Incamake
Kumenyekanisha kubushake byerekana icyo umukoresha ashaka, kandi kuzuza ibibanza bikuramo ibisobanuro byihariye bikenewe kugirango ubikore. Hamwe na hamwe bahindura ibintu byavuzwe nabi cyangwa byanditse mubyifuzo byubatswe abafasha bashobora gukora.
Kuzuza Ahantu no Kumenya Intego ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Kwuzuza ahantu hamwe no kumenya intego ni ishingiro ryibikorwa-bishingiye kuri sisitemu y'ibiganiro nka abafasha basanzwe hamwe na chatbots. Uhaye 'Andika indege iva i Boston yerekeza i Denver ku wa gatanu utaha,' intego yo gutahura ishyira mu majwi amagambo yose nk '' igitabo_umucyo, 'mu gihe ibyapa byuzuza ibimenyetso byerekana imirima yanditse: inkomoko = Boston, aho ugana = Denver, itariki = ku wa gatanu utaha. Kwuzuza ibibanza mubisanzwe byakozwe nkurukurikirane rwanditseho ibimenyetso bya BIO (Tangira, Imbere, Hanze) bityo amagambo menshi yamagambo yafashwe neza. Imirimo yombi irahujwe cyane - kumenya inzitizi zigamije guhuza - bityo sisitemu igezweho ibatoza hamwe, bagabana kodegisi imwe. Ibipimo ngenderwaho birimo ATIS (ingendo zindege) na SNIPS. Kwuzuza ahantu nyabyo nibyo bituma umufasha yuzuza umuhamagaro wa API aho gukeka gusa intego yumukoresha.
Ubushishozi
Icyitegererezo gihuriweho gikubiyemo imvugo hamwe na transformateur cyangwa BiLSTM, hanyuma ikoresha imitwe ibiri: urwego-rwinteruro urwego rwerekana ibyerekanwe hamwe byerekana intego, mugihe buri kimenyetso cyerekana ibyiciro bya BIO kuri buri jambo. Amahugurwa ahuriweho asangira kodegisi kugirango ibimenyetso bigamije kumenyesha ibyemezo byafashwe naho ubundi. Igice cya CRF hejuru yikimenyetso kirashobora gushyira mu bikorwa ibirango byemewe, bikumira inzibacyuho zidashoboka nka tagi 'Imbere' nta na mbere 'Tangira.'
Kumenya Ahantu Kuzuza no Kumenya Intego
Kumenyekanisha kubushake byerekana icyo umukoresha ashaka, kandi kuzuza ibibanza bikuramo ibisobanuro byihariye bikenewe kugirango ubikore. Hamwe na hamwe bahindura ibintu byavuzwe nabi cyangwa byanditse mubyifuzo byubatswe abafasha bashobora gukora. Kuzuza Ahantu no Kumenya Intego ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata Kuzuza Slot no Kumenya Intego nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Slot Filling na Intent Detection igishushanyo mbonera, kugarura, no gusubiramo imirongo nka sisitemu imwe y'itumanaho ihuriweho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mugihe kimwe, ibintu bya Hallucinated birashobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Yagura uburyo bwindimi nuburyo bwo gutumanaho.
Yagura uburyo bwindimi nuburyo bwo gutumanaho. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa-Isi
Umufasha wijwi parsing 'shiraho impuruza saa moya za mugitondo' mubushake = gushiraho_ibimenyesha, umwanya wigihe = 7 am
Urugendo rwa chatbot ikuramo inkomoko, aho igana, nitariki yo kuzuza indege-shakisha API
Umukiriya-ushyigikira inzira yerekana intego nka 'guhagarika_umupaka' kuyobora ikiganiro
Smart-home amategeko ahindura 'gucana amatara yo mucyumba kugeza 50%' mubikoresho, icyumba, hamwe nu mwanya uringaniye
Uburyo bwo Gushyira mu bikorwa
Kuzuza Ahantu no Kumenya Intego mubikorwa
Umufasha wijwi parsing 'shiraho impuruza saa moya za mugitondo' mubushake = gushiraho_ibimenyesha, umwanya wigihe = 7 am.
Umufasha wijwi parsing 'shiraho impuruza saa moya za mugitondo' mubyifuzo = gushiraho_ibimenyesha, umwanya wigihe = 7 am Amakipe asanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kuzuza Ahantu no Kumenya Intego mubikorwa
Urugendo rwa chatbot ikuramo inkomoko, aho igana, nitariki yo kuzuza indege-shakisha API.
Urugendo rwa chatbot ikuramo inkomoko, aho igana, nitariki yo kuzuza indege-shakisha API Amakipe akunze kubona ibisubizo byiza mugihe asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Kuzuza Ahantu no Kumenya Intego mubikorwa
Umukiriya-ushyigikira inzira yerekana intego nka 'guhagarika_umupaka' kuyobora ikiganiro.
Imiyoboro-ifasha abakiriya igaragaza intego nka 'guhagarika_umupaka' kuyobora ikiganiro Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Kuzuza Ahantu no Kumenya Intego mubikorwa
Smart-home amategeko ahindura 'gucana amatara yo mucyumba kugeza 50%' mubikoresho, icyumba, hamwe nu mwanya uringaniye.
Amabwiriza ya Smart-home ahindura 'gucana amatara yo mucyumba kugeza kuri 50 ku ijana' mubikoresho, icyumba, hamwe nu mwanya urwego Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Ibintu bifatika bishobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi.
Kwihuta byihuse birashobora gukora ibisubizo bidahuye mubisabwa bisa.
Ibyanditswe byumvikana birashobora kugaragara niba kugenzura kugenzura ari ntege.
Igishushanyo mbonera
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira.
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza kugenzura abantu kugenzura ibisubizo byinshi.
Komeza kugenzura abantu kugenzura ibisubizo byinshi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.