Ingabe abasebenzi bakho balinda amahora amaningi ocingweni ukuze bavule ithikithi le-IT? Ingabe balinda umenzeli ukuthi ahlole inkinga, ngezinye izikhathi edinga ukuqalisa kabusha ikhompuyutha? Ukunikeza ukwesekwa okuhle kakhulu kwe-IT kubalulekile kunoma iyiphi inhlangano, kodwa amasistimu amafa athembele kakhulu kuma-agent angabantu ukuba atholakale ukuze akhiphe imibiko kanye nezinkinga zokuhlola. Ingxoxo ye-AI (noma i-chatbots) ingasiza ekuhloleni ezinye zalezi zinkinga ezivamile ze-IT futhi idale ithikithi lemisebenzi lapho kudingeka usizo lomuntu. Ama-Chatbot axazulula ngokushesha izinkinga zebhizinisi ezivamile, athuthukise ulwazi lwabasebenzi, futhi akhulule isikhathi sama-ejenti ukuze asingathe izinkinga eziyinkimbinkimbi.
QnABot ku-AWS iyisixazululo somthombo ovulekile esakhiwe kusetshenziswa izinsiza zomdabu ze-AWS ezifana I-Amazon Lex, Isevisi ye-Amazon OpenSearch, I-AWS Lambda, I-Amazon Transcribe, Futhi I-Amazon Polly. Inguqulo ye-QnABot 5.4+ nayo ithuthukisiwe nge amandla okukhiqiza we-AI.
Ngokusho kukaGartner Magic Quadrant 2023, ServiceNow ungomunye wabahlinzeki abahamba phambili be-IT Service Management (ITSM) emakethe. I-ServiceNow's Incident Management isebenzisa ukugeleza komsebenzi ukuhlonza, ukulandelela, nokuxazulula izehlakalo zesevisi ye-IT ezinomthelela omkhulu.
Kulokhu okuthunyelwe, sibonisa indlela yokuhlanganisa i-QnABot kusixazululo se-AWS chatbot ne-ServiceNow. Ngalokhu kuhlanganiswa, abasebenzisi bangaxoxa ne-QnABot ukuze bahlole izinkinga zabo zesevisi ye-IT futhi bavule ithikithi lesigameko ku-ServiceNow ngesikhathi sangempela ngokunikeza imininingwane ku-QnABot.
Buka ividiyo elandelayo ukuze ubone ukuthi abasebenzisi bangabuza kanjani imibuzo kwi-chatbot yedeskithophu yesevisi ye-IT futhi bathole izimpendulo. Emibuzweni evame ukubuzwa, izimpendulo ze-chatbot zingasiza ukuxazulula inkinga. Uma umsebenzisi enquma ukuthi izimpendulo ezinikeziwe azisizo, angacela ukudalwa kwethikithi ku-ServiceNow.
Ukubukwa kwesisombululo
I-QnABot ku-AWS iyi-chatbot eneziteshi eziningi, enezilimi eziningi ephendula imibuzo, izimpendulo, kanye nempendulo yekhasimende lakho. I-QnABot ku-AWS iyisixazululo esiphelele futhi ingafakwa njengengxenye yokugeleza komsebenzi wakho wamathikithi we-IT Service Desk. Izakhiwo zayo ezisabalalisiwe zivumela ukuhlanganiswa nezinye izinhlelo ezifana ne-ServiceNow. Uma ufisa ukwakha i-chatbot yakho usebenzisa i-Amazon Lex noma wengeze i-Amazon Lex kuphela njengengxenye yohlelo lwakho lokusebenza, bheka Hlanganisa i-ServiceNow ne-Amazon Lex chatbot yokucubungula amathikithi.
Umdwebo olandelayo ubonisa isakhiwo sesixazululo.
Uhlelo lokusebenza luhlanganisa lezi zinyathelo ezilandelayo:
- Umlawuli we-QnABot angalungisa imibuzo esebenzisa i-Content Designer UI elethwa nguye I-Amazon API Gateway futhi Isevisi ye-Amazon Simple Storage (I-Amazon S3).
- Umsebenzi Wokuklama Okuqukethwe kwe-Lambda ulondoloza okokufaka kusevisi ye-OpenSearch kunkomba yebhange yombuzo.
- Lapho abasebenzisi be-QnABot bebuza imibuzo ekhuthaza ukuhlanganiswa kwe-ServiceNow, i-Amazon Lex ilanda imibuzo bese icela umsebenzisi ukuthi anikeze incazelo yenkinga. Uma incazelo inikezwa, ibiza umsebenzi we-Lambda.
- Umsebenzi we-Lambda ulanda izimfihlo kuwo Umphathi Wezimfihlo we-AWS, lapho okuguquguqukayo kwendawo kugcinwa khona, futhi kwenza ikholi ye-HTTP ukuze udale ithikithi ku-ServiceNow. Inombolo yethikithi ibe isibuyiselwa kumsebenzisi.
Lapho wakha ukugeleza komsebenzi okuxilonga, ungase udinge okokufaka emibuzweni eyahlukene ngaphambi kokuthi udale ithikithi ku-ServiceNow. Ungasebenzisa amabhothi okuphendula kanye namakhono okuhlanganisa amadokhumenti e-QnABot ukuze uzuze leli khono.
Amabhothi okuphendula ama-bot adalwe ukuze athole impendulo kubasebenzisi futhi awagcine njengengxenye yeziguquko zeseshini noma njengengxenye yamanani e-slot. Ungasebenzisa i-bot yokuphendula eyakhelwe ngaphakathi noma udale i-bot yokuphendula ngokwezifiso. Amagama e-chatbot yokuphendula kufanele aqale ngezinhlamvu โQNA.โ
Lesi sixazululo sinikeza isethi ye-bots yokuphendula eyakhelwe ngaphakathi. Bukela ku Ilungiselela i-chatbot ukubuza imibuzo nokusebenzisa ama-bots wokuphendula ukuze uthole imininingwane yokusetshenziswa.
Ungasebenzisa uchungechunge lwemibhalo ukuze uthole impendulo futhi ucele imisebenzi ye-Lambda. Umthetho wokuhlanganisa uyinkulumo yohlelo ye-JavaScript esetshenziselwa ukuhlola inani lesibaluli seseshini esisethwe ukuze kutholwe impendulo kanye nendlela eya kwenye i-bot noma kunxenxe imisebenzi ye-Lambda. Ungakwazi ukubona umbuzo olandelayo kudokhumenti ngokuhlonza i-ID yombuzo (QID) ecaciswe ku- I-Document Chaining:Chaining Rule inkambu njenge-'QID::' kulandelwa inani le-QID ledokhumenti. Isibonelo, umthetho ohlola ku-โQID::Admin001โ uzohambisana nento ethi Admin.001.
Uma usebenzisa umthetho wokuhlanganisa we-Lambda, igama lomsebenzi kufanele liqale ngezinhlamvu โQNA,โ futhi licaciswe ku- I-Document Chaining:Chaining Rule inkambu njenge-'Lambda::FunctionNameorARN'. Yonke imithetho yamaketango kufanele ifakwe esicaphuni esisodwa.
Sebenzisa isisombululo se-QnABot
Qedela izinyathelo ezilandelayo ukuze usebenzise isisombululo:
- Khetha Yethula Isixazululo ku-QnABot umhlahlandlela wokuqalisa ukuze usebenzise ithempulethi yakamuva ye-QnABot nge I-AWS CloudFormation.
- Nikeza igama le-bot.
- Nikeza i-imeyili lapho uzothola khona i-imeyili yokusetha kabusha iphasiwedi yakho.
- Qiniseka ukuthi Nika amandla i-CognitoLogin isethelwe weqiniso.
- Kuwo wonke amanye amapharamitha, yamukela okumisiwe (bona i- umhlahlandlela wokuqalisa ngezincazelo zepharamitha), bese wethula isitaki se-QnABot.
Lokhu okuthunyelwe kusebenzisa ikhasi lewebhu elimile elisingathwe kulo Ama-Amazon CloudFront, kanye ne-chatbot ye-QnABot ishumekwe ekhasini kusetshenziswa i Isampula ye-plugin ye-Amazon Lex web UI. Futhi sinikeza imiyalelo yokuhlola lesi sixazululo sisebenzisa ikhasi leklayenti le-QnABot.
Dala i-akhawunti ye-ServiceNow
Lesi sigaba sidlula ezinyathelweni zokudala i-akhawunti ye-ServiceNow kanye nesibonelo sikanjiniyela we-ServiceNow:
- Okokuqala, bhalisela i-akhawunti ye-ServiceNow.
- Iya ku-imeyili yakho futhi uqinisekise leli kheli le-imeyili le-ID yakho ye-ServiceNow.
- Njengengxenye yokuqinisekisa, uzocelwa ukuthi unikeze ngekhodi yokuqinisekisa enezinhlamvu eziyisithupha ethunyelwe ku-imeyili yakho.
- Ungeqa ikhasi elikucela ukuthi usethe ukuqinisekiswa kwezinto ezimbili. Uqondiswe kabusha ekhasini lokubikezela ngohlelo lwe-ServiceNow Developer.
- In the Ukuqalisa izinyathelo, khetha Yebo, ngidinga i-IDE eqondiswe kunjiniyela.
- Khetha Qala Ukwakha ukusetha isibonelo.
Uma ukwakhiwa sekuqediwe, okungathatha imizuzwana embalwa ukuya emaminithini, uzonikezwa i-URL yesibonelo, igama lomsebenzisi, nemininingwane yephasiwedi. Londoloza lolu lwazi ukuze ulusebenzise ezinyathelweni zakamuva.
- Ngena ngemvume kusayithi usebenzisa i-URL elandelayo (hlinzeka ngesibonelo sakho):
https://devXXXXXX.service-now.com/now/nav/ui/classic/params/target/change_request_list.do
.
Qiniseka ukuthi uhlala ungene ngemvume kusibonelo sikanjiniyela we-ServiceNow kuyo yonke inqubo.
Uma uphumile, sebenzisa i-imeyili nephasiwedi yakho ukuze ungene futhi futhi uvuse isenzakalo futhi uvimbele ukulala ubuthongo.
- Khetha Zonke kubha yokuzulazula, bese ukhetha izigameko.
- Khetha Zonke ukususa zonke izihlungi.
Zonke izigameko zizovezwa kuleli khasi.
Dala abasebenzisi ku-ServiceNow kanye nephuli ye-Amazon Cognito
Ungadala isigameko usebenzisa i-userid yomsebenzisi we-chatbot. Ngalokho, sidinga ukuqinisekisa ukuthi i-userId yomsebenzisi we-chatbot ikhona ku-ServiceNow. Okokuqala, sidala umsebenzisi we-ServiceNow, bese sidala umsebenzisi one-ID efanayo ku- I-Amazon Cognito iphuli yomsebenzisi. I-Amazon Cognito iyisevisi ye-AWS yokuqinisekisa amaklayenti nokuhlinzeka ngemininingwane ye-AWS yesikhashana.
- Dala umsebenzisi we-ServiceNow. Qiniseka ukuthi ufaka igama, isibongo, ne-imeyili.
Qaphela i-ID yomsebenzisi yomsebenzisi osanda kwakhiwa. Uzodinga lokhu lapho udala umsebenzisi we-Amazon Cognito endaweni yokubhukuda yabasebenzisi.
- Kukhonsoli ye-Amazon Cognito, khetha Amachibi abasebenzisi kufasitela lokuhambisa.
Uma usebenzise i-plugin yewebhu ye-Amazon Lex ye-UI, uzobona amagama amabili wabasebenzisi be-pool; uma ungazange, uzobona igama lephuli lomsebenzisi elilodwa kuphela.
- Khetha iphuli yabasebenzisi enegama lakho le-QnABot futhi dala umsebenzisi omusha. Sebenzisa i-userId efanayo neyomsebenzisi we-ServiceNow.
- Uma usebenzisa i-Amazon Lex web UI, dala umsebenzisi endaweni efanelekile yabasebenzisi be-Amazon Cognito ngokulandela izinyathelo ezedlule.
Qaphela ukuthi i-Id yomsebenzisi oyidalile izosetshenziselwa iklayenti le-QnABot kanye neklayenti le-Amazon Lex Web UI.
Dala umsebenzi we-Lambda wokucela i-ServiceNow
Kulesi sinyathelo, udala umsebenzi we-Lambda ocela i-ServiceNow API ukuthi idale ithikithi.
- Ku-console ye-Lambda, khetha Imisebenzi kufasitela lokuhambisa.
- Khetha Dala umsebenzi.
- Khetha Umbhali kusukela ekuqaleni.
- Ukuze Umsebenzi igama, faka igama, njenge
qna-ChatBotLambda
. (Khumbula ukuthi i-QnABot idinga isiqaloqna-
egameni.) - Ukuze Isikhathi sokudlala, khetha I-Node.js 18.x.
Lo msebenzi we-Lambda udala indima entsha. Uma ufuna ukusebenzisa indima ekhona, ungashintsha okuzenzakalelayo Ubunikazi be-AWS Nokuphathwa Kokufinyelela (IAM) indima yokwenza ngokukhetha Sebenzisa indima ekhona.
- Khetha Dala umsebenzi.
- Ngemva kokudala umsebenzi, sebenzisa umhleli ongaphakathi ukuze uhlele ikhodi ye-index.js.
- Chofoza ngakwesokudla
index.js
futhi uyiqambe kabusha ukuzeindex.mjs
. - Faka ikhodi elandelayo, okuyisampula yekhodi yomsebenzi owusebenzisayo njengesendlalelo sokubala sokuqonda kwethu:
Lo msebenzi usebenzisa i-ServiceNow Incident API. Ukuze uthole ukwaziswa okwengeziwe, bheka Dala isigameko.
- Khetha Sebenzisa ukuze usebenzise le khodi ku-$LATEST inguqulo yomsebenzi we-Lambda.
- Use Ukucushwa ithebhu, ku Okuguquguqukayo kwemvelo isigaba, engeza okulandelayo:
-
- Engeza
SERVICENOW_HOST
ngenanidevXXXXXX.service-now.com
. - Engeza
SERVICENOW_USERNAME
ngenaniadmin
.
- Engeza
-
- Kopisha umsebenzi we-Lambda ARN. Uzoyidinga ngokuhamba kwesikhathi.
Isinyathelo esilandelayo ukugcina igama lakho lomsebenzisi nephasiwedi ye-ServiceNow kokuthi Umphathi Wezimfihlo.
- Kukhonsoli Yesiphathi Sezimfihlo, dala imfihlo entsha.
- Khetha Olunye uhlobo lwemfihlo.
- Engeza amapheya akho enani elingukhiye njengoba kukhonjisiwe bese ukhetha Olandelayo.
- Ukuze Igama eliyimfihlo, faka igama elichazayo (lalokhu okuthunyelwe, servicenow/password). Uma ukhetha igama elihlukile, buyekeza inani le-const
secret_name
kukhodi yokusebenza ye-Lambda. - Khetha Olandelayo.
- Shiya Lungiselela ukuzungezisa ngokuzenzakalelayo bese ukhetha Olandelayo.
- Buyekeza ulwazi oluyimfihlo bese ukhetha Isitolo.
- Kopisha i-ARN yemfihlo esanda kwakhiwa.
Manje ake sinikeze izimvume ze-Lambda kuMphathi Wezimfihlo.
- Ekhasini lomsebenzi we-Lambda, yiya ku- Ukulungiselelwa ithebhu bese uzulazulela ku- Izimvume ingxenye.
- Khetha igama lendima yokwenza ukuze uvule ikhasi le-IAM lendima.
- Kunqubomgomo elandelayo esemgqeni, hlinzeka nge-ARN yemfihlo oyidalile ngaphambilini:
Lungiselela ukulungiselelwa kwe-QnABot
Kulesi sigaba, siqala ngokudala imibuzo yolwazi sisebenzisa isici semibuzo se-QnABot. Sibe sesidala i-bot yokuphendula ecela impendulo kumsebenzisi uma ecela usizo. Le bot isebenzisa uchungechunge lwemibhalo ukuze ishayele enye i-bot, futhi icupha i-Lambda ukuthi idale ithikithi le-ServiceNow.
Ukuze uthole ulwazi olwengeziwe mayelana nokusebenzisa i-QnABot nge-generative AI, bheka Thumela umbuzo wokuzisiza we-AI okhiqizayo uphendula usebenzisa i-QnABot kusixazululo se-AWS esinikwa amandla yi-Amazon Lex nge-Amazon Kendra, kanye ne-Amazon Bedrock.
Yakha umbuzo wolwazi 1
Dala umbuzo wolwazi wokufaka isofthiwe:
- Kukhonsoli ye-AWS CloudFormation, zulazulela kusitaki se-QnABot.
- Use Imiphumela tab, bese uvule isixhumanisi
ContentDesignerURL
. - Ngena ngemvume kumklami wokuqukethwe we-QnABot usebenzisa imininingwane yomqondisi.
- Khetha Engeza ukwengeza umbuzo omusha.
- Khetha qna.
- Ukuze I-ID yento, faka isofthiwe.001.
- Ngaphansi Imibuzo/Amazwi, faka okulandelayo:
- Ngaphansi Impendulo, faka impendulo elandelayo:
- Nweba Advanced bese ufaka umbhalo ofanayo kuwo Impendulo ye-Markdown.
- Shiya okunye njengokuzenzakalelayo, bese ukhetha Dala ukulondoloza umbuzo.
Yakha umbuzo wolwazi 2
Manje udala umbuzo wesibili wolwazi.
- Khetha Engeza ukwengeza umbuzo omusha.
- Khetha qna.
- Ukuze I-ID yento, ngena
knowledge.001
. - Ngaphansi Imibuzo/Amazwi, ngena
Want to learn more about Amazon Lex
. - Ngaphansi Impendulo, faka impendulo elandelayo:
- Nweba Advanced bese ufaka impendulo efanayo ngaphansi Impendulo ye-Markdown.
- Shiya okunye njengokuzenzakalelayo, bese ukhetha Dala ukulondoloza umbuzo.
Yakha umbuzo wolwazi 3
Qedela izinyathelo ezilandelayo ukwengeza omunye umbuzo wolwazi:
- Khetha Engeza ukwengeza umbuzo omusha.
- Khetha qna.
- Ukuze I-ID yento, ngena
password.reset
. - Ngaphansi Imibuzo/Amazwi, faka Ngidinga ukusetha kabusha iphasiwedi yami.
- Ngaphansi Impendulo, faka impendulo elandelayo:
- Nweba Advanced bese ufaka umbhalo ofanayo we Impendulo ye-Markdown.
- Khetha Dala ukulondoloza umbuzo.
Dala i-bot yempendulo
Qedela izinyathelo ezilandelayo ukuze udale i-bot yokuqala yokuphendula, eletha impendulo:
- Khetha Engeza ukwengeza umbuzo omusha.
- Khetha qna.
- Ukuze I-ID yento, ngena
ElicitResponse.001
. - Ngaphansi Imibuzo/Amazwi, ngena
Please create a ticket
. - Ngaphansi Impendulo, faka impendulo elandelayo:
- Nweba Advanced bese uzulazula uye ku- Thola Impendulo ingxenye.
- Ukuze Thola Impendulo: ResponseBot Hook, ngena
QNAFreeText
. - Ukuze Thola Impendulo: Isibaluli Seseshini Yempendulo Isikhala Segama, ngena
short_description
.
Lokhu kudala slot okuthiwa short_description
esithwebula impendulo noma incazelo yesigameko. Lesi sikhala sisebenzisa i-QNAFreeText eyakhelwe ngaphakathi, esetshenziselwa ukuthwebula umbhalo wamahhala.
- Ukuze I-Document Chaining: I-Chaining Rule, ngena
QID::item.002
. Lokhu kufanele kube ngezingcaphuno ezilodwa. Khumbula lo mthetho wokuhlanganisa ongawusebenzisa lapho udala uchungechunge lwemibhalo yakho. - Shiya okunye njengokuzenzakalelayo.
- Khetha Dala ukulondoloza umbuzo.
Dala uchungechunge lwedokhumenti
Manje sakha uchungechunge lwamadokhumenti ku-QnABot oluzocupha umsebenzi we-Lambda ukuze udale ithikithi futhi uphendule ngenombolo yethikithi. I-document chaining ikuvumela ukuthi ubophe ama-bots amabili ngokusekelwe kumthetho owumisile. Qedela izinyathelo ezilandelayo:
- Khetha Engeza ukwengeza umbuzo omusha.
- Khetha qna.
- Ukuze I-ID yento, ngena
item.002
. Lokhu kufanele kufane nevelu ye-QID enikezwe emthethweni wochungechunge lwedokhumenti ngaphambilini. - Ngaphansi Imibuzo/Amazwi, ngena
servicenow integration
. - Ngaphansi Impendulo, faka impendulo elandelayo:
- In the Advanced ingxenye, engeza umsebenzi we-Lambda ARN we I-Lambda Hook.
- Khetha Dala ukulondoloza umbuzo.
Hlola i-QnABot
Ukuze uhlole iklayenti elizenzakalelayo le-QnABot, qedela lezi zinyathelo ezilandelayo:
- Khetha imenyu yezinketho kokuthi Umklami Wokuqukethwe bese ukhetha Iklayenti le-QnABot.
Iklayenti le-QnABot lizovula kuthebhu entsha yesiphequluli.
- Ngena ngemvume usebenzisa izifakazelo zomsebenzisi ezisanda kwakhiwa ukuze uqale ukuhlola.
Uma uhlela ukusebenzisa i-Amazon Lex Web UI ekhasini elingashintshi, landela le miyalo.
- Khetha isithonjana sengxoxo ngaphansi kwekhasi ukuze uqale ingxoxo.
- Ukuze ungene ngemvume, khetha Ngena ngemvume kwimenyu.
Uzoyiswa ekhasini lokungena ngemvume.
- Nikeza
userId
idalwe ngaphambili. - Ngokungena kokuqala, uzocelwa ukuthi usethe kabusha iphasiwedi yakho.
- Manje singahlola i-chatbot ngezimo zokusebenzisa isibonelo. Esimweni sethu sokuqala sokusebenzisa, sifuna ukufunda nge-Amazon bese sifaka umbuzo othi "Ngifuna ukufunda nge-Amazon Lex, unganginika ulwazi ngayo?" I-QnABot inikeza ividiyo nezinye izixhumanisi ezinsizeni.
- Esibonelweni sethu esilandelayo, sidinga ukufaka isofthiwe kukhompuyutha yethu ephathekayo, bese sibuza "Unganginika imiyalelo yokufaka isofthiwe." I-QnABot iyaqonda ukuthi umsebenzisi ucela usizo lokufaka isofthiwe futhi inikeza izimpendulo ezivela ebhange lolwazi. Ungakwazi ukulandela leyo miyalelo futhi ufake isofthiwe oyidingayo.
- Ngenkathi ufaka isofthiwe, kuthiwani uma ukhiye iphasiwedi yakho ngenxa yemizamo eminingi ehlulekile yokungena ngemvume? Ukuze ucele ukusethwa kabusha kwephasiwedi, ungabuza โNgidinga ukusetha kabusha iphasiwedi yami.โ
- Ungase udinge usizo olwengeziwe lokusetha kabusha iphasiwedi futhi ufune ukudala ithikithi. Kulokhu, faka okuthi โSicela udale ithikithi.โ I-QnABot icela incazelo yenkinga; ungafaka "setha kabusha iphasiwedi." I-QnAbot idala ithikithi elinencazelo enikeziwe futhi inikeza inombolo yethikithi njengengxenye yempendulo.
- Ungaqinisekisa ukuthi ithikithi lesigameko ladalwa kukhonsoli ye-ServiceNow ngaphansi izigameko. Uma ithikithi lingaboniswa ekhasini lokuqala, sesha inombolo yethikithi usebenzisa ibha yamathuluzi yosesho.
Hlanza
Ukuze ugweme ukuzitholela izindleko ezizayo, susa izinsiza ozidalile. Ukuze uthole imiyalelo yokukhipha i-plugin yesisombululo se-QnABot, bheka ku Khipha isisombululo.
Isiphetho
Ukuhlanganisa i-QnABot ku-AWS ne-ServiceNow kunikeza isisombululo sokugcina sokusekelwa kwamakhasimende okuzenzakalelayo. Ngamakhono ezingxoxo e-QnABot e-AI okuqonda imibuzo yamakhasimende kanye nezici zokulawula izigameko eziqinile ze-ServiceNow, izinkampani zingakwazi ukuhlela ukudalwa nokulungiswa kwamathikithi. Ungakwazi futhi ukunweba lesi sixazululo ukuze ubonise uhlu lwamathikithi adalwe umsebenzisi. Ukuze uthole ulwazi olwengeziwe mayelana nokufaka lezi zindlela kuma-bots akho, bheka QnABot ku-AWS.
Mayelana Ababhali
Sujatha Dantuluri uyi-Senior Solutions Architect eqenjini lase-US lezakhamuzi zase-AWS. Uneminyaka engaphezu kuka-20 yesipiliyoni sokusekela uhulumeni wezohwebo kanye nohulumeni. Usebenzisana eduze namakhasimende ekwakheni nasekuklameni izixazululo ezibaluleke kakhulu zemishini. Ube nesandla nakumazinga e-IEEE.
UMaya Haile ungumakhi Wezixazululo kwa-Amazon Web Services ozinze endaweni yase-Washington, DC. Kuleyo ndima, usiza amakhasimende omkhakha womphakathi ukuthi afeze izinjongo zawo ngezixazululo eziklanywe kahle ku-AWS. Unesipiliyoni seminyaka engu-5 esihlanganisa ukunakekelwa kwezempilo okungenzi nzuzo, imidiya nokuzijabulisa, nokudayisa. Ugqozi lwakhe ukusebenzisa i-AI ne-ML ukusiza amakhasimende omkhakha womphakathi ukufeza izinhloso zawo zebhizinisi nezobuchwepheshe.
- I-SEO Powered Content & PR Distribution. Khuliswa Namuhla.
- I-PlatoData.Network Vertical Generative Ai. Zinike Amandla. Finyelela Lapha.
- I-PlatoAiStream. I-Web3 Intelligence. Ulwazi Lukhulisiwe. Finyelela Lapha.
- I-PlatoESG. Ikhabhoni, I-CleanTech, Amandla, Environment, Ilanga, Ukuphathwa Kwemfucuza. Finyelela Lapha.
- I-PlatoHealth. I-Biotech kanye ne-Clinical Trials Intelligence. Finyelela Lapha.
- Source: https://aws.amazon.com/blogs/machine-learning/integrate-qnabot-on-aws-with-servicenow/