0: Twenty twenty four will be the year of a i agents соу вот, а. Agents and to start эксплейн зэт ви хэв ту лук at the shift in the field of day. And the first shift i would like to talk you about is this move from.

1: И modules to компаунт эйай системс.

2: So on the он а limited by the dead the intern он so that in parks вот they know about the world and вот Соро так they can self.

3: They are also hard to adopt соу ю куд ту не model, but we takin' инвестмент ИНН дейда энд ин ресурсес.

4: So lets take a concrete экзампл ту стрит the pay i want to план vcation фор зе саммер энд ай вонна ноу хау мени vcation Дейс Ара май диспоз.

5: What i can do is take my query?

6: Fido and твой модел.

7: Da, can generate эйри спаатс?

8: I think we can all expect that this answer will be incorrect, because the model донт ноу ху ай эм, and does not have access to the sensitive information about me so моделс он sehr, он could be useful for a number of task as we see.

9: Report траинг ту do but the magic лок вен ай старт, билдинг системс эраунд зе модули тейк зе Модулин ту зе экзистен сессии i have so if we Возан систем ту с this i would.

10: Have to give the modal аксес ту the data base, where my vcation дэйта из сторт соу зет сейм квери вуд гет фед ИНН ту, the language model, the difference, нау из the module, would be prompted to create? A?

11: And would be your кори гоу in ту the t i have so then from that is put an энсер энд, then that would go back in to the model z can generate a sen.

12: Ill answer so may you have ten days love ten кейшн с. So that энсер за i would get here would be correct.

13: This is an example of the компаунт эйай систем n и z. Сурдин проблемс а. Бёдер солд вен ю play the principles of систем дизайн.

14: So what is dummy?

15: By the term систем ю. Can understand the multiple компонентс соу системс, а ИНН хертли module, i can have a model i can choose between т моделс лордж лэнгвич моделс эмидж generation models, but also i have программатик.

16: Come came around it so i can have a where i can have programs, дак the chance of the correct i can this i can. Combine.

17: Different тулс so when we talking about system, a i can break down what i desire my program to do and pick the right компонентс ту би эйбл, ту от and this is enhel изи ту с for.

18: Tuning e mal. So that makes this much faster and quicker to adapt.

19: Okay, so the example, i use law is an example of a system. You also might be популяр виз ретрив агенте дженерейшен вич из one of the most популяр инкомин ю систем.

20: Мост рак системс энд the example i use Бо а a defined in certain way so if i bring a very different квери летс, а ask bout the weather in this example, here its going to feel because.

21: This the part that this program has to follow из to always search my vcation полиси дейби энд the have nothing to do with the other so when we say the path to ace квери ви a talking about something called the control logic.

22: Program so компании l systems we said мост оф зем хэв, программатик контрол лоджик соу за was something that i define майселф эс the human.

23: Now lets talk about where do эджен камин.

24: One other way of controlling, the logic of the компа system is to put a lodge лэнгвидж Модлин чёрч энд зис из only possible because we sing теннис ИНН пруент ин зе кейтаб литис оф ризонинг оф d. Language modules со.

25: Language models ю can feed them, комплекс проблемс энд ю can them to down and came up with the а how to так away to think about it is on one end of the spectrum айм Телин май систем ту синк фаст.

26: Программ донт дивией Фром зе инстракшн гивен ю and on the other end of the spectrum ю дизайнин е system to think слоу соу к план так, ich парт оф зе план c where you get stuck си if you did to.

27: Just the plan so i might give you complex ken, and if you just give me the first head like, but you have if you down н u need a help to.

28: The problem and maybe Тейкин ту солит энд then we put off the logic зис из one talking about an agent тик по so lets speak даун зе эджект.

29: The first кип абилити из the ability to reason which we talk about so this is, putting the model at the core of how проблемс Арбин софт зе модул Вил би prompted to come up with the plane and to reason about each step of the process along the way.

30: Coffe же из the act, and this is done by external programs за non in the industry as to so тулз экстернал pieces of the program and the model can define Ван ту.

31: And how to call them in order to burst экзекьют зе солюшен ту the question that by us so an example of the tall куд би серч серчинг, зе вэб серчинг да Бейс ате диспос эназер экзампл куд би.

32: To do summer this can be a piece of program code that maybe а дидас зис кэн олсо би эзер лэнгвич модел зэт мэйби you train to do a translation таск энн Вон, мол, set can be able to do and.

33: Other possible Вон да или эф программ из е to access memory and the term memory kenny.

34: Couple of things so we talk about the models in through the oh, how you think oh, when you trying to problem so those энер логс кэн би 100 and can be useful to ретрив э дифферент они time but.

35: Love to make the experience мач мор персон лайт соу зе Вэй оф, конфигури же the many ways to прочёт Ван оф the more most популяр вэйс оф гоуинг эбаут ит из something called риакт вич эз ю can tell by the name.

36: Very конкрит. Вот хэппенс, вен ай конфиге, реакт эдже ю хэв ю, user кори.

37: Set get fed ИНН ту a model so and ll the lm из гивин проб соу зе инстракшн итс гивен из dont give me the first enter the popes, ту ю синк слоу план ворк.

38: And then try to execute самсинг трай ту акт n when you want to act you can fine, if you want to use x tools to help you came up with the solution, was u u two, and you get and answer мейби и give you the wrong answer.

39: Or it kim up with n r u can абзор за so that all there the answer with the термин иф и dancer the question, and or that needs to этерей он the plane and таки дифферент ли пентел ай гет ту a final?

40: Answer.

41: So lets go back, and make this very конкрит again lets talk about my vacation экзампл Эник ю can tell im really эксайд ту гоу ан Вон со, i want to take the rest of my vacation days im planning to go to floor.

42: Im planning on being out and im prone to бернинг со i wanna know what is the number of to own санскрин, за i should bring with me and this is a complex problem, so there is a first thing that a number of things.

43: The plan Ван из хани vcation д and my планинг ту тик энд мейби из информейшен зе систем, can ретри Фром, итс мемори бикоз ай ас квэшн бифор ту из хамени ауэрс дду i plan to be in the sun i said i plan to be in the lot so maybe.

44: Looking in to see the forecast for next morning florence is the expected фри из траинг мейби гоинг ту a public health веб сайт what is the end of sunken?

45: And for doing to be to to what is b x to проблем со the mix the system модулер.

46: And i cant eat this much more complex problems so going back to the concept of system systems ей the и calm может the.

47: Think about it is you have a sliding скил оф эллам отаном?

48: And you would that the person the finding the system вид экзамен what trade off they want enter апп тономии ин the system for certain problems a спешили проблемс зетта неро ввёл дефайн соу ю. Донт экспект.

49: Your system, like this one, its more official to go there are everything will be way, if i play the journey there might be террейн соу фо неро проблемс.

50: Can be more thing then going the jack, but if i expect to have a system.

51: Конфиге every single part in the system, and the ceiling the ли, the systems, прогресс в you, combine, the оо систем дизайн в and for you have an the.

52: I hope you up and please to the channel.