1 00:00:02,780 --> 00:00:03,440 Okay. 2 00:00:03,440 --> 00:00:08,150 Let's see this initial operations in the Lang Smith platform. 3 00:00:08,150 --> 00:00:15,530 How to create a free account, how to create a new project, and how to see the traces of your project. 4 00:00:15,650 --> 00:00:17,090 In the notebook. 5 00:00:17,120 --> 00:00:26,090 You have very detailed explanations, but let's see how these work in the, uh, in the platform. 6 00:00:26,090 --> 00:00:35,570 So in order to create a free account in Lang Smith, you go to Smith Dot Lang Chain.com it's very easy. 7 00:00:35,570 --> 00:00:38,540 You, uh, just log in as. 8 00:00:39,400 --> 00:00:44,530 Usual, then how to create a new language myth project? 9 00:00:44,530 --> 00:00:45,190 This is. 10 00:00:45,190 --> 00:00:50,950 This can be a little tricky because you can do this in many ways. 11 00:00:52,220 --> 00:00:59,840 A what do we normally do is we just start a launching project. 12 00:00:59,840 --> 00:01:09,710 And in the dotenv file we include the a m variables of a Lang Smith. 13 00:01:09,710 --> 00:01:17,420 For example, when we started this project, uh, what we did was to enter. 14 00:01:18,510 --> 00:01:26,130 And these, uh, variables in the dot env file associated with our long chain project. 15 00:01:26,130 --> 00:01:26,700 Right. 16 00:01:26,700 --> 00:01:34,290 So you will have to, uh, change this with your Lamb-smith API key. 17 00:01:34,320 --> 00:01:37,500 You can have it here in the settings area. 18 00:01:37,500 --> 00:01:39,090 Very easy to get. 19 00:01:39,090 --> 00:01:43,320 And you can change the name of your long chain project. 20 00:01:43,320 --> 00:01:49,380 If you don't include this variable long chain project, the name of your project is going to be default. 21 00:01:49,680 --> 00:01:58,950 This can be a little bit annoying because if you don't use a name in your project and the default name 22 00:01:58,950 --> 00:02:03,660 is, uh, assigned to your project whenever you start a new project. 23 00:02:03,660 --> 00:02:08,400 And if you do the same, both of them are going to be under the name default. 24 00:02:08,400 --> 00:02:09,900 So it's going to be a bit messy. 25 00:02:09,900 --> 00:02:14,100 So I would encourage you to enter the name of the project. 26 00:02:14,370 --> 00:02:16,650 So this is what we usually do. 27 00:02:16,650 --> 00:02:20,640 So in the dot m file we include these uh variables. 28 00:02:20,640 --> 00:02:21,540 And that's it. 29 00:02:21,540 --> 00:02:27,930 That's the disconnects your launching project with your Langschmidt project. 30 00:02:27,930 --> 00:02:31,890 But you have different ways of starting a project. 31 00:02:32,310 --> 00:02:38,880 And as you will see, you also have different ways of working with Lang Smith, because as you already 32 00:02:38,880 --> 00:02:43,590 know, you can use Lang Smith even if you don't use a Lang chain. 33 00:02:43,590 --> 00:02:49,470 So how you do that here, you have some, uh, interesting, uh, notes about that. 34 00:02:49,470 --> 00:02:54,000 So normally one LM app is associated with one project. 35 00:02:54,000 --> 00:02:58,620 But in reality a project can be associated with any collection of threads. 36 00:02:58,620 --> 00:02:59,790 This is interesting. 37 00:02:59,790 --> 00:03:07,770 We normally use one project for one Lang Smith project for one Lang chain project. 38 00:03:07,770 --> 00:03:11,670 But as you can see you have different possibilities. 39 00:03:12,060 --> 00:03:19,200 So one way of creating a new project is clicking here in the new project and in the project page you 40 00:03:19,200 --> 00:03:20,460 will see four tabs. 41 00:03:20,460 --> 00:03:25,170 Well, this is what you are going to see in whatever project you you open. 42 00:03:25,170 --> 00:03:31,290 You have the traces tab, you have the LM calls, you have all runs, which is not here. 43 00:03:31,290 --> 00:03:34,050 So in fact they are five. 44 00:03:34,080 --> 00:03:41,100 Then you have the monitor and then you have the setup here in the setup is where you can copy this if 45 00:03:41,100 --> 00:03:41,580 you want. 46 00:03:41,580 --> 00:03:45,480 And you have here you have some instructions to do that as well. 47 00:03:45,480 --> 00:03:50,820 You also have some links here in the notebook with more explanations for different cases. 48 00:03:50,820 --> 00:03:59,940 So in the setup you know if you follow these instructions you create an API key, select the desired 49 00:03:59,940 --> 00:04:01,320 runtime environment. 50 00:04:01,320 --> 00:04:10,200 And you can use Lang Smith with a Lang chain app, as we do using the SDK, SDK, Python or TypeScript 51 00:04:10,200 --> 00:04:11,970 or via the API. 52 00:04:12,000 --> 00:04:21,450 So this is just to remind you that we can use, uh, all the long chain tools in the Python environment 53 00:04:21,450 --> 00:04:24,120 or also in the JavaScript environment. 54 00:04:24,120 --> 00:04:27,090 We if you remember, we we talked about that before. 55 00:04:27,090 --> 00:04:33,480 Initially it was all Python in the in the here we have a typo. 56 00:04:33,930 --> 00:04:39,840 Uh, initially it was all Python, you know, uh, in the artificial intelligence world. 57 00:04:39,840 --> 00:04:47,610 But now since we are having more and more full stack applications, we are having more and more JavaScript. 58 00:04:47,610 --> 00:04:54,300 So all the artificial intelligence platform are starting to, to to prepare a version for JavaScript 59 00:04:54,300 --> 00:04:54,690 as well. 60 00:04:54,690 --> 00:05:02,220 And as you know, TypeScript, TypeScript is just a sophisticated way of using JavaScript. 61 00:05:02,220 --> 00:05:06,180 So this interesting note the. 62 00:05:06,180 --> 00:05:13,650 Here we explain how to use Lang Smith with Lang chain app, with a Lang chain app to know about the 63 00:05:13,650 --> 00:05:14,580 other options. 64 00:05:14,580 --> 00:05:17,280 Here you have an interesting link to to check. 65 00:05:17,280 --> 00:05:24,660 Okay, so you have a link to the Tracing Lang Smith Tracing quick start guide. 66 00:05:24,660 --> 00:05:25,980 Very interesting guide. 67 00:05:25,980 --> 00:05:32,400 There are um I think it's easy to follow to use Lang Smith with a Lang chain app. 68 00:05:32,400 --> 00:05:35,310 See step by step guide here. 69 00:05:35,430 --> 00:05:36,810 Here you have another link. 70 00:05:36,810 --> 00:05:39,390 So you create a new virtual environment. 71 00:05:39,390 --> 00:05:41,670 This is recommended always. 72 00:05:41,670 --> 00:05:43,200 We install lang chain. 73 00:05:43,200 --> 00:05:46,170 If you don't have it in the virtual environment. 74 00:05:46,170 --> 00:05:55,950 And then you set the language with environment variables you can use uh the you can set the Lang Smith 75 00:05:55,950 --> 00:06:04,740 variables via terminal, which is not very common, or via dot m file as we explained before. 76 00:06:04,740 --> 00:06:05,070 Okay. 77 00:06:05,070 --> 00:06:07,230 So via terminal or via dotenv file. 78 00:06:07,230 --> 00:06:13,890 And then you can start running a whatever LM application you are working in okay. 79 00:06:13,890 --> 00:06:17,790 So of course you will have to add the dot m file with your. 80 00:06:18,050 --> 00:06:18,590 Project. 81 00:06:18,590 --> 00:06:20,330 You know how to do this. 82 00:06:20,330 --> 00:06:22,010 We do this in every exercise. 83 00:06:22,010 --> 00:06:29,720 If you remember, the first cell, in every exercise we do in a notebook is associating the dot m file 84 00:06:29,720 --> 00:06:33,410 with the notebook, then a. 85 00:06:34,890 --> 00:06:35,250 Here. 86 00:06:35,460 --> 00:06:37,380 Create a new language myth API key. 87 00:06:37,410 --> 00:06:38,520 We already covered that. 88 00:06:38,520 --> 00:06:40,830 Copy your API key in the file. 89 00:06:40,830 --> 00:06:46,890 Okay, this is where you have to enter your API key and then use the dot m file in your landscape. 90 00:06:47,040 --> 00:06:47,640 Okay. 91 00:06:48,060 --> 00:06:51,960 Second, a initial operation. 92 00:06:51,960 --> 00:06:55,290 How to see the traces of your project. 93 00:06:55,980 --> 00:07:00,600 So I have already showed you if you click. 94 00:07:01,760 --> 00:07:03,860 On any of your projects. 95 00:07:05,480 --> 00:07:08,600 You will be presented with a list of traces. 96 00:07:09,080 --> 00:07:15,500 Okay, so you go to projects, your project name and go to the traces tab. 97 00:07:15,830 --> 00:07:19,490 Click on each trace to see the trace details. 98 00:07:19,490 --> 00:07:21,620 Input latency. 99 00:07:21,620 --> 00:07:24,260 Is it in the test data set? 100 00:07:24,260 --> 00:07:25,910 Does it have annotations? 101 00:07:25,910 --> 00:07:30,680 Some of these things we see we can see them in the table. 102 00:07:30,680 --> 00:07:32,210 You see here. 103 00:07:32,210 --> 00:07:38,780 You can uh uh you can determine what columns you want to see okay. 104 00:07:38,780 --> 00:07:42,050 But right now the default columns we are seeing. 105 00:07:42,050 --> 00:07:50,270 So as the latency, well the input, the latency of the trace if it is in the test data set or not, 106 00:07:50,270 --> 00:07:57,740 if it has, if it is included in the annotation queue, the number of tokens is using the cost, uh, 107 00:07:57,740 --> 00:07:58,610 etc.. 108 00:07:58,610 --> 00:07:59,270 Okay. 109 00:07:59,660 --> 00:08:04,070 And if we have any tag or metadata etc.. 110 00:08:04,280 --> 00:08:13,670 So this is the way you see, uh, this is the way you create a new account, you create a new project 111 00:08:13,670 --> 00:08:16,760 and you see the traces of your project. 112 00:08:16,760 --> 00:08:25,190 In the next lesson, we are going to see how to solve with Lang Smith the challenges of the prototyping 113 00:08:25,190 --> 00:08:28,340 phase that would be in the next lesson.