 00:04:30,180 So you can keep keep stock on what they're doing. 68 00:04:30,340 --> 00:04:34,220 Uh, and uh, yeah, as I say, it's uh, it's it's terrific. 69 00:04:34,260 --> 00:04:35,820 Terrific fun to see this. 70 00:04:35,820 --> 00:04:36,220 Here we go. 71 00:04:36,220 --> 00:04:36,980 We can just see here. 72 00:04:37,020 --> 00:04:43,980 Sold five AMD shares, retrieving account details and then sold three Qualcomm and bought four Nvidia 73 00:04:44,020 --> 00:04:45,540 shares as Warren. 74 00:04:45,820 --> 00:04:47,420 Uh, they do tend to love Nvidia. 75 00:04:47,620 --> 00:04:53,930 Uh, so um, which must be something to do with the researcher and some other share activity going on, 76 00:04:54,130 --> 00:04:57,930 and an update there to our to the values of the portfolios. 77 00:04:57,970 --> 00:05:03,770 Oh, and another text message I just got, which is and another one which is trading going on AMD trade 78 00:05:03,770 --> 00:05:04,530 apparently. 79 00:05:04,690 --> 00:05:08,770 Uh, and yeah, as I say, this is super addictive. 80 00:05:09,050 --> 00:05:10,890 I absolutely love watching this. 81 00:05:11,170 --> 00:05:18,250 Obviously the learning point here is to really get this very visual, very real, tangible sense of 82 00:05:18,250 --> 00:05:26,090 what it's like to have multiple agents working, uh, calling other agents and using a bunch of different 83 00:05:26,090 --> 00:05:29,050 MCP servers to achieve a commercial objective. 84 00:05:29,250 --> 00:05:35,410 Uh, and being able to use this as a way of inspecting what's going on and understanding the LM activity 85 00:05:35,410 --> 00:05:40,410 that's happening behind the scenes to allow for this trading activity. 86 00:05:40,570 --> 00:05:46,610 So hopefully when you run this yourself and get this sense, uh, you'll find it, uh, highly, highly 87 00:05:46,610 --> 00:05:50,690 educational and insightful as well as being quite a lot of fun.