AI i-agent
Ithegi yethuluzi le-AIEZZ
Ubheka imikhiqizo ye-AI enethegi ethi “AI i-agent”, enemiphumela efanayo engu-17.
RibbiUmsizi ohlakaniphile we-AII-Ribbi ingumsizi ohlakaniphile we-AI osebenza esipheqululini, owenzelwe abadali bokuqukethwe, abathengisi be-e-commerce abawela imingcele, amabhizinisi amancane naphakathi, kanye nochwepheshe bezokumaketha. Ihlanganisa ukuqoqwa kwemibono, ukukhiqizwa kokuqukethwe nokuphathwa kwenqubo yokudala. Abasebenzisi bangafaka izixhumanisi noma imibono ebhalwe ngolimi olujwayelekile, bahlele izinto eziyizibonelo echibini lezinto zokwakha, bese besebenzisa zona ukukhiqiza umbhalo, izithombe, umsindo noma amavidiyo. Bangaphinde basebenzise noma bahlele amakhono okudala aphindaphindwayo. Ilungele amaqembu nabantu abadinga ukukhiqiza njalo okuqukethwe kwezokuxhumana, i-e-commerce nemikhiqizo. Umkhiqizo unikeza izinhlelo zamahhala nezikhokhelwayo; imiphumela ekhiqiziwe isadinga ukuhlolwa umuntu, ikakhulukazi ukunaka ukunemba kwamaqiniso, indlela umkhiqizo oziveza ngayo kanye namalungelo okusebenzisa izinto zokwakha.068.2
VectorizeUmsizi ohlakaniphile we-AIIVectorize iyisendlalelo sememori sama-agent e-AI esakhelwe phezu kwe-Hindsight, esibhekiswe kubathuthukisi bezinhlelo ze-AI abadinga umongo wesikhathi eside, emaqenjini ezobuchwepheshe ezinkampani nakubahlanganisi bezinhlaka zama-Agent. Abathuthukisi bangayixhuma ezinhlelweni zokweseka amakhasimende, kubasizi bangaphakathi, ezinhlelweni ezenzelwe umuntu ngamunye kanye nasezinhlelweni zokubambisana ezinemijikelezo eminingi besebenzisa i-MCP, i-REST API noma i-Python SDK. Lokhu kwenza ama-agent agcine izintandokazi zabasebenzisi, izinqumo zangaphambilini nolwazi olutholwe ekuxhumaneni, bese ebuyisa ulwazi olufanele emisebenzini elandelayo. Uhlelo luphinde lusekele ukuguqula izingcingo ezihlulekile nokulungiswa okwenziwa abasebenzisi kube ulwazi olungasetshenziswa futhi. IVectorize inikeza isixazululo se-Hindsight esizibambela wena esivulekile ngaphansi kwelayisensi ye-MIT, kanye nensizakalo yamafu ekhokhiswa ngokusetshenziswa; isixazululo sokuzibambela wena sidinga ukuthi iqembu lilungiselele ingqalasizinda yalo futhi lithwale umthwalo wokuyifaka nokuyigcina.088.3
MiMoIbhokisi lamathuluzi e-AII-MiMo iyinkundla ejwayelekile yobuhlakani bokwenziwa eyethulwe yi-Xiaomi, ehlinzeka ngamakhono amamodeli agxile kubuchwepheshe bolimi, ezindlela eziningi kanye nezwi. Iwebhusayithi esemthethweni inikeza izindlela ezimbili eziyinhloko: i-Web Demo ne-API Access. Abasebenzisi bangaxhumana ngqo ne-MiMo, kuyilapho abathuthukisi bengahlanganisa amakhono ahlobene ngengosi yabathuthukisi ukuze bahlole ukubambisana phakathi kwabantu nemishini kanye nokwakhiwa kwezinhlelo zokusebenza ezihlakaniphile.078.5
FPT.AIAmathuluzi Okuthengisa e-AII-FPT.AI iyisixazululo sobuhlakani bokwenziwa sezinkampani esivela eqenjini lezobuchwepheshe laseVietnam i-FPT, esigxile ezindaweni ezifana nesevisi yamakhasimende, izikhungo zezingcingo, ezezimali, ukudayisa nokusebenza kwamabhizinisi. Le nkundla ihlanganisa isevisi yamakhasimende ehlakaniphile, ama-agent obuhlakani bokwenziwa, ukuqaphela inkulumo, ukuguqula umbhalo ube yinkulumo, ukuqaphela imibhalo nokuqinisekisa ubuwena. Amabhizinisi angakhetha izinsizakalo ezihambisana nezinqubo zawo zomsebenzi futhi ahlanganise amasistimu ukuze enze imibuzo nezimpendulo ngokuzenzakalelayo, ukuxhumana ngocingo, ukukhipha ulwazi noma ukuqinisekisa ubuwena. Ilungele amaqembu adinga izinsizakalo ezitholakala ngesiVietnamese kanye nokwenziwa kwasendaweni eNingizimu-mpumalanga ye-Asia, futhi ingasetshenziselwa ukuhlola kuqala isigaba esisodwa sebhizinisi. Ukusetshenziswa kwangempela kusadinga ukuhlolwa kokuhambisana kwezixhumi, izidingo zokucutshungulwa kwedatha, kanye nokusebenza kokuqaphela izwi nemibhalo. Amaphrojekthi anzima ngokuvamile adinga ukulungiselelwa okwengeziwe noma ukwesekwa kwezohwebo.047.9
GooseworksUmsizi ohlakaniphile we-AII-Gooseworks iyinkundla yama-ejenti e-AI asebenza njengozakwabo bamaqembu, ehlinzeka ngama-Goose agents anekhompyutha, ama-imeyili, amafayela, amakhono nenkumbulo yawo. Isekela ukusebenzisa ikhodi, ukuphatha ama-imeyili, ukubiza amathuluzi, ukwenza izinqubo ngokuzenzakalela kanye nokubambisana kwama-ejenti. Iphinde inikeze izinsizakalo zokukhiqiza ngobuningi amavidiyo omphakathi nokuqukethwe kokudala kwemikhiqizo yabathengi.048.3
ManusI-ejenti ye-AII-Manus ingumenzeli we-AI wemisebenzi eyinkimbinkimbi. Ayigcini ngokunikeza iziphakamiso zengxoxo, kodwa yehlukanisa izinyathelo ngokwezinjongo zomsebenzisi bese yenza imisebenzi efana nokuqoqa ulwazi, ukuhlaziya okuqukethwe nokucubungula ikhodi. Umsebenzisi uqala ngokuchaza umsebenzi, bese uhlelo luhlela, luphequlule amawebhusayithi, lufunde imithombo, luhlele imiphumela futhi lukhiqize umbiko, itafula noma okunye okungalethwa. Ifanele abacwaningi nabahlaziyi, onjiniyela, abaphathi bemikhiqizo kanye nabasebenzisi abadinga ukuphatha izindaba ezifana nokuhlela uhambo noma ukuhlunga izindlu. Ulwazi lukhombisa ukuthi i-Manus isekela ukusebenza okungavumelanisiwe nokusingathwa kwemisebenzi efwini, kodwa amakhono atholakalayo, ubude besikhathi somsebenzi kanye nekhwalithi yemiphumela kungase kuthintwe yinkimbinkimbi yomsebenzi nohlelo lwesevisi. Imiphumela ebalulekile kusafanele ihlolwe umuntu.009.1
Gemini SparkUmsizi ohlakaniphile we-AII-Gemini Spark ingumsizi ohlakaniphile we-AI osekelwe efwini, owenzelwe impilo yedijithali yomuntu siqu. Igxile ekuphatheni nasekuqhubekiseni imisebenzi eqhubekayo, hhayi ekuphenduleni imibuzo yesikhathi esisodwa kuphela. Abasebenzisi bangayinikeza imisebenzi ngolimi olujwayelekile; yona ihlanganise ama-imeyili namarekhodi emihlangano, ikhiphe imisebenzi okufanele yenziwe, futhi iqhubekisele phambili izinhlelo isebenzisa okuqukethwe kwe-Google Workspace okufana nekhalenda, amadokhumenti namaspredishithi. Ilungele ochwepheshe, abafundi, abasebenza ngokuzimela, abadali bokuqukethwe kanye nabasebenzisi abathembele kakhulu ku-ecosystem ye-Google, ukuze kuncishiswe umsebenzi wokuhlela ulwazi nokuxhumanisa imisebenzi. Uma kuhileleka izenzo ezinobungozi obukhulu njengokuthumela ama-imeyili, ukukhokha noma ukuthenga, kusadingeka ukuqinisekiswa ngumsebenzisi; futhi ukuphathwa phakathi kwezinhlelo zokusebenza kuncike ezinsizeni ezifanele nasebangeni lezimvume ezinikeziwe.048.7
nventrUmsizi ohlakaniphile we-AII-nventr yinkampani ye-AI ehlinzeka ngezixazululo zokuhlaziya okubikezelayo kanye nokuzenzakalela okuhlakaniphile, ebhekiswe kubasebenzisi bamabhizinisi nohulumeni. Ihlanganisa ama-agent e-AI, amamodeli okufunda komshini, amanethiwekhi ezinzwa kanye nengqondo yebhizinisi ibe yinkundla eyodwa. Imikhiqizo yayo ihlanganisa ukucubungula amadokhumenti okuhlakaniphile, ukuhlela izinqubo zomsebenzi, ukubona ngekhompyutha, ukucubungula ulimi lwemvelo kanye nokuthola ukukhwabanisa, futhi isekela ukuphathwa kwezinhlelo kusukela ekuthuthukisweni kuya ekusetshenzisweni.068.2
MiniMax AgentI-ejenti ye-AII-MiniMax Agent ingumkhiqizo we-ejenti yewebhu ohlinzekwa yi-MiniMax, eyenzelwe abasebenzisi abadinga ukuphatha imisebenzi yansuku zonke, ucwaningo nemisebenzi ephindaphindwayo. Abasebenzisi bangadala imisebenzi ekhasini lewebhu, basebenzise ama-plugin, baxhumanise nomakhalekhukhwini, futhi bahlele ukuhamba komsebenzi ngamaqembu ama-Agent; ikhasi liphinde linikeze isixhumanisi sokulanda inguqulo yedeskithophu kanye nesixhumanisi sokubuka amanani ezinhlelo.068.4
LangChainAmathuluzi Okuhlela nge-AII-LangChain iwuhlaka oluvulekile lokuthuthukisa izinhlelo zokusebenza ze-AI oluqondiswe kubathuthukisi. Ayinikezi imodeli enkulu yolimi ngokwayo, kodwa ixhuma amamodeli, idatha yangaphandle, ama-API kanye nemininingwane yolwazi ngezixhumi ezihlelwe ngezinto ezizimele. Abathuthukisi bangahlanganisa ukubiza okuhlanganisiwe, i-RAG yokuthuthukisa ukukhiqizwa ngokusesha, kanye namakhono ama-agent ukuze bakhe izinhlelo zokusebenza zemibuzo nezimpendulo ezisekelwe kumaziko olwazi, isevisi yamakhasimende ehlakaniphile, abasizi bekhodi, nezinye izinhlelo ezidinga ukwenza imisebenzi enezinyathelo eziningi. Ngokusebenzisa i-LangSmith, bangakwazi ukulandelela, ukulungisa nokuhlola ukugeleza komsebenzi wohlelo lokusebenza. Ilungele abathuthukisi bezinhlelo zokusebenza ze-AI, abaholi bezobuchwepheshe bamabhizinisi kanye nabacwaningi. Kubalulekile ukuqaphela ukuthi i-LangChain iwuhlaka lokuthuthukisa, hhayi umkhiqizo wokugcina olungele ukusetshenziswa; amaphrojekthi angempela asadinga ukuthuthukiswa kwekhodi, ukumiswa kwemodeli kanye nokuxhunyaniswa nezinhlelo zebhizinisi.027.5
IndigoInkundla yokufunda nge-AII-Indigo iyinkundla ye-AI yezingxoxo yamabhizinisi, efanele amaqembu enkonzo yamakhasimende, ezokumaketha nezokusebenza afuna ukwakha ama-agent e-AI akhethekile. Abasebenzisi bangasebenzisa amathuluzi angenakhodi noma anekhodi encane ukuklama ama-agent anemisebenzi ehlukahlukene yebhizinisi, bawathumele kumawebhusayithi, ezinhlelweni zeselula, ku-WhatsApp, ezinkundleni ze-e-commerce nasemakholweni ezwi, futhi baxhume amasistimu afana ne-CRM ne-CMS nge-API. Inkundla iphinde isekele ukuhlaziywa kwedatha yezingxoxo kanye nendlela lapho “i-mother AI” emaphakathi ixhumanisa umsebenzi wama-agent amaningi akhethekile. Lokhu kuyenza ifanele izimboni ezinokuxhumana okuyinkimbinkimbi namakhasimende, njengezezimali, ezokudayisa nezokuxhumana. Ulwazi olutholakalayo luthi inikeza izindlela zamahhala nezikhokhelwayo, kodwa amaphakheji athile, ububanzi bokuhlanganiswa nemikhawulo yokusetshenziswa kusafanele kuqinisekiswe ngaphambi kokusetshenziswa kwangempela.028.1
Freu AIUmsizi ohlakaniphile we-AII-Freu AI iyinkundla yokuzishintshanisa imisebenzi yedeskithophu ku-macOS, egxile emisebenzini ephindaphindwayo phakathi kwezinhlelo zokusebenza. Abasebenzisi bangayibonisa umsebenzi kanye noma bawuchaze ngolimi lwemvelo, bese ibhala phansi ukuchofoza, ukufaka umbhalo nokushintsha kwamawindi, futhi ihlanganise ukugeleza komsebenzi kube imiyalelo engasetshenziswa futhi. Inkundla isebenzisa ukuthola izinto zesixhumi esibonakalayo ngokwencazelo yazo, inciphise ukuncika ezixhumanisini ezimisiwe, futhi ilungele ukufaka idatha, ukuhlela okuqukethwe, kanye nokudlulisa ulwazi phakathi kwamakhasi ewebhu, amashidi namathuluzi edeskithophu. I-freu-cli ehambisana nayo ingaqopha imisebenzi yewebhu ibe amafayela wamakhono, ukuze asetshenziswe ama-agent e-AI noma amaqembu azishintshayo. Ilungele abasebenzi abasebenzisa i-Mac, ochwepheshe bezokusebenza nokuhlaziya idatha, amaqembu asebenzisa ukuzishintshanisa kwemisebenzi, kanye nabathuthukisi bama-agent e-AI. Qaphela ukuthi umkhiqizo oyinhloko otholakala emphakathini ugxile ku-macOS; ukusekelwa kwezinye izinhlelo akukaqinisekiswa, ngakho indawo yangempela kufanele ihlolwe ngaphambi kokuwusebenzisa.068.3
Umcwaningi we-AIAmathuluzi okubhala e-AIUmcwaningi we-AI ungumenzeli wobuhlakani bokwenziwa ovulekile ogxile emsebenzini wocwaningo, owethulwe yi-Data Science Laboratory yaseNyuvesi yaseHong Kong. Uhlose ukusiza ngemisebenzi efana nokuhlela ulwazi, ukwakha imibono yocwaningo, ukwenza izivivinyo nokubhala amaphepha phakathi nenqubo yocwaningo. Abasebenzisi bangaqala ngendawo yocwaningo noma ngezincwadi eziyizinkomba, bese ithuluzi liqoqa futhi lihlaziye izincwadi zesayensi kanye nezinto zekhodi, lihlonze izikhala zocwaningo, lenze uhlelo locwaningo, lizame ukwenza izivivinyo, lihlaziye imiphumela futhi lihlele konke kube yiphepha locwaningo. Lifanele othisha basemanyuvesi, abacwaningi, abafundi beziqu ze-master neze-doctorate, amaqembu ocwaningo nentuthuko ezinkampanini kanye nabacwaningi bemikhakha ehlukahlukene. Ulwazi olutholakalayo manje lukhombisa ukuthi leli thuluzi limahhala futhi lisasebenza, kodwa izahlulelo zezincwadi, imiphumela yekhodi kanye nokuqukethwe kwamaphepha okukhiqizwa ngokuzenzakalelayo kusadingeka kuhlolwe umuntu.028.5
ContextUmsizi ohlakaniphile we-AII-Context iyinkundla yokusebenzisa ama-ejenti e-AI ezingeni lamabhizinisi, ehlanganisa izindawo zokubambisana, injini yokwenza kanye nohlelo lokuhlola ekuhambeni komsebenzi okukodwa. Amaqembu angaxhuma ama-ejenti kudatha yangaphakathi yebhizinisi, ezinhlelweni nakumathuluzi, aqhube imisebenzi ehamba phakathi kwezinhlelo endaweni elawulwayo, futhi ahlole imiphumela ngokubuyekezwa kwabantu, ukugunyazwa, ukulandelelwa kwezenzo kanye nemigomo yokukala. Ilungele amaqembu okusebenza, okuthobela imithetho, okubonisana, okusiza amakhasimende kanye namanye adinga ukunemba nochungechunge olucacile lokuziphendulela, ukuze ahlele ukuqoqwa kolwazi, ukuhlaziya noma ukwenziwa kwezinqubo kube izindlela zomsebenzi ezingasetshenziswa kabusha. Qaphela ukuthi ukusetshenziswa kwangempela kuncike kudatha yebhizinisi, ezinhlelweni nasekulungiselelweni kwezimvume; ububanzi bokuxhumeka kanye nezidingo zokusetshenziswa kufanele kuqinisekiswe ngokwendawo yakho.188.1
EmergentAmathuluzi Okuhlela nge-AII-Emergent iyithuluzi lokuhlela le-AI eliqhuba inqubo yokuthuthukisa ngengxoxo yolimi lwemvelo, elenzelwe osomabhizinisi, abaphathi bemikhiqizo, amaqembu obunjiniyela ezinkampani kanye nabasebenzi bamabhizinisi abafuna ukuhlola ngokushesha imibono yemikhiqizo. Abasebenzisi bangachaza imigomo nezidingo, bese ama-ejenti e-AI akule nkundla esiza ngokuhlela, ukubhala ikhodi, ukuhlola nokusabalalisa, futhi akhiqize izinhlelo zokusebenza eziqukethe i-frontend, i-backend, isizindalwazi, ukuqinisekiswa kwabasebenzisi nemisebenzi yokukhokha. Inkundla iphinde isekele ukwenziwa kwesimanje kwesoftware, ukwakhiwa kwamapayipi edatha kanye nokukhishwa kwamaphakheji ezinhlelo zokusebenza ze-iOS ne-Android. Ikhodi ekhiqiziwe ingasetshenziselwa ukuthuthukiswa noma ukuthuthela kwenye indawo ngokuhamba kwesikhathi, kodwa izinqubo zebhizinisi eziyinkimbinkimbi zisadinga ukuhlolwa komuntu mayelana nekhwalithi yekhodi, ukucushwa kokuncika kanye nemiphumela yokwethulwa.047.4
Crafter.aiAmathuluzi Okuthengisa e-AII-Crafter.ai iyi-AI Agents Studio yezinkampani evela ku-Athics s.r.l., eyenza ukudala nokuphatha ama-AI Agent enziwe ngokwezidingo ngaphandle kokubhala ikhodi. Inkundla ihlanganisa amamodeli amakhulu olimi, i-RAG nomklamo obonakalayo wezingxoxo, isize izinkampani zixhume i-AI ezinhlelweni zazo ezikhona futhi zenze ngokuzenzakalela imisebenzi yesevisi yamakhasimende, ukuthengisa, ukumaketha ne-HR, kuyilapho ziqhubeka nokuqapha ukusebenza kwezingxoxo ngamaphaneli okuhlaziya.057.9
星辰AgentUmsizi ohlakaniphile we-AII-Xingchen Agent iyinkundla yokwakha ama-agent ahlakaniphile ngaphandle kwekhodi eningi, eyenzelwe abathuthukisi bezinhlelo zokusebenza zobuhlakani bokwenziwa, amaqembu okusebenza ezinkampani nabadali bokuqukethwe. Abasebenzisi bangakha ama-agent besebenzisa i-Prompt ne-Workflow, bahlanganise amamodeli, ama-plugin, ama-Skills kanye ne-MCP Server nezinye izinsiza ukuze balungise amakhono bahlele nezinqubo. Inkundla iphinde inikeze ukuhlolwa kokusebenza, ukuthunyelwa efwini nokushicilela eziteshini eziningi. Ama-agent angashicilelwa kuhlelo lwe-Xunfei Xinghuo, ku-WeChat Official Account, noma axhunywe kwamanye amabhizinisi nge-API noma nge-MCP Server. Ilungele ukwakha amathuluzi okuphendula imibuzo yamakhasimende, ukusesha ulwazi, ukusiza ngokuqukethwe nokucubungula izinqubo. Qaphela ukuthi ukusebenza kwangempela kwemisebenzi eyinkimbinkimbi kuncike kuma-prompt, ama-workflow kanye nokucushwa kwezinsiza; kusadingeka ukuhlola nokwenza izinguquko ngaphambi kokushicilela.0108.5Wonke amathuluzi analeli thegi ayaboniswa.