WEBVTT 00:00.320 --> 00:02.720 Hey, I'm going to walk you through Claude projects. 00:02.750 --> 00:05.120 It's something I've been using a lot recently. 00:05.120 --> 00:10.070 If you go into projects and you click Create Project, you have to do this first. 00:10.100 --> 00:12.890 You can't take an existing prompt and save it as a project yet. 00:12.890 --> 00:18.380 But this is you think of it as a type of thing that you're going to be doing regularly. 00:18.380 --> 00:23.990 So if you're finding you're using the same prompts over and over again, then it's a good idea for using 00:24.020 --> 00:24.620 a project. 00:24.620 --> 00:30.740 Here I'm just going to say like prompt engineering, tactical ideas. 00:30.740 --> 00:37.130 I want a project that kind of I can keep asking for new ideas for prompt engineering given a prompt 00:37.220 --> 00:51.470 one ideas on how to how to improve the prompt using the latest scientific techniques techniques from 00:51.500 --> 00:59.270 the Prompt report, which is a big systematic review of lots of different prompt engineering techniques. 00:59.300 --> 01:04.220 I'm going to add that content here and you can just put text in obviously, if you want to, but I'm 01:04.220 --> 01:05.900 just going to upload this here. 01:05.900 --> 01:12.290 And this is what this stuff on the right is what goes into every single chat that you have. 01:12.290 --> 01:15.920 But you can also just add content directly to that chat as well. 01:15.920 --> 01:17.840 That's the differentiation here. 01:17.870 --> 01:21.620 On the right hand side is stuff that you always want to push into the prompt. 01:21.620 --> 01:25.040 And you can see that this is quite a big PDF. 01:25.040 --> 01:28.160 So it takes up 43% of the knowledge base. 01:28.220 --> 01:31.880 But then you can still add extra stuff in here if you need to. 01:31.910 --> 01:39.740 Now I'm going to set the custom instructions and I'm going to say given a prompt template I want you 01:39.740 --> 01:53.090 to suggest potential tactics you could use with with citations to the prompt report. 01:58.010 --> 02:00.950 And as you can see, I want to suggest potential tactics. 02:00.950 --> 02:12.220 You could use to optimize the prompt prompt with citations to the prompt report and the specific change 02:13.210 --> 02:28.600 need to make to the template, as well as some evidence that the technique works based on findings I 02:28.630 --> 02:31.210 described in the prompt report. 02:33.490 --> 02:34.150 Cool. 02:34.180 --> 02:34.570 All right. 02:34.570 --> 02:35.830 So that's just a basic one. 02:35.830 --> 02:38.650 We're going to we can iterate that on that if we want. 02:38.680 --> 02:43.750 I'm just going to say tell a funny joke about topic. 02:45.850 --> 02:48.280 And I'm just going to say optimize this prompt template. 02:59.080 --> 02:59.740 Okay. 03:00.220 --> 03:02.320 Now let's see how it does. 03:06.160 --> 03:14.140 And as a reminder, it is using because it's in part of this project, is using the system message, 03:14.140 --> 03:19.330 and it is using the specific paper that we uploaded the prompt report. 03:19.330 --> 03:23.380 So you can see here that it's actually got the full context. 03:23.380 --> 03:27.850 So add a role to the prompt role prompting a new template. 03:27.850 --> 03:35.230 And then it's given some evidence with a specific quote from the prompt report. 03:35.230 --> 03:36.280 So really cool. 03:36.460 --> 03:37.840 Add style instructions. 03:37.870 --> 03:39.700 Add chain of thought message. 03:43.450 --> 03:43.810 Cool. 03:43.840 --> 03:45.430 Few shot prompting. 03:47.170 --> 03:47.440 Yeah. 03:47.440 --> 03:48.700 So it's got a few different ideas. 03:48.730 --> 03:52.390 This is pretty cool because now we have an evidence based strategy. 03:52.420 --> 03:58.150 We can come up with new ideas, we can iterate on the prompt, and if it gives us results that we don't 03:58.150 --> 04:02.950 really want, then we can go back and and change that as we need. 04:02.980 --> 04:11.070 We could go back to the specific system prompt, you could say, only give me three ideas. 04:12.780 --> 04:17.220 And now if we say optimize this prompt template. 04:19.770 --> 04:25.050 Tell me a funny joke about topic. 04:27.450 --> 04:29.340 And then hopefully it just give us three ideas. 04:29.370 --> 04:29.880 Now. 04:35.430 --> 04:40.320 We're all prompting style instructions and few shot prompting. 04:40.350 --> 04:40.500 Yeah. 04:40.530 --> 04:41.700 Good suggestions. 04:42.060 --> 04:42.780 Cool. 04:42.810 --> 04:43.050 All right. 04:43.080 --> 04:44.850 So that's how I use projects. 04:44.850 --> 04:49.440 And you can use it for lots of different things like I have you can have a project with a bunch of your 04:49.440 --> 04:50.520 writing samples. 04:50.520 --> 04:52.230 So you could write in your writing style. 04:52.260 --> 04:53.490 That's quite helpful. 04:53.610 --> 04:59.790 You can have a project with all the different titles of your blog posts, and you can use that to generate 04:59.820 --> 05:01.110 new title ideas. 05:01.230 --> 05:06.810 Really use it for any situation where you're going to be using the same prompt and the same context 05:06.810 --> 05:07.590 again and again.