Kuyini Ukulingisa Ama-Multi-Agent? Umhlahlandlela Wolimi Olulula

Ukulingisa ama-ejenti amaningi kuyindlela yokufunda uhlelo ngokumodela abadlali abaningi abazimele, ababizwa ngama-ejenti, ngalinye linemithetho yalo, imigomo noma ubuntu balo, bese livumela umphumela ophelele ukuthi uvele endleleni abasebenzisana ngayo. Esikhundleni sokubhala i-equation eyodwa "yemakethe" noma "umbono womphakathi", uchaza abantu ngabanye bese ubheka ukuthi iqembu lenzani. Ngamamodeli olimi anamuhla, lawo ma-ejenti angafunda, abhale futhi akhumbule ngolimi lwemvelo, okwenza indlela ibe usizo emibuzweni mayelana nendlela abantu abasabela ngayo.

Umqondo oyinhloko: ukuziphatha kuvela ekusebenzisaneni

Imiphumela eminingi ebalulekile ayinqunywa yinoma yimuphi umdlali oyedwa. Ukuminyana kwezimoto, ukujiya kwamanani, amahemuhemu asakazekile kanye nokushintsha kwesimo sengqondo somphakathi konke kuvela ezinqumweni eziningi zasendaweni ezithintana. Ukulingisa ama-ejenti amaningi kuthatha lokho ngokungathi sína.

Ukulingisa okuvamile kunezithako ezintathu:

• Ama-ejenti : abadlali, ngamunye enesimo sakhe (lokho akwaziyo, akufunayo noma akukholelwayo) kanye nokuziphatha (indlela anquma ngayo ukuthi enzeni ngokulandelayo).
• Indawo : indawo lapho amanxusa enza futhi ebukana khona, njengemephu, imakethe noma inethiwekhi yokuxhumana nabantu.
• Izinyathelo zesikhathi noma imijikelezo : esinyathelweni ngasinye, amanxusa ayaqaphela, anqume futhi enze okuthile, bese imvelo iyashintsha ngenxa yalokho.

Okwenza le ndlela ihluke kakhulu ukuvela : amaphethini ezingeni leqembu angekho muntu owawahlela ngqo. Ukukhetha okuncane kumuntu ngamunye, ngokusebenzisa ukuxhumana okuphindaphindiwe, kungaveza umphumela omkhulu nomangalisayo weqembu.

Kwavelaphi: ukumodela okusekelwe kuma-ejenti

Lo mbono awumusha. Abacwaningi kwezomnotho, ezemvelo, ezenhlalo kanye nesayensi yamakhompyutha bebesebenzisa ukumodela okusekelwe kuma-ejenti amashumi eminyaka. Umsebenzi wokuqala ngawo-1970 usuvele ukhombisile, ngemithetho elula kakhulu kugridi, ukuthi izintandokazi zomuntu ngamunye mayelana nomakhelwane zingaholela kanjani ekuhlukaniseni okunamandla ezingeni lomphakathi wonke. Emashumini eminyaka alandela, abacwaningi bakhe imiphakathi yokwenziwa, balinganisa izimakethe kanye namamodeli obhubhane, izilwane eziqongelelekayo kanye nethrafikhi.

Lawa mamodeli akudala abelana ngesici: ama-ejenti alula ngamabomu. Ngayinye ilandela imithetho embalwa yezinombolo, okwenza imodeli ibe sobala futhi kube lula ukuyihlaziya, kodwa futhi ikhawulela lokho engakusho ngokuziphatha kwabantu okucebile njengokukholisa, ukuqamba amanga noma ukuhlekisa.

Igagasi elisha: amanxusa akhelwe phezu kwamamodeli olimi

Amamodeli amakhulu olimi ashintshe lokho umuntu angaba yikho. Kusukela cishe ngo-2023, ucwaningo kulokho okubizwa ngokuthi ama-generative agents lukhombisile ukuthi ama-ejenti emodeli yolimi, uma enikezwe ubuntu, inkumbulo yezenzakalo ezedlule kanye nekhono lokuzindla ngaleyo nkumbulo, angaziphatha ngezindlela ezikholekayo ngokumangalisayo emphakathini olingiswayo: ahlela izinsuku zawo, akhe imibono, adlulisele izindaba futhi axhumane.

Uma kuqhathaniswa namamodeli asekelwe kuma-ejenti akudala, ama-ejenti emodeli yolimi:

• Bakhulumisana ngolimi lwemvelo , ukuze bakwazi ukusabela emazwini angempela esitatimende, hhayi enombolweni nje kuphela.
• Yiba nobuntu obuhle , uhlanganise isizinda, izindinganiso kanye nephimbo.
• Khumbula futhi ubuyekeze , ukuze izingxoxo zakuqala zilolonge ukuziphatha kwakamuva.

Impikiswano ukuthi azibonakali kahle futhi zibiza kakhulu ukuzisebenzisa kunama-ejenti asekelwe emithethweni, futhi ukuziphatha kwazo kubonisa amandla kanye nokubandlulula kwemodeli eyisisekelo.

Indlela InfoDome eyisebenzisa ngayo

InfoDome isebenzisa ama-ejenti emodeli yolimi ukulingisa ukusabela komphakathi kanye nababambiqhaza. Ulayisha amadokhumenti futhi uchaze ukuthi ufuna ukubikezela ini; InfoDome ikhipha igrafu yolwazi lwabantu, izinhlangano kanye namaqembu ezintweni zakho, bese idala amakhulu ama-ejenti anesimo sawo, isikhundla kanye nenkumbulo yesikhathi eside, asakazeke emazweni afinyelela ku-10 ezithameli ozikhethayo. Ama-ejenti asebenzisana ku-feed efana ne Twitter kanye neforamu efana ne Reddit ngesikhathi esifanayo ukuze kube nenani elibekiwe lemijikelezo, futhi i-ejenti yomhlaziyi ibhala umbiko wokubikezela ongawubuza, kanye nanoma yimuphi i-ejenti ngayinye. Izindlela zesinyathelo ngesinyathelo zichazwa ngendlela ukulingisa isixuku se-AI okubikezela ngayo ukusabela .

Uma ukulingisa ama-ejenti amaningi kusiza

Le ndlela ibaluleke kakhulu uma umphumela uncike ekusebenzisaneni kunokuba uncike kunoma yisiphi isinqumo esisodwa:

• Ukusabela okwakhela phezu kokusabela : izinkinga, amahemuhemu, izingxoxo zomphakathi, lapho impendulo yempendulo yokuqala ibaluleke kakhulu.
• Abaningi abathintekayo abanezintshisekelo ezahlukene : izinguquko zenqubomgomo, ukuhlelwa kabusha kwenhlangano, izingxoxo.
• Ukuxhumana okunesu : izimpendulo zabancintisani noma imidlalo yempi, lapho uhlangothi ngalunye luzivumelanisa nolunye.
• Ukuhlola kwasekuqaleni : lapho udinga imibono ngokushesha, ngaphambi kocwaningo noma ucwaningo lwasensimini, noma lapho ukuhlolwa kwangempela kubiza kakhulu noma kuyingozi kakhulu.
• Ukuqhathaniswa kwemiyalezo : ukusebenzisa izithameli ezifanayo ngokumelene nezinguqulo ezimbili zesitatimende ukuze ubone ukuthi yikuphi ukwakheka okuhamba phambili.

Uma kungasizi

Kubaluleke ngokulinganayo ukwazi ukuthi ungalisebenzisi nini:

• Uma udinga izinombolo ezimele. Ukulingisa akuyona inhlolovo; izilinganiso zakho akufanele zifundwe njengamaphesenti angempela.
• Uma idatha yomlando emihle isivele iphendula umbuzo. Uma unedatha yokuthengisa yeminyaka eminingi yomkhiqizo ozinzile, isibikezelo sezibalo singase sibe nokwethenjelwa kakhudlwana.
• Uma okufakiwe kuncane. Ama-ejenti aqinile kuphela njengezinto ezakhiwe ngazo. Ukuba nababambiqhaza abalahlekile kusho amazwi angekho.
• Uma ufuna ukuqiniseka. Ukugijima okuhlukile kungavela ngendlela ehlukile. Umphumela uwumbono obuyekezwayo osekela ukwahlulela; awuwuthathi indawo.

Isibonelo esisebenzayo

Inkampani yezimpahla ephakathi nendawo icabanga ukushintshela esontweni lokusebenza lezinsuku ezine labasebenzi basehhovisi. Ubuholi bufuna ukwazi ukuthi abasebenzi, abaqondisi beqembu kanye namakhasimende bangasabela kanjani. Imodeli yespredishithi ingalinganisa izindleko, kodwa hhayi ukuthi amahemuhemu mayelana "nesikhathi esengeziwe esifihliwe" angasakazeka kanjani phakathi kwabasebenzi, noma ukuthi iklayenti elibalulekile lingazifunda kanjani izindaba.

Ithimba le-HR lilayisha isiphakamiso sangaphakathi kanye nesifinyezo socwaningo lwabasebenzi lwakamuva ku InfoDome, lichaza umbuzo, bese liqhuba imijikelezo engu-20 ezweni elilodwa. Esithangamini, ama-ejenti abaholi beqembu aphakamisa ukukhathazeka mayelana nokumbozwa ngoLwesihlanu; ku-feed, abasebenzi abasebasha bayakwamukela ushintsho kodwa babelana ngokukhathazeka ngokuthi umthwalo wemisebenzi uzocindezelwa nje. I-ejenti yeklayenti ibuza ukuthi izikhathi zokuphendula zizoshintsha yini. Umbiko womhlaziyi uphakamisa ukuthi ukucaca kokumbozwa ngoLwesihlanu kuyisici esinqumayo kokubili kubaholi beqembu kanye namakhasimende.

Ixoxa ne-ejenti eholayo yeqembu, i-HR ithola ukuthi ishejuli yangoLwesihlanu ejikelezayo izonciphisa ukukhathazeka kwayo. Ubuholi bubheka lokhu njengombono wokuhlola ku-test yangempela eneminyango emibili, hhayi njengempendulo yokugcina. Lokho kuyindlela enhle yokusebenzisa ukulingisa ama-ejenti amaningi: kunciphise umbuzo ongacacile waba ngothile, ongahlolwa. Uma usebenza emibuzweni efanayo ebheke phambili, isimo sokuhlela ukusetshenziswa kwesimo siyindawo enhle yokuqala.

Ukuqalisa

Awudingi amakhono okuhlela ukuze usebenzise ukulingiswa kwama-ejenti amaningi nge- InfoDome. Uhlelo olulodwa lubiza ama-€29 ngenyanga, luhlanganisa isabelomali sokusetshenziswa kwe-AI sanyanga zonke sama-€9 kanye namaphrojekthi angenamkhawulo, futhi lungakhanselwa noma nini. Lungisa isimo sakho sokuqala kukhonsoli ; ungasetha umsebenzi ngaphambi kokubhalisa.