- I-AWS iqhubela phambili i-AI phambili kunye neearhente ezintsha ezizimeleyo kunye nobuchule obuphambili kwiAmazon Bedrock AgentCore.
- I-Agent ye-Kiro Autonomous, i-AWS yoKhuseleko ye-AWS, kunye ne-AWS DevOps Agent isebenza njengamalungu abonakalayo ophuhliso, ukhuseleko kunye neqela lokusebenza.
- I-AgentCore ibandakanya imigaqo-nkqubo yolwimi lwendalo, inkumbulo yomxholo, kunye novavanyo oluzenzekelayo ukulawula nokuphucula ukusebenza kwee-arhente zeshishini.
- Isiseko esitsha kunye ne-Trainium3 chips kunye ne-Trainium4 chips ezizayo zifuna ukulinganisa ukuthunyelwa kwee-agent ezizimeleyo ngokunciphisa iindleko kunye nokusetyenziswa kwamandla.
Iinkonzo zeWebhu zeAmazon wenze inyathelo lokuzihlanganisa njenge inkokeli kwiiarhente ezizimeleyo kwilifu layoUkudibanisa iinkonzo zesoftware entsha kunye nehardware yobunini eyilelwe ukulinganisa ubukrelekrele bokwenziwa kweshishini. At re:Invent 2025, inkampani Ibonise uthotho lwezaziso ezijolise ekwenzeni ukuba nawuphi na umbutho usasaze amawaka okanye izigidi zeearhente ezikwaziyo ukusebenza ngokuqhubekayo. kwi-AWS.
Olu tshintsho lucwangcisiweyo lubuyisela incoko nje malunga neemodeli ezivelisayo kwimvelaphi kwaye iyiqhubela phambili. I-AI ejolise kwisenzoIinkqubo ezicwangcisa, ezithatha isigqibo, kwaye zenze imisebenzi entsonkothileyo ngokubeka esweni okuncinci. Kwiinkampani zaseSpain naseYurophu, apho ukulawulwa kunye nokukhuselwa kwedatha kubaluleke kakhulu, isiphakamiso se-AWS sixhomekeke... ulawulo lokhuseleko olulungiswe kakuhle, ulawulo, kunye nokusebenza kakuhle kwamandlaimiba ephambili yokukwazi ukwamkela ezi arhente ngomlinganiselo omkhulu.
Isizukulwana esitsha searhente ezizimeleyo kwi-AWS
Kwinkomfa eyayibanjelwe eLas Vegas, i-AWS yachaza i-Agentic AI njengenyathelo elikhulu elilandelayo kushishino: Iiarhente ze-AI ezikwaziyo ukuqiqa okuguquguqukayo, zisebenza iiyure okanye iintsuku kunye nokulungelelanisa imisebenzi enzima ngaphandle kwesidingo sokuhlengahlengiswa rhoqo. Ithisisi yenkampani kukuba, kwixesha elizayo, Inkampani nganye iya kuba neebhiliyoni zeearhente zangaphakathi egubungela phantse nawuphi na umsebenzi onokucinga.
Ezi nkqubo zohlukile kubancedisi bemveli kuba Abavelisi nje isicatshulwa okanye ikhowudikodwa kwakhona Bacwangcisa ukuhamba komsebenzi, baqulunqa izixhobo zangaphandle, kwaye benze izigqibo kwiindawo ezitshintshayo. Kwimibutho emininzi yaseYurophu, le ndlela ivula umnyango wokuzenzekelayo yonke into ukusuka kwiinkqubo zenkonzo yabathengi ukuya kwimisebenzi ye-back-office, ngaphandle kokuba ulawulo olungqongqo lugcinwa phezu kweengozi, ukuthotyelwa kunye nobumfihlo.
Ngokutsho kwe-AWS, imakethi ye-Agentic AI inokunyuka phezulu kwishumi leminyaka elizayo, kunye noqikelelo esele lubeka ixabiso layo amakhulu eebhiliyoni zeerandiInkampani igxininisa ukuba injongo yayo "kukwenza idemokhrasi" ukufikelela kwezi arhente, zibavumela ukuba benze njalo Ii-SME kunye neenkampani ezinkulu ukuze bakwazi ukuzisebenzisa ngaphandle kokufuna ukuzakhela iziseko ezingundoqo ezixabisa kakhulu.
Le ndlela ibaluleke kakhulu kumacandelo alawulwayo aseYurophu, afana nebhanki, i-inshurensi, inkathalo yezempilo, okanye ulawulo lukarhulumente, apho i-automation ifuna. ukulandeleka, imigaqo-nkqubo ecacileyo, kunye nokongamela kwabantu enokuphicothwa ngabalawuli.
I-Amazon Bedrock AgentCore: iziko lemithambo-luvo yeearhente zeshishini
Into ephambili yendlela ye-AWS yile Amazon Bedrock AgentCore, iqonga layo le uyila, usasaze kwaye ulawule iiarhente ze-AI kwiindawo zamashishini. I-AgentCore ithathwa njengomaleko ophakathi odibanisa iimodeli, idatha yenkampani, kunye nezixhobo zoshishino kunye iindlela zolawulo nokhuseleko ezilungiselelwe imveliso.
Enye yenkqubela phambili ephambili Umgaqo-nkqubo, ekhoyo kwimboniso, evumela amaqela ukuba achaze imida yesenzo ngokusebenzisa ulwimi lwendaloEsikhundleni sokubhala imithetho enzima yobugcisa, umphathi unokucacisa, umzekelo, ukuba i-arhente Musa ukuvuma iimbuyekezo ezidlula isixa esithile ngaphandle kophononongo lomntu, okanye oko kungafikeleli koovimba abathile bedatha enovakalelo.
Le migaqo-nkqubo idibanisa ne-AgentCore Gateway ukuya vala ngokuzenzekela izenzo ezaphula izikhokeloisebenza njengomaleko wokhuseleko othintela ukusebenza okungagunyaziswanga ngeenkqubo ezifana neSalesforce, iSlack, okanye ezinye izicelo ezibalulekileyo. Kwiinkampani zaseYurophu ezinezibophelelo phantsi kwe-GDPR okanye ummiselo we-EU AI wexesha elizayo, olu hlobo lwe Ulawulo lwegranular nolufundekayo Sisiqwenga esibalulekileyo sokunciphisa iingozi ezisemthethweni.
Enye into entsha ephawulekayo Imemori ye-AgentCore, exhobisa iiarhente nge inkumbulo yomxholo we-episodicLo msebenzi uvumela iinkqubo ukuba zikhumbule ulwazi olufanelekileyo kumsebenzisi ngamnye okanye ukusetyenziswa kwemeko-ezifana nokukhethwa kokuhamba, umxholo weprojekthi, okanye iziganeko ezidlulileyo-ukwenza izigqibo ezingcono kwixesha elizayo, ngaphandle kokuzilungisa kwakhona kwintsebenziswano nganye.
Ngaxeshanye, Uvavanyo lwe-AgentCore Yazisa abali-13 abavavanyi abalungiselelwe kwangaphambili abalinganisa imilinganiselo efana ne ukhuseleko, ukuchaneka, ukusetyenziswa ngokufanelekileyo kwezixhobo, okanye umgangatho weempenduloNgombulelo kolu hlolo luqhubekayo, amaqela angabona ukwehla kokusebenza okanye ukutenxa okunokwenzeka kokuziphatha kwaye ahlengahlengise iiarhente ngaphandle kokwenza ezazo iinkqubo zovavanyo ukusuka ekuqaleni.
Iiarhente zeFrontier: I-Kiro, i-Arhente yoKhuseleko kunye ne-DevOps Agent njengabalingane abatsha
Ukwakha kwi-AgentCore, i-AWS iqalise iklasi entsha yee-arhente ezibizwa abameli bomdayenzelwe ukusebenza njenge amalungu virtual ophuhliso, ukhuseleko, kunye namaqela ukusebenzaUluvo kukuba bayayeka ukuba zizixhobo ezisebenza-nye kwaye babe ngamacandelo asisigxina kumjikelo wobomi besoftware.
Eyokuqala yile Kiro Autonomous AgentI-Kiro ilungiselelwe uphuhliso lwesoftware. Ngokungafaniyo nabancedisi bekhowudi esisiseko, i-Kiro ithatha indlela ephezulu kakhulu. "uphuhliso oluqhutywa ngokukodwa"Ngaphambi kokubhala ikhowudi, i-arhente Yenza iimfuno, amaxwebhu obugcisa, kunye nezicwangciso zomsebenzi eneenkcukacha, ukunciphisa iimpazamo zokuphucula kunye noyilo.
UKiro unako velisa, hlaziya kwaye ugcine iikhowudi ezipheleleyoOku kuquka amaxwebhu kunye novavanyo lweyunithi, ukugcina umxholo oqhubekayo kwiiseshoni zonke, kunye nokufunda kwizicelo zokutsalwa kunye nempendulo yomphuhlisi. Oku kukuvumela ukuba ulungise imiba ukusuka Ukusuka kuhlelo lwebug ukuya kutshintsho oluchaphazela oovimba abaninzibesoloko benikezela ngeziphakamiso zabo njengokuhlelwa okanye ukutsalwa kwezicelo apho iqela linokuziphonononga.
Ukuqala kwetekhnoloji kunye neenkampani zenqanaba lokukhula laseYurophu, olu hlobo lwearhente lubonisa isithembiso. nciphisa imijikelo yonikezelo kunye nabaphuhlisi basimahla kwimisebenzi ephindaphindwayoNangona kunjalo, ukwamkelwa kuya kufuna ukuphononongwa kweenkqubo zangaphakathi, imingcipheko yokuxhomekeka kwezobuchwepheshe, kunye nemigaqo-nkqubo yekhowudi eyenziwe yi-AI.
Ilungu lesibini losapho ngu Ummeli woKhuseleko we-AWS, wakhawulwa njenge injineli yokhuseleko ebonakalayoLe arhente iphonononga amaxwebhu okwakha, ihlalutya izicelo zokutsalwa, kwaye ivavanya izicelo ngokuchasene nemigangatho yokhuseleko lwangaphakathi kunye nobuthathaka obaziwayo, ukunceda beka phambili imingcipheko echaphazela ishishini ngokwenene endaweni yokuvelisa uluhlu olungenasiphelo lwezaziso zegeneric.
Iarhente yoKhuseleko ye-AWS iphinda iguqule uvavanyo lokungena lube yinkonzo efunwayo, enokuthi kufuneka zenziwe rhoqo kwaye ngexabiso eliphantsi kunovavanyo lwezandla lwesintu. Iziphumo zibandakanya izindululo zekhowudi yolungiso, eziququzelela ngokukhawuleza ukulungisa iingxaki ezibhaqiweyo, into ebaluleke kakhulu iimeko ezilawulwayo ezifana neebhanki zaseYurophu okanye i-fintech.
Intsika yesithathu ithi AWS DevOps Agentigxile ekusebenzeni ngokugqwesileyo. Le arhente "kwifowuni" xa kwenzeka iziganeko, usebenzisa idatha evela izixhobo ezifana IAmazon CloudWatch, Dynatrace, Datadog, New Relic okanye Splunk, kunye ne-runbooks kunye nekhowudi yokugcina, ukukhomba oyena nobangela weengxaki.
Ukongeza ekuphenduleni kwiziganeko, i-AWS DevOps Agent ihlalutya iipateni zembali zokusilela Inika iingcebiso zokuphucula ukubonwa, ukulungiswa kweziseko zophuhliso, ukomeleza imibhobho yokuhanjiswa, kunye nokwandisa ukomelela kwezicelo. Ngaphakathi kwe-Amazon, le ndlela sele ilawule amawaka okunyuka kwangaphakathi, kunye nenqanaba lokuchongwa kwesizathu sokuba inkampani ithi idlula i-80%.
Izibonelelo ze-Trainium3 kunye nendlela eya kwi-Trainium4 ukunika amandla ii-arhente ezizimeleyo
Ukuzibophelela kwe-AWS kwii-arhente ezizimeleyo kukwaxhaswa luhlengahlengiso olukhulu lweziseko zophuhliso. Inkampani iye yatyhila i Trainium3 chip kunye Trainium3 UltraServers, eyenzelwe ngokukodwa qeqesha kwaye uqhube iimodeli ezinkulu ze-AI ngokusebenzisa amandla aphantsi.
I-Trainium3 yenziwe nge Itekhnoloji ye-nanometer ye-3 kwaye idibanisa kwiiseva ezikwaziyo ukwenza amaqela ukuya kuthi ga Iitshiphusi ezili-144 kwiyunithi enyeNgokutsho kwe-AWS, ezi UltraServers zibonelela ngaphezu amaxesha amane isantya kunye amaxesha amane inkumbulo xa kuthelekiswa nesizukulwana sangaphambili, ngokunjalo a I-40% ephezulu yokusebenza kwamandla, into ephambili ekuquletheni iindleko zombane kumaziko edatha.
I-Architecture ivumela uxhulumaniso amawaka e-UltraServers kwinethiwekhi ukuphumeza uqwalaselo ngokufikelela Isigidi esinye seTrainium3 chips sisebenza kunyeEsi sikhundla silungiselelwe imibutho efuna ukuqeqesha iimodeli zemida kunye nokuthumela ii-agent eziphezulu, into enokuba luncedo kakhulu kubaboneleli abakhulu baseYurophu beenkonzo zedijithali, iibhanki, okanye unxibelelwano lomnxeba.
Phakathi kwabathengi bokuqala abaye bavavanya i-Trainium3 Anthropic, LLM Karakuri, SplashMusic okanye DecartEzi nkampani ziye zazama ukunciphisa iindleko zokucinga kunye nokukhawulezisa amaxesha oqeqesho. Nangona ezi meko zigxile ikakhulu eMelika, iqhinga le-AWS libandakanya ukuzisa obu buchule kubathengi behlabathi ngokunjalo, kuquka nabo baseYurophu.
Ngexesha elide, i-AWS ikuqinisekisile oko I-Trainium4 sele iphuhliswaEsi sizukulwana silandelayo sithembisa uphuculo olukhulu ekusebenzeni kwekhompyuter-kunye nokukhula okuphindaphindekileyo kwiFP4 kunye neFP8-kunye I-bandwidth ephezulu yememori kumaza alandelayo emodeli kunye neearhente. Umba ofanelekileyo ngabo Ukuhambelana okulindelekileyo kunye neNvidia NVLink FusionOku kufuneka kwenze kube lula ukudibanisa ii-Nvidia GPUs kunye neetshiphusi zeTrainium kwisiseko esifanayo.
Oku kusebenzisana kujolise ekutsaleni abaphuhlisi abasebenza nabo I-CUDA kunye ne-Nvidia ecosystemsukubavumela ukuba bathumele izicelo esele zilungiselelwe ezi GPUs kwisiseko esixubeneyo esidibanisa iAmazon kunye nezixhobo zeqela lesithathu, ezinokuthi zinciphise iindleko ngaphandle kokulahlekelwa ukufikelela kumathala eencwadi kunye nezixhobo ezisekiweyo.
Ishishini le-AI ecosystem, amahlakani, kunye nokwandiswa kwemodeli
Ukuxhasa ukuthunyelwa kwee-arhente zayo ezizimeleyo, i-AWS iyandisa Inkqubo yendalo yamahlakani kunye neenkonzo ezihambelanayoKwinkqubo yayo ye-AWS AI Competency Partners, inkampani iye yazisa iindidi ezintsha ezigxile kwi-AI ye-arhente abaqaphela ababoneleli abaziingcali kwizisombululo ezizimeleyo kwinqanaba loshishino.
Ikhathalogu yedijithali Indawo yeMarike ye-AWS Ikwabandakanya izinto ezintsha ezisekelwe kwi-AI, ezifana ne imowudi yomenzeli yophendlo lwencoko, vakalisa unikezelo lwabucala ukwenza ngokuzenzekelayo uthethathethwano ngexabiso kunye izisombululo zemveliso ezininzi ukuba iinkonzo iqela ababoneleli ezahlukeneyo, kuquka Iiarhente ze-AI zilungele ukuthunyelwa.
Kwindawo yamava abathengi, IAmazon Connect yongeza izinto ezintsha ezingama-29 ezithembele kwiiarhente ezizimeleyo ukuba zinike ilizwi elizenzekelayo, uncedo lwexesha lokwenyani, kunye nohlalutyo lokuxela kwangaphambili. Olu hlobo lwesakhono lubaluleke kakhulu kumaziko onxibelelwano kunye nababoneleli ngenkonzo yabathengi abasasazwa kulo lonke elaseYurophu abajonge kuyo ukunciphisa amaxesha okulinda kunye nokuphucula umgangatho wenkonzo ngaphandle kokwandisa abasebenzi ngesantya esifanayo.
Ukongeza, i-AWS ibandakanyiwe Iimodeli ezintsha ezili-18 zobunzima obuvulekileyo kwiAmazon Bedrock...kwinto eyichaza njengolwandiso olukhulu lweemodeli ukuza kuthi ga ngoku. Ezi ziquka: IMistral Enkulu 3 kunye neMinistral 3 evela kwiMistral AI -inkampani yaseYurophu enobukho obuqinileyo kwi-EU-, ngokunjalo IGemma 3 kaGoogle, iMiniMax's M2, Nvidia's Nemotron, kunye neOpenAI's GPT OSS SafeguardPhakathi kwabanye. Olu luhlu luvumela iinkampani ukuba zikhethe imodeli ehambelana neemfuno zabo, iimfuno zokuthobela, kunye nokukhethwa kolongamo lwedatha.
Kubathengi abafuna iziseko zophuhliso ezizinikeleyo, i Iifektri ze-AWS AI Banikezela ngokuthunyelwa kwe-AI kumaziko abo edatha, ukudibanisa ii-Nvidia GPUs, iitshiphusi zeTrainium, kunye neenkonzo ezinjengezo. IAmazon Bedrock vs iAmazon SageMaker AINangona ezi zisombululo ziyilelwe imibutho emikhulu, zinokuba nomtsalane kumaqumrhu aseYurophu anolawulo oluqinileyo okanye izithintelo zokuhlala zedatha.
Ukhuseleko, ulawulo kunye nokwamkelwa kweearhente kwiYurophu
Ngaphandle kwezakhono zobugcisa, i-AWS izama ukuphendula ukhuseleko kunye neenkxalabo zokuthotyelwa ezikhapha ukusasazwa kwee-arhente ezizimeleyo. Kule ndawo, sele ifumaneka ngokubanzi AWS Ukhuseleko Hub, edibanisa imiqondiso evela kwiinkonzo ezifana ne-GuardDuty, i-Amazon Inspector okanye i-Amazon Macie ukunika kufutshane nexesha lokwenene lohlalutyo lomngcipheko kunye nokulungelelanisa imisebenzi yokhuseleko lwamafu.
Isisombululo I-Amazon GuardDuty eyandisiweyo yokuFumana iSongelo yandisa umda wayo IAmazon EC2 kunye neAmazon ECSukubonelela ngombono obanzi wokulandelelana kokuhlaselwa okuyinkimbinkimbi kunye nokuququzelela ukulungiswa ngokukhawuleza. Olu hlobo lwesixhobo luhambelana neenjongo zeenkampani ezininzi zaseYurophu automate inxalenye yesiganeko impendulo ngaphandle kokulahlekelwa kukulandeleka okufunwa ngabalawuli kunye nophicotho.
Kwangaxeshanye, i-AWS igxininisa ukuba ii-arhente zayo aziyithathi indawo yokongamela abantu, kodwa zisebenze njenge ukwandiswa kwezixhobo ezikhoyoIiarhente zeFrontier zithathwa njengezixhobo ekwabelwana ngazo ezifunda kumxholo wombutho ngamnye, ukuziqhelanisa nemigangatho yomgangatho, ukhuseleko, kunye nokuthotyelwa-into ebuthathaka ngakumbi kwiimarike ezifana neSpain, apho ii-SMEs zidla ngokuba nazo. ukhuseleko oluncinci kunye nezixhobo ze-DevOps.
Intsebenziswano yeqhinga i-AWS isayine kunye neenkampani zehlabathi-ezifana IBlackRock, iNissan, iSony, iAdobe okanye iVisa-ukuqinisa umyalezo wabo wokuba ii-arhente ezizimeleyo zinokudityaniswa kwimisebenzi ebalulekileyo emikhulu. Nangona uninzi lwezi zivumelwano zibhengezwe kwezinye iimarike, kulindeleke ukuba Iziphumo zayo zandisa kwii-subsidiaries kunye nokusebenza eYurophu, ukukhawulezisa ukwamkelwa kwezakhiwo ezifanayo kwiinkampani zendawo.
Kumashishini aseYurophu, umba ophambili uya kuba yindlela yokulinganisa inzuzo kwimveliso kunye nesantya sokuthunyelwa kunye neemfuno zemimiselo emitsha ye-EU AI, eya kufuna. Uvavanyo lwempembelelo, ukungafihli kunye nolawulo lomngcipheko kwiinkqubo ezenza izigqibo ezizenzekelayo ezineziphumo ezibalulekileyo ebantwini.
Ngale ndibaniselwano yeearhente ezintsha zomda, ubuchule obuphambili kwi-Amazon Bedrock AgentCore, kunye nesiseko esiqiniswe ngeTrainium3-kunye neTrainium4 yexesha elizayo-AWS izama ukuzibeka njengeqonga lokubhekisa ukwakha, ukulawula, kunye nokulinganisa ii-arhente ezizimeleyo efini. Kwiinkampani zaseSpain nakwiYurophu iphela, isitshixo siya kuba kukuvavanya ukuba le nkqubo yezinto eziphilayo iyabavumela ukuba bakhawulezise inguqu yabo yedijithali ngaphandle kokulahlekelwa ngumbono wokhuseleko, ukuthotyelwa kunye neemfuno ezifanelekileyo ezichaza umgaqo okhoyo kunye noqoqosho.
Ndingumntu othanda itekhnoloji ojike umdla wakhe we "geek" waba ngumsebenzi. Ndichithe ngaphezulu kweminyaka eli-10 yobomi bam ndisebenzisa itekhnoloji yokusika kwaye ndikhenkceza ngazo zonke iintlobo zeenkqubo ngenxa yokufuna ukwazi okumsulwa. Ngoku ndiqeqeshelwe ubugcisa bekhompyutha nakwimidlalo yevidiyo. Oku kungenxa yokuba ngaphezu kweminyaka emi-5 ndibhalela iiwebhusayithi ezahlukeneyo kwitekhnoloji kunye nemidlalo yevidiyo, ndisenza amanqaku afuna ukukunika ulwazi oludingayo ngolwimi oluqondakalayo kuye wonke umntu.
Ukuba unayo nayiphi na imibuzo, ulwazi lwam lusuka kuyo yonke into enxulumene nenkqubo yokusebenza yeWindows kunye ne-Android yeefowuni eziphathwayo. Kwaye ukuzinikela kwam kukuwe, ndihlala ndikulungele ukuchitha imizuzu embalwa kwaye ndikuncede usombulule nayiphi na imibuzo onokuba nayo kweli lizwe le-intanethi.