Ukulingisa isixuku se-AI kubikezela ukusabela komphakathi ngokwakha inani lama-ejenti e-AI kusuka kumongo wangempela futhi kuwavumele ukuthi asebenzisane ngokuhamba kwesikhathi, esikhundleni sokucela imodeli eyodwa impendulo eyodwa. Ku InfoDome, idokhumenti yakho iba igrafu yolwazi, igrafu iba amakhulu ama-ejenti anomlingiswa wawo, isikhundla kanye nenkumbulo, futhi lawo ma-ejenti axoxa ngamapulatifomu amabili alingisiwe ngenani elikhethiwe lemijikelezo. I-ejenti yokuhlaziya ibe isifunda okwenzekile bese ibhala umbiko wokubikezela ongawubuza.
Kungani ulingisa isixuku esikhundleni sokubuza imodeli eyodwa?
Uma ubuza imodeli eyodwa ye-AI ukuthi "abantu bazosabela kanjani kulokhu?", uthola isigaba esisodwa esinengqondo. Ngokuvamile kunengqondo, kodwa kuyinto evamile: izwi elilodwa elicabanga wonke umuntu ngesikhathi esisodwa. Ukusabela kwangempela akusebenzi kanjalo. Abantu bayaphendulana. Okuthunyelwe komgxeki kwakheka indlela umfundi ongathathi hlangothi azibona ngayo izindaba; impendulo yomvikeli ishintsha lokho umgxeki akushoyo ngokulandelayo; intatheli ithatha uhlaka oluphezulu kakhulu, hhayi olunembe kakhulu.
Ukulingisa isixuku kuzama ukubamba leyo nguquko. Esikhundleni sokuvumelana okukodwa okucatshangwayo, kulingisa abadlali abaningi abahlukene futhi kuvumela umphumela ukuthi uvele ekusebenzisaneni kwabo. Yingakho umphumela ungakumangaza, nokuthi kungani izimanga zifanele ukuhlolwa. Indlela ebanzi yaziwa ngokuthi ukulingisa ama-multi-agent; sichaza isizinda sayo ngokuthi ukulingisa ama-multi-agent kuyini .
Isinyathelo 1: Kusukela kudokhumenti kuya kugrafu yolwazi
Konke kuqala ngezinto zakho: izindaba, amapulani, imibiko, izincazelo zenqubomgomo noma indaba eqanjiwe, ku PDF, Markdown noma umbhalo. InfoDome iyifunda kanye nencazelo yakho yolimi olulula yalokho ofuna ukukubikezela bese ikhipha igrafu yolwazi:
- Izinhlangano : abantu, izinhlangano namaqembu okukhulunywe ngawo embhalweni.
- Ubudlelwano : osekela, ophikisayo, othembele, obika noma oncintisana nobani.
- Umongo : amaqiniso kanye nezikhundla umbhalo ozifaka kuzo ngayinye yazo.
Igrafu ibalulekile ngoba iqinisa ukulingiswa esimweni sakho kunokuba ibe semicabangweni evamile. Iyabonakala nakuwe, ukuze ubone ukuthi uhlelo beluqondani ngaphambi kokuba noma yini isebenze.
Isinyathelo 2: Kusukela kugrafu kuya kuma-ejenti
Kusukela kugrafu kanye nencazelo yezithameli zakho, InfoDome idala amakhulu ama-ejenti e-AI; inani eliqondile lincike kudokhumenti. I-ejenti ngayinye ithola:
- Umlingiswa : isimo sengqondo, izintshisekelo, indlela avame ukukhuluma ngayo nokubandakanya ngayo.
- Isikhundla : lapho siqala khona ngenkinga, sisekelwe yigrafu.
- Inkumbulo yesikhathi eside : lokho ekubonile, okushilo nokutshelweyo, okuqhubeka kuyo yonke imijikelezo.
- Izwe : ungakhetha amazwe anezilaleli ezifika ku-10, futhi ama-ejenti ahlukaniswe phakathi kwawo ngokulinganayo. Izinhlangano eziqanjwe ngamagama angempela ezivela kudokhumenti zigcina izwe lazo.
Ingxube yenziwe ngamabomu. Amanye amanxusa amele izinhlangano noma abantu abaqanjwe ngamagama kusukela embhalweni wakho; amanye amele amalungu ezilaleli eziningi, ngakho-ke ukulingisa kufaka phakathi abadlali ababonakalayo kanye nesixuku esisabela kubo.
Isinyathelo 3: Ukujikeleza ezinkundleni ezimbili
Ama-ejenti abe esesebenzisana kunethiwekhi yokuxhumana nabantu elingisiwe esebenza kumapulatifomu amabili ngesikhathi esisodwa:
- Okuphakelayo okufana Twitter : okuthunyelwe okufushane, ukusabela okusheshayo, ukuphinda okuthunyelwe. Yilapho uhlaka lusakazeka khona ngokushesha futhi ithoni ikhula.
- Iforamu efana ne Reddit : izingxoxo ezinde nezimpendulo. Yilapho kuhlolwa khona izimpikiswano, imininingwane ixoxwa khona futhi izikhundla ziqina noma zithambile.
Ukhetha inani lemijikelezo, isibonelo 10, 20 noma 40. Kuyo yonke imijikelezo, ama-ejenti afunda lokho abanye abakubhalile, anqume ukuthi bazophendula kanjani nokuthi bazophendula kanjani, bese ebuyekeza inkumbulo yabo. Ngenxa yokuthi inkumbulo iyaqhubeka, umjikelezo 15 ulolongwa yilokho okwenzekile emjikelezweni 1 kuya ku-14. Impikiswano engaphendulwanga kusenesikhathi ingase ibe ukuhlakanipha okwamukelekayo kamuva; ukulungiswa okufike sekwephuzile kungase kungafiki.
Isinyathelo 4: Kusukela engxoxweni kuya embikweni
Ngemva komzuliswano wokugcina, i-ejenti yokuhlaziya ihlola umsebenzi olingiswayo bese ibhala umbiko wokubikezela oneziphetho: izindaba ezivelele, ukuthi yimaphi amaqembu athuthayo nokuthi kungani, yibaphi abadlali abasebenze njengezikhulisi, yiziphi izingozi kanye nemibuzo evulekile eseleyo. Umbiko awuwona kuphela umphumela. Ungavula okuthunyelwe okuyisisekelo, uxoxisane nanoma yimuphi i-ejenti mayelana nokucabanga kwayo, bese ubuza ukuhlaziya imibuzo elandelayo. Lokho kulandeleka yikho okuguqula ukulingiswa kube yi-hypothesis engabuyekezwa kunokuba kube yisinqumo sebhokisi elimnyama.
Kungani ukusabela kwesigaba sesibili kubalulekile
Ukusabela kokuqala ezindabeni ngokuvamile kulula ukukuqagela. Ukwenyuka kwentengo kuyabacasula amakhasimende; umthetho omusha ukhathaza imboni elawulwayo. Okunzima ukukuqagela ukusabela kwesigaba sesibili : ukusabela ekusabeleni.
Izibonelo zemiphumela yesigaba sesibili okungavela ngayo ukulingisa isixuku:
- Impendulo yokuzivikela yenkampani iphendula isikhalazo esincane sibe indaba yokuzikhukhumeza.
- Amahemuhemu ayanyamalala ku-feed esheshayo kodwa asinda kungxoxo yengxoxo ephinde yavela kamuva.
- Ukusekelwa okungashisi komngani kufundwa yizithunywa ezingathathi hlangothi njengophawu lwezinkinga ezifihliwe.
- Amaqembu amabili aqale ezinhlangothini eziphikisanayo athola isikhalazo esifanayo futhi avumelane.
Le miphumela ivela kuphela lapho abadlali besabelana ngokuhamba kwesikhathi, okuyikho kanye lokho okushiwo yiziwombe nenkumbulo. Futhi iyimiphumela evame ukubamba izinhlangano zingalindele, ngoba akukho noyedwa oxoxisana nababambiqhaza ongayiveza.
Isibonelo esisebenzayo
Uhulumeni wedolobha ubhala uhlelo lokuguqula umgwaqo wezitolo omatasa ube yindawo yabahamba ngezinyawo. Ithimba elihlelayo lilayisha uhlaka, isifinyezo socwaningo lwethrafikhi kanye nombiko wezindaba wendawo ocaphuna abanikazi bezitolo. Babuza ukuthi izakhamuzi, abanikazi bezitolo, izinkampani zokulethwa kwezimpahla kanye nabezindaba bendawo bazosabela kanjani enyangeni yokuqala, bese beqhuba imijikelezo engu-40 ezweni elilodwa.
Umjikelezo wokuqala awumangazi: abanikazi bezitolo bakhathazekile ngokulethwa kwezimpahla, izakhamuzi ziyawuthanda umqondo womsindo omncane. Bese kuvela iphethini ye-oda lesibili. I-ejenti yenkampani yokulethwa kwezimpahla ithi amafasitela okulethwa kwezimpahla ekuseni kakhulu angaxazulula izinkinga eziningi. Ama-ejenti abanikazi bezitolo esithangamini ayakuxoxa lokhu, futhi ukugxeka kwabo kuyashintsha kusuka "ekuphikiseni uhlelo" kuya "ekuphikiseni uhlelo olungenamafasitela okulethwa kwezimpahla". Okwamanje ku-feed, i-ejenti yabezindaba yendawo ikhulisa isikhalazo sesakhamuzi mayelana nokupaka, okudonsa ukunaka ekulethweni kwezimpahla.
Umbiko womhlaziyi uphetha ngokuthi amafasitela okulethwa kwezimpahla angahlukanisa abaphikisi, nokuthi ukupaka kuyingozi eqhubekayo. Ithimba lixoxa ne-ejenti yabezindaba ukuze liqonde ukuthi yimaphi amaqiniso angaguqula uhlaka lwayo, bese lifaka ingxenye yokupaka ohlelweni. Ukulingisa akuzange kufakazele lutho ngomgwaqo wangempela, kodwa kwanikeza ithimba imibono emibili eqondile, engahlolwa. Ezimweni ezigcwele amahemuhemu, isimo sokusabalala kwamahemuhemu sakhiwe ngendlela efanayo.
Imingcele okufanele uyikhumbule
Ukulingisa isixuku kunamandla okuhlola ukuguquguquka, kodwa kunemingcele ecacile:
- Ama-ejenti ayimodeli ye-AI ehambisana namadokhumenti akho. Ababambiqhaza abangekho noma izinto ezihambisana nohlangothi olulodwa kuholela ezindaweni ezingabonakali.
- Imiphumela ayimeleli ngokwezibalo njengesampula yocwaningo, futhi amaphesenti akufanele afundwe njengamasheya angempela.
- Ukugijima okuhlukene kungavela ngendlela ehlukile. Phatha amaphethini ahambisanayo njengezimpawu ezinamandla kunezikhathi ezingavamile.
Uma kusetshenziswa le mingcele engqondweni, ukulingisa kuyindlela esheshayo yokubona ukuthi yini engase yenzeke ngokulandelayo nokuthi kungani. Ukuze uzame ngokwakho, lungiselela umsebenzi kukhonsoli .
Imibuzo Evame Ukubuzwa
Ingabe InfoDome isebenzisa idatha yangempela yezokuxhumana?
Cha. Ama-ejenti asebenzisana kunethiwekhi yokuxhumana nabantu eyenziwe ngokulingisa eyakhiwe ngamadokhumenti akho nezilungiselelo. Abafundi noma bathumele kumapulatifomu angempela.
Kungani kunezinkundla ezimbili?
Ukuphakelwa kweposi elifushane kanye neforamu enemicu kukhuthaza ukuziphatha okuhlukile: ukwakheka okusheshayo uma kuqhathaniswa nezimpikiswano ezinde. Ukugijima kokubili ngasikhathi sinye kukhombisa ukuthi indaba isakazeka kanjani nokuthi iphikiswana kanjani.
Kuyini ukusabela kwesigaba sesibili?
Kuyindlela yokusabela ekusabeleni: indlela abantu abasabela ngayo ezimpendulweni zabanye kunezindaba zokuqala. Le miphumela ivame ukunquma ukuthi impikiswano iphela kanjani.
Sithembeke kangakanani lesi sibikezelo?
Kungumqondo ongabuyekezwa. Ungalandelela iziphetho uye ezikhundleni zama-ejenti kanye nezingxoxo, okukusiza ukuthi ubahlulele, kodwa kufanele kusekele isahlulelo sakho, hhayi ukusithatha indawo yaso.