Kwenzekeni
I-NVIDIA ishicilele umklamo wobuchwepheshe we-ejenti ye-Chief of Staff eqhutshwa yinkumbulo eyakhiwe nge-NemoClaw, kusetshenziswa inkumbulo ehlelekile ye-Markdown, ileja yesibopho ye-SQLite kanye nezilawuli zesikhathi sokusebenza ze-OpenShell. Inkampani ibika imiphumela ethuthukisiwe yebhentshimakhi uma iqhathaniswa nesisekelo se-RAG, ngenkathi iphawula ukuthi isibonelo sisebenzisa idatha esunguliwe kanye nokuhamba ungaxhunyiwe ku-inthanethi.
I-NVIDIA ithi isibonelo sayo se-NemoClaw sakha i-ejenti ye-Chief of Staff eqhutshwa yinkumbulo egcina “imodeli yokuzenzela” efundeka umuntu yabantu, amaphrojekthi, izinto eziza kuqala, imigomo kanye namaphethini omsebenzi avelayo. Inkumbulo igcinwa emakhasini ahleliwe e-Markdown anezikhombo, izinkomba eziphambanayo, ukuvela kanye nemikhawulo yokukhula. Ileja ehlukile ye-SQLite irekhoda izibopho, izinga, izilungiso kanye nemicimbi yocwaningomabhuku, igcina umehluko phakathi kobufakazi, ulwazi nokwahlulela.
Iresiphi ihlanganisa ingqondo elinganiselwe yezinga, isango lenhloso elibeka phambili izibopho ezixhunywe kokubalulekile komsebenzisi oshiwo, ukuhlolwa kokulungiswa kwe-append kuphela, ukugcinwa kwememori okuhleliwe, imilayezo yokwenziwa namakhasi enkumbulo, ukuhlolwa kweyunithi kanye nokuhamba ungaxhunyiwe ku-inthanethi. I-NVIDIA ithi iresiphi iwumthombo ovulekile futhi ipakishwe njengephrofayili ye-Hermes esebenzisekayo ye-NemoClaw. Isibonelo samanje asithumeli imilayezo noma siguqule amasistimu omthombo, futhi abantu bayo abayisampula, izinhlangano, amaphrojekthi nemilayezo kuyasungulwa.
I-NVIDIA ibika ukuthi, kusetshenziswa i-Nemotron 3 Ultra, ukucushwa kwemodeli yakho kufinyelele ku-90.9% ukunemba sekukonke emibuzweni engu-186, uma kuqhathaniswa no-82.8% wesisekelo sokubuyiswa kwe-agent-augmented-generation. Iphinde ibike amaphuzu aphezulu emibuzweni enzima, ukulandelela iqiniso elishintshile, ukucabanga kwephuzu ngesikhathi, ukuhlukaniswa kwebhizinisi, ukuhlanganiswa kwemithombo eminingi kanye nokufakwa kwengcaphuno. Lena imiphumela evela ku-Agent Memory Benchmark yesibonelo serepository, hhayi ukuhlola okuzimele.
Ngesikhathi sokusebenza, i-NVIDIA ithi i-NemoClaw ihlanganisa ne-OpenShell, efaka amabhokisi e-ejenti futhi ilawule uhlelo lwefayela, inqubo kanye nokufinyelela kwenethiwekhi. Ukuqinisekisa okucatshangwayo okuphethwe kanye noxhumo lwe-MCP kuhlala ngaphandle kwebhokisi lesihlabathi. Umthombo ugcizelela ukuthi okuqukethwe okubuyisiwe nenkumbulo okokufaka kumodeli, hhayi inqubomgomo yokuphepha ethenjwayo. Intengo, ukutholakala okujwayelekile nezixhumi ezibukhoma ezisekelwayo akucacisiwe.
Imininingwane yomthombo: developer.nvidia.com ↗
Kungani kubalulekile
Umklamo unikeza onjiniyela indlela ebambekayo yokuhlukanisa ubufakazi bomthombo, inkumbulo etholiwe, ukwahlulela komenzeli kanye nezenzo ezigunyaziwe—umehluko obalulekile wezinhlelo okulindeleke ukuthi zisebenze kuwo wonke umongo wendawo yokusebenza. Izinzuzo zebhentshimakhi ezibikiwe ze-NVIDIA zingase zibe usizo, kodwa zivela esilinganisweni sokuhlola senkampani futhi azikakasungulwa ngokuzimele kulo mthombo.
Ama-ejenti asebenza isikhathi eside kudingeka ahlukanise ukuthi umlayezo womthombo uthini kulokho uhlelo olukholelwayo, lokho olukunqumile kanye nalokho oluvunyelwe ukukwenza. Izakhiwo ze-NVIDIA zenza leyo mingcele ibe sobala, okungenza amaphutha abe lula ukuwahlonza kuwo wonke ubufakazi bokungenisa, ukugcinwa kwenkumbulo, ukubuyisa kanye nokwenza izinqumo zokugcina.
Ukugeleza komsebenzi wokulungisa kuyaphawuleka ngoba abasebenzisi bangahambisa noma bangazinaki izibopho, balondoloze lezo zinqumo kukho konke okwenzeka kamuva futhi bahlole noma bahlele umphumela wenqubomgomo yokuthandwayo. Lokho kunikeza abasebenzisi indlela yempendulo ebonakalayo esikhundleni sokuthembela kuphela kusimo semodeli efihliwe. Kungase kube usizo kubasizi okufanele bazivumelanise nokushintsha izinto ezibalulekile ngaphandle kokuphatha zonke izicelo eziphuthumayo njengezibaluleke ngokulinganayo.
Izinzuzo ezibikiwe ziqine kakhulu emaqinisweni ashintshile kanye nokucabanga okukhomba ngesikhathi, izinhlobo zezinkinga umlando ojwayelekile wengxoxo nokubuyiswa ongakwazi ukuzisingatha kahle. Kodwa-ke, ukuhlaziya kukhawulelwe kubhentshimakhi yomthombo uqobo nasekusetshenzisweni kwesibonelo. Imethrikhi eyodwa—ukwethembeka kukhorasi—yayingaphansi kwemodeli yomuntu siqu kunesisekelo, esigcizelela ukuthi ukunemba okuthuthukisiwe akuqedi ukuhwebelana.
Imodeli yokuphepha nayo inomphumela osebenzayo: inkumbulo ingazisa isenzo ngaphandle kokusigunyaza. Ukugcina imininingwane ngaphandle kwebhokisi le-sandbox nokuphoqelela izimvume ngesikhathi sokusebenza kungakhawulela umthelela wemiyalo eyiphutha noma enonya, kodwa umthombo awuhlinzeki ngokuhlolwa kokuvikela okuzimele noma ubufakazi obuvela ekusetshenzisweni kwebhizinisi okubukhoma.
I-Interactive Mechanism: Indlela Esebenza Ngayo Ngempela
Hlola ubuchwepheshe obuyisisekelo ngemuva kwalokhu kuthuthukiswa ngokuhlanganyela.
An agent must create a draft calendar event for Tuesday at 2 p.m. Which evidence would establish the requested result?
Ongakubuka ngokulandelayo
Ukuthi ingabe iresiphi isebenza ngendlela efanayo ngedatha yendawo yokusebenza yangempela, izixhumi ezibukhoma namamodeli ahlukene, kanye nendlela izinhlangano ezisingatha ngayo izifakazelo, ubumfihlo, ukugcinwa, ukususwa kanye nokugunyazwa komuntu lapho zidlulela ngale kwesibonelo sokungaxhunyiwe ku-inthanethi.
Ukuhlola okulandelayo okunengqondo ukuthunyelwa ngama-akhawunti wangempela wendawo yokusebenza nezixhumi ezibukhoma. I-NVIDIA ithi lokho kuhlanganiswa kudinga ukuphathwa okuhlukile kwemininingwane, ubumfihlo, ukugcinwa kanye nokususwa, kodwa umthombo awuchazi izinqubomgomo ezithile, ukugeleza kokugunyaza noma ukutholakala kwesixhumi.
Ukuhlola okuzimele kufanele kuhlole ukuthi ingabe ukuthuthukiswa okubikiwe kuyaqhubeka kuwo wonke amamodeli, izizinda, osayizi benkumbulo nolwazi olushintshayo, kuyilapho kukalwa ukubeka kuqala okungamanga, izinkumbulo zakudala noma ezingalungile, ukwehluleka kwengcaphuno kanye nezindleko zokunakekelwa okuhleliwe.
Onjiniyela kufanele futhi babheke ukuthi izinqubomgomo ze-OpenShell zisebenza kanjani ngaphansi kwezimo ezingokoqobo zokujova kanye nokusetshenziswa kwamathuluzi. I-NVIDIA ichaza i-sandbox nezici zokuphatha, kodwa lo mthombo awuqinisekisi ukusebenza kahle kwazo ngokuhlolwa kwangaphandle noma ukuhlola okuphikisanayo.
Amanani, imininingwane yokulayisensa yesitaki esiphelele, usekelo lokukhiqiza nokutholakala okuvamile akubhaliwe kokuthunyelwe. Lokho okungaziwa kuzothinta ukuthi ingabe iresiphi ngokuyinhloko iyinkomba yezemfundo noma indlela engokoqobo yokusatshalaliswa kwebhizinisi.