الذكاء الاصطناعي ماشي معقد #ai #artificialintelligence #technology

ila kanou kaydoukhou kaykalimat dyal al AI ri7 m3aya wa7ed jouj d9ay9 wghnchr7hm lek kamlin 3ndna awwel 7aja li howa LLM li howa f7al lmoutour dyal toumoubil howa li kay7rek kolchi howa li kifhom wkijiw daba had lmoutour dyal toumoubil bach kan7rkouh khassna lfouloun lfoulou howa lbroumbt f l7ala dyal al AI hadik lbroumbt li kan7et hiya li katkhli kifach had al LLM ymchi wach ghadi ymchi lhad ljha ghaymchi lhad ljha ghadi ymchi mzyan maymchich mzyan

hiya li katkhlih kifach ymchi f ach katkounsayk f toumoubil kaykoun 3ndk bzzaf dyal lma3loumat li katchouf ch7al ba9i lik dyal tri9 ch7al ghadi ch7al 3ndk dyal lkazwar kdlk f al AI katkoun 3ndna wa7ed l9dia li smitha lkountikst wyndouz had lkountikst wyndouz hiya li katkhlik tchouf ch7al dyal lklmat kaychouf lmoutour f wa7ed la c'est mtla y9der ychouf nes mliwn Token wla y9der ychouf mliwn token hiya li katkhlik t3ref

ch7al lmoutour kaychouf f had l7ala nta daba khddam biha al AI agent howa lkoundiktour howa li kaytsrf f lmoutour kat3ti lhadaf howa kay9rer lkhtwat li ghadi ykhdm bihm bach ydir hadak lhadaf f ach katmchi l lkraj lmikanik kaychouf listourik wkay3rf chno daz 3la toumoubil kdlk lmimouri wla ragh l'agent kayrje3 chi base dyal lma3loumat bach kyajoutiha l lkountikst bach y9der ychoufhom lmoutour bach y9der yjawbk a7sn tari9a wykoun 3ndo

ma3loumat kafia ah tri9 howa al API b7al mtla lmoutour kaybghi y9ra chi aymayl khasso ydouz 3la had tri9 bach ymchi l Gmail bach y9ra had lemail wla mtla bgha yajouti chi 7aja f lkaloundriy khasso ymchi tri9 dyal lkaloundriy bach y9der yajouti diha wla y9oulk chno kayn f lkaloundriy kayn MCPP li howa daba wla standar dyal lkouniksiwn MCP kaykhli les agents kaydouyw m3a des tools bach kiwliw ydirou b wa7ed tari9a standard

Entre-pi qui est li sibatou b7al l9dia dyal USB C li wla daba m3yar 3almi dyal les câbles w dyal les connexions walakin bach nkhdmou bih mzyan khassna wa7ed lworkflow li howa tri9 kifach nmchiw mn n9ta A n9ta B AI machi se7 howa wa7ed système 9ed ma fhemti had système mzyan 9ed ma t9der tkhdm bih mzyan kan m3akm ywsf w hada ma kar w salam 3likom