WEBVTT 00:00.830 --> 00:01.970 It's remarkable. 00:01.970 --> 00:04.970 But you are now at the 95% point. 00:04.970 --> 00:07.820 There's 5% remaining of this course. 00:07.880 --> 00:13.850 Uh, maybe it's not remarkable because hopefully you're feeling like you've built up such strong skills 00:13.850 --> 00:15.800 and you're getting really experienced. 00:15.830 --> 00:21.050 You probably saw some of the problems I was having a moment ago, before I did, and knew exactly how 00:21.050 --> 00:22.010 to sort them out. 00:22.010 --> 00:25.880 So what you can now do is this long list of things. 00:25.880 --> 00:29.150 I could no longer fit it into three bullets, and I struggled to fit it into four. 00:29.180 --> 00:30.590 There's far too much stuff. 00:30.590 --> 00:35.660 I had to put structured outputs in here in the first bullet, just to try and fit it in, but there's 00:35.660 --> 00:41.090 so much that you can do across closed source and open source models, calling them in all sorts of ways 00:41.090 --> 00:43.700 now, including productionizing them. 00:43.850 --> 00:50.990 Uh, and now we change topic to talk about agent workflows Agentic frameworks. 00:51.110 --> 00:55.100 This is something that we touched on in previous weeks. 00:55.100 --> 01:00.380 Uh, we, we had, we used uh, function calling, which we said at the time is a kind of light version 01:00.380 --> 01:07.370 of, of agent workflows where you do have, um, a task that's being divided into smaller tasks with 01:07.370 --> 01:10.430 specific models carrying out tasks. 01:10.430 --> 01:15.350 And as you take that up a notch and start to get to an environment like we've been talking about this 01:15.350 --> 01:20.660 week, where you have multiple models that are all working independently, potentially being organized 01:20.660 --> 01:27.170 by a planning task, a planning agent, and then put together in some sort of a framework which has 01:27.170 --> 01:34.340 memory and which can, uh, live beyond outside the context of a human necessarily interacting with 01:34.340 --> 01:34.670 it. 01:34.700 --> 01:41.960 You're getting to a full on agentic workflow, and that is what we will be talking about next time. 01:41.960 --> 01:43.310 And I'm really excited about it. 01:43.310 --> 01:44.540 And I will see you then.