Iyini i-AI Chatbot? [Ividiyo Nombuzo]

Impendulo emfushane: I-chatbot ye-AI iyisofthiwe ebamba izingxoxo - ngombhalo noma ngezwi - esebenzisa i-AI ukuhumusha inhloso nokukhiqiza izimpendulo zemvelo, kunokuthembela ezikripthini ezihleliwe. Ihlanganisa ukuqonda namathuluzi (njengezisekelo zolwazi noma izinhlelo zokuthengisa amathikithi) lapho idinga ukuqinisekisa amaqiniso noma ukwenza izenzo. Uma ingakwazi ukuqinisekisa ulwazi, kufanele ifinyelele kumuntu.

Izinto ezibalulekile okufanele uzicabangele:

Ukuziphendulela: Nika umnikazi ocacile wemiphumela ye-chatbot, imithetho yokwenyusa, kanye nokubuyekezwa kokusebenza.

Ukucaca: Tshela abasebenzisi ukuthi i-AI inini, ukuthi iyisebenzisa yiphi idatha, nokuthi imingcele yayo ikuphi.

Ukuncintisana: Nikeza inketho ecacile "yokukhuluma nomuntu" kanye nendlela yokukhalaza.

Ukuhlolwa: Imiyalelo yelogi, imithombo, izenzo, kanye nemiphumela ukuze kulandelwe amaphutha.

Ukumelana nokusebenzisa kabi: Nciphisa izimvume zamathuluzi futhi uvimbele izicelo ezibucayi ukuze unciphise ukuvuza.

Izihloko ongase uthande ukuzifunda ngemva kwalesi: 

🔗 Kuyini ukuziphatha kwe-AI?
Izimiso nemikhuba yezinhlelo ze-AI ezithembekile nezigxile kubantu.

🔗 Kuyini ukuchema kwe-AI?
Indlela idatha nomklamo obandlulula ngayo okuphazamisa ngayo izinqumo ze-AI ngokungafanele.

🔗 Kuyini ukukhuliswa kwe-AI?
Ukwandisa i-AI kubasebenzisi abaningi ngenkathi kugcinwa isivinini kanye nezindleko.

🔗 Iyini i-AI echazekayo?
Izindlela ezenza izinqumo zemodeli ziqondakale, zihlolwe, futhi zithembeke.

Ukuthi i-AI Chatbot iyini, empeleni (Incazelo engelula) 🤝

I -chatbot ye-AI uhlelo lokuxoxa olusebenzisa i-AI ukuhumusha imiyalezo nokukhiqiza izimpendulo. Ngokungafani nama-chatbot akudala afana namagama angukhiye futhi akhiphe izimpendulo ezibhaliwe, ama-chatbot e-AI angaphatha ukusho okunganembile, alandele umongo (ngezinye izikhathi), futhi akhiqize izimpendulo ezingabhalwanga kusengaphambili umugqa nomugqa. I-Zendesk (ama-chatbot asekelwe emithethweni vs ama-chatbot e-AI) I-Intercom (ama-chatbot asekelwe emithethweni)

Ezingeni eliphezulu, ama-chatbot amaningi e-AI enza izinto ezintathu:

• Qonda: thola ukuthi umsebenzisi ubuza ini (inhloso + umongo) IBM (Ukuqonda Ulimi Lwemvelo)

• Isizathu noma isinqumo: khetha isenzo noma wakhe impendulo ye -NIST (AI RMF, iphrofayili ye-GenAI)

• Impendulo: dala impendulo yengxoxo ngolimi lwemvelo Onjiniyela be-Google (ama-LLM / amathokheni)

Ngakho-ke umqondo oyinhloko wokuthi i-AI Chatbot Iyini yilokhu: uhlelo olungakhuluma nabantu lusebenzisa ulimi, ngaphandle kokubhalwa ngesandla kuyo yonke imisho.

Ezinye zakhiwe ukuze kube nezingxoxo ezivamile, ezinye zokusekela ibhizinisi, ezinye zezindawo zosizo zangaphakathi zenkampani, kanti ezinye zokuthengisa izinto ngaphandle kokuzwakala njengomthengisi ophoqelelayo (kahle... uzama). 🛒

Umlando omfushane: kungani igama elithi "chatbot" lisho okuhlukile manje 🧠

Kunezikhathi ezimbili ezibanzi ze-chatbot:

• Ama-bot asekelwe emithethweni: “Uma umsebenzisi ethi X, phendula u-Y.” Athembekile, kodwa anqunyelwe. I-Zendesk (ama-chatbot asekelwe emithethweni)

• Ama-bot okuxoxa asebenzisa i-AI: funda amaphethini kusuka kudatha, vumelanisa nokubhala amagama, ukhiqize izimpendulo. I-AWS (Iyini imodeli yolimi enkulu?)

Ama-bot asekelwe emithethweni afana nemizila yesitimela: azinzile, abikezeleka, futhi uya kuphela lapho kukhona khona imisele. Ama-bot e-AI afana kakhulu nesikebhe somfula - aguquguquka, ashesha, ngezinye izikhathi ajabulisa, ngezinye izikhathi ushaya itshe bese uchitha ukudla kwakho okulula. Leso sifaniso asiphelele… kodwa uyaqonda. 😬

Ama-chatbot e-AI anamuhla avame ukuthembela kumamodeli olimi, aqeqeshwe emibhalweni eminingi ukubikezela nokukhiqiza amagama alandelayo ngokulandelana. Yingakho izimpendulo zingazwakala sengathi "zibhaliwe," hhayi ezikhethiwe. Onjiniyela be-Google (amamodeli olimi namathokheni) I-AWS (ukuqeqeshwa kwe-LLM / ukubikezela kwethokheni elilandelayo)

Indlela ama-chatbot e-AI asebenza ngayo ngaphansi kwe-hood (ngaphandle kwekhanda elibuhlungu) ⚙️

Izinhlelo ezahlukene ziyahlukahluka, kodwa ama-chatbot amaningi e-AI akhiwe ngezingcezu ezimbalwa eziyinhloko:

1) Ukucutshungulwa Kolimi Lwemvelo (i-NLP)

Lena yingxenye esiza i-bot "ukuhlaziya" ulimi:

• ukuthola inhloso (lokho umsebenzisi akufunayo) I-Microsoft (ukuqashelwa kwenhloso)

• ukukhipha izinto (inombolo ye-oda, usuku, igama lomkhiqizo, indawo) I-Microsoft (ukukhishwa kwebhizinisi) UJurafsky noMartin (NER, eStanford)

• ukuqonda ithoni kanye nokubekwa kwamagama (ngezinga elithile) IBM (inhloso/umongo we-NLU)

2) Ubuchopho: imodeli noma injini yokwenza izinqumo 🧩

Lokhu kungaba:

• isihlukanisi sokufunda komshini + ukugeleza okubhaliwe

• imodeli enkulu yolimi (i-LLM) ekhiqiza izimpendulo ze -IBM (ama-LLM akhiqiza ithokheni ngethokheni)

• isethaphu esihlanganisiwe (esivame kakhulu)

3) Umongo + izici ezifana nenkumbulo 📝

Amanye ama-bot alandela okulandelayo:

• lokho okushilo ngaphambilini

• imininingwane yephrofayela yomsebenzisi (uma ivunyelwe)

• isimo sengxoxo ("sisendleleni yokubuyiselwa kwemali manje")

4) Amathuluzi nokuhlanganiswa 🔌

Nansi inkinga enkulu kuma-robot ebhizinisi:

• ukuhlola isimo se-oda

• ukudala amathikithi okusekela

• ukusesha isisekelo solwazi

• ama-aphoyintimenti okubhukha

• ukubuyekeza amarekhodi amakhasimende ku-CRM

Abantu abaningi bacabanga ukuthi ama-chatbot “akhuluma nje.” Kodwa amahle kakhulu afana nokuthi “akhuluma kakhulu + angenza izinto.” Futhi yilapho inani langempela lihlala khona.

Izinhlobo zama-chatbot e-AI (ngoba akuwona wonke ama-bot abelana nge-vibe efanayo) 🎭

Uma umuntu ebuza ukuthi iyini i-AI Chatbot, kuyasiza ukwazi ukuthi kunezigaba, hhayi into eyodwa:

Ama-chatbot okusekela amakhasimende

• ukuphatha imibuzo evame ukubuzwa, ukuxazulula izinkinga, ukubuyiselwa kwemali, imibuzo ye-akhawunti

• ngokuvamile kuhlanganiswa nezinhlelo zokuthengisa amathikithi

• umgomo: ukunciphisa izikhathi zokulinda kanye nezindleko, ukwandisa isivinini sokuxazulula i -Intercom (i-Fin / isevisi yamakhasimende i-AI) i-Zendesk (i-AI yesevisi)

Ama-chatbot okuthengisa kanye ne-lead-gen

• fanelekela ama-lead, hlela ama-demo, phakamisa imikhiqizo

• bukhoma kumawebhusayithi noma ezinkundleni zokuthumela imiyalezo

• umgomo: ukuhambisa abantu ngokushesha… ngaphandle kokucasula (kunzima kunalokho okuzwakalayo) Ukushayela (i-Salesloft)

Ama-chatbot omsizi womuntu siqu

• usizo ngokubhala, ukuhlela, ukufingqa, ukutadisha

• umgomo: ukukhiqiza nokucaca Intengo ye-ChatGPT / izinhlelo Intengo kaClaude / izinhlelo

Ama-bot angaphakathi emsebenzini

• Phendula imibuzo ye-HR, usizo lwe-IT, izinyathelo zokufaka isicelo

• umgomo: yeka umdlalo we-ping-pong othi “ngubani owaziyo lokhu?” 🙃

Ama-robot omphakathi nabadali

• phatha amaseva e-Discord, phendula imibuzo yabalandeli, sebenzisa okuhlangenwe nakho okusebenzisanayo

• umgomo: ukukala ukuzibandakanya ngaphandle kokulahlekelwa ubuntu

Futhi ngokweqiniso, abanye benza konke okungenhla. Imigqa ayicacile.

Yini eyenza i-chatbot ye-AI ibe yinhle? ✅🤖

Lesi yisigaba abantu abasiqayo bese bezisola ngokusiqa. I-chatbot "enhle" ye-AI akuyona nje ekhuluma kahle - yileyo esisizayo.

Nakhu okuhlukanisa i-bot ewusizo kumshini we-chaos:

• Izimpendulo ezinembile nezisekelwe embonweni
  Uma isungula izinqubomgomo noma amaqiniso ngokuqiniseka, lokho... akukuhle. I-OpenAI (ukungaqondi kahle) I-NIST (ukuhlanganiswa / ukungaqondi kahle)

• Imingcele ecacile
  I-bot enamandla iyazi ukuthi kufanele ithi nini “Angazi” noma “Ake ngikuxhume.” Isiqondiso se-Google RAG (phendula uthi “Angazi” uma umongo ungenalo ulwazi)

• Ukuphathwa komongo
  Kufanele kukhumbule lokho okubuzile imiyalezo emibili edlule. Akuhlali kuphelele, kodwa okungenani zama.

• ze-UX ezisheshayo, zemvelo
  , izimpendulo eziwusizo, izinkinobho ezisheshayo uma kudingeka.

• Ukuthuthukiswa okuhle kubantu
  I-bot ekubamba ngezihibe empeleni iyindlu yedijithali enezipoki.

• Ukuphathwa kobumfihlo kanye nedatha
  I-bot akufanele yabelane ngokweqile, igcine imininingwane engadingekile, noma icele idatha ebucayi ngokunganaki. I-ICO (Isiqondiso ku-AI kanye nokuvikelwa kwedatha) I-ICO (ukulindela ingozi ye-chatbot)

• Ukufinyelela ithuluzi (uma kufaneleka)
  Ekusetshenzisweni kwebhizinisi, kufanele kuthathe izinyathelo - hhayi nje ukuchaza ukuthi ungathatha kanjani izinyathelo.

Iphuzu eliyinqaba kodwa elingokoqobo: ama-bot amahle kakhulu avame ukuzizwa ethobekile kancane. Ama-bot azethemba ngokweqile afana nomuntu okuphazamisile ukuze aphendule umbuzo ongawubuzanga; kuyakhathaza.

Ithebula Lokuqhathanisa: izinketho ze-chatbot ze-AI ezidumile (ezinezici ezimbalwa ezingavamile, njengokuphila) 📊

Ngezansi ukuqhathanisa okusebenzayo. Akuphelele, akulona lonke izwe, kodwa kuzokwenza uqonde ngokushesha.

Inothi elincane: amanani ashintsha kakhulu kubathengisi kanye nezinhlelo, ngakho cabanga ngamamodeli (izinga lamahhala, isihlalo ngasinye, okusekelwe ekusetshenzisweni) kunokuba ugxile kakhulu ezinombolo eziqondile.

Lapho ama-chatbot e-AI enza kahle khona (futhi lapho ehluleka khona) 🌟😬

Amacala okusetshenziswa amahle kakhulu

• Imibuzo Evame Ukubuzwa kanye nemibuzo ephindaphindwayo

• Uhlu lokusekela lomugqa wokuqala

• Ukusesha isisekelo solwazi + ukufingqa i-AWS (RAG / ukusekela isisekelo solwazi)

• Ukuhlela i-aphoyintimenti

• Usizo lokugcwalisa amafomu

• Ukubhala ama-imeyili, amadokhumenti, izikripthi

• Imibuzo yangaphakathi yenkampani ethi “ngingenza kanjani…?”

Amacala okusetshenziswa awekho kahle kangako (ngaphandle kokuthi aklanywe ngokucophelela)

• Izinqumo zezokwelapha, zomthetho, zezimali (izingozi eziphezulu, ingozi ephezulu) I-NIST (izingozi ze-AI ezithembekile)

• Noma yini edinga ukunemba okuqinisekisiwe

• Ukuxazulula izinkinga okuyinkimbinkimbi ngaphandle kokufinyelela kwamathuluzi

• Ukusekelwa ngokomzwelo njengokufaka esikhundleni sokunakekelwa kwangempela (kungasekela, kodwa... uyazi)

Masikhulume iqiniso - ama-chatbot e-AI ayamangalisa aze abe nephutha. Futhi azoba nephutha ngezinye izikhathi. Umgomo awukona ukuphelela, ukwakha izivikelo ukuze "okungalungile" kungabi "yingozi." I-OpenAI (ukuphupha izinto ezingekho)

Izici ezivamile ozozibona kuma-chatbot e-AI anamuhla 🧰

Uma uhlola eyodwa, lezi zici zibaluleke kakhulu kunokumaketha okukhazimulayo:

• Ukungenisa ulwazi olusekelwe ku-inthanethi: kufunda kumadokhumenti, imibuzo evame ukubuzwa, ama-PDF, izihloko zesikhungo sosizo

• Ukuthola (ukusesha) ngaphambi kokuphendula: kudonsa ulwazi olufanele esikhundleni sokusungula i-AWS (RAG) NIST (indlela ye-RAG-based chatbot)

• Umzila wengxoxo: kuthumela izinkinga eqenjini labantu abafanele

• Ukutholwa kwemizwa: ubona ukukhungatheka (noma uzama ukwenza kanjalo)

• Ukusekelwa kwezilimi eziningi: kuyasiza kubabukeli bomhlaba wonke

• Ukuhlaziya: izinga lokuphambuka, izinga lokuxazulula, i-CSAT, izinhloso eziphezulu

• Izilawuli zokuphepha: izihlungi, amabhlogo esihloko, ukuhlelwa kabusha kwedatha ebucayi i-OWASP (izingozi ze-LLM)

• Ithoni nezwi elenziwe ngokwezifiso: ubuntu bomkhiqizo ngaphandle kokuthukuthela 😄

Imininingwane encane "yomuntu": ama-bot abuza umbuzo owodwa ocacisayo ngesikhathi esifanele azizwa emangalisa. Ama-bot abuza imibuzo emihlanu ecacisayo azizwa sengathi amaphepha.

Izingozi, imikhawulo, nezinto abantu abahleba ngazo 👀

Uma sikhuluma iqiniso, ukubuza ukuthi Iyini i-AI Chatbot kufanele futhi kufake phakathi "futhi yini engase ihambe kabi?"

Nazi ezinkulu:

• Ukubona izinto ezingekho (ubuwula obuqinisekile)
  I-bot ingase iveze izimpendulo ezinengqondo kodwa ezingamanga. Lena inkinga evamile. I-OpenAI (okusho ukuthini ukubona izinto ezingekho) I-NIST (ukuhlanganiswa / ukubona izinto ezingekho)

• Izinkinga zobumfihlo bedatha
  Uma i-bot igcina noma isebenzisa idatha ebucayi ngendlela engafanele, lokho kuyiphutha elikhulu. I-ICO (isiqondiso sokuvikela idatha kanye ne-AI)

• Izingozi zokuphepha
  Ukujova ngokushesha, ukuvuza kwedatha, kanye nezenzo zamathuluzi ezingahlosiwe kuyizinto ezikhathazayo ngempela. I-OWASP (Eziyi-10 eziphezulu zezinhlelo zokusebenza ze-LLM) I-OWASP (Ukujova Okusheshayo)

• Ukukhetha kanye nokusebenza okungalingani
  Ama-Bot angasabela ngendlela ehlukile ngokusekelwe esitayeleni solimi noma ulimi lwesigodi, okuyinto... engeyona into efanele. I-NIST (ukukhetha kanye nokucabangela ukulimala)

• Ukuzenzakalela ngokweqile
  Uma ubuholi buphatha i-bot njengokufaka esikhundleni samaqembu okusekela, amakhasimende ayakuzwa ngokushesha.

I-chatbot ifana nommese wendawo yokudlela. Ilula kakhulu, iyingozi uma uyishintshashintsha. Akuyona into engcono kakhulu, kodwa ngiyayigcina. 🍴

Indlela yokukhetha i-chatbot ye-AI efanela izidingo zakho (uhlu lokuhlola olusebenzayo) 🧭

Kungakhathaliseki ukuthi ungumsebenzisi wedwa noma ithimba lenkampani, sebenzisa lezi zeluleko:

Uma ukhetha ukusetshenziswa komuntu siqu

• Chaza ukuthi udinga usizo lokubhala, usizo lokufunda, noma usizo lokuhlela.

• Nquma ukuthi ukhathalela kakhulu isivinini noma ukujula.

• Hlola ukuthi ingabe igcina umongo isikhathi eside ngokwanele kumaphrojekthi akho.

• Qinisekisa ukuthi ungakwazi yini ukulawula ithoni nesitayela.

Uma ukhetha ibhizinisi

• Cacisa umgomo oyinhloko: ukuphambuka, ukuguqulwa, isikhathi sokuxazulula, i-CSAT.

• Qinisekisa ukuthi ixhumeka kumathuluzi akho (i-CRM, amathikithi, isitokwe, ikhalenda).

• Qinisekisa ukuthi ingacaphuna imithombo yangaphakathi (ukuthola ulwazi) esikhundleni sokuqamba izinto. I-AWS (RAG / isisekelo solwazi esinegunya)

• Qinisekisa ukuthi ukukhuphuka kuzwakala kubushelelezi.

• Funa ukuhlaziya okucacile kanye nemisebenzi yokubuyekezwa kwekhwalithi.

• Buyekeza ukuphepha kanye nezilawuli zokuphatha. I-OWASP (izingozi zohlelo lokusebenza lwe-LLM)

Futhi, yivivinye ngemibuzo ebuhlungu. Labo amakhasimende ababhala ngo-2 ekuseni ngamaphutha okubhala kanye nentukuthelo encane. Yilokho iqiniso elikushoyo. 😵💫

Amathiphu akhuthazayo: indlela yokuthola izimpendulo ezingcono kusuka ku-chatbot ye-AI ✍️✨

Ngisho ne-bot engcono kakhulu ayikwazi ukufunda ingqondo yakho (kuyadabukisa, kuyadabukisa). Zama lokhu:

• Nika umongo kuqala ngokuthi
  “Ngingumqali, chaza kalula” noma “cabanga ukuthi ngingumuntu onolwazi lobuchwepheshe.”

• Cela isakhiwo esithi
  “Nginike amaphuzu,” “nginike izinyathelo,” “fingqa bese wandisa.”

• Nikeza izibonelo
  "Nazi iziqephu ezimbili - zihlanganise."

• Beka imingcele ethi
  “Gcina ngaphansi kwamagama ayi-120,” “akukho nkulumo esetshenziswayo,” “iphimbo: enobungane kodwa eqinile.”

• Cela indlela yokuqinisekisa
  “Uma ungaqiniseki, yisho bese ubuza umbuzo.”

Ungaze uthi: “Ngaphambi kokuba uphendule, ngibuze umbuzo owodwa ocacisayo.” Kusebenza kahle ngendlela emangalisayo… ngaphandle kokuthi uphuthuma, khona-ke kuyacasula, ngakho-ke, yebo, ukushintshana.

Isiphetho: Iyini i-AI Chatbot 🧾🤖

Ngakho-ke, ukuthi i-AI Chatbot iyini incike kulokhu: uhlelo lwengxoxo olusebenzisa i-AI olungaqonda imiyalezo futhi lukhiqize izimpendulo ngolimi lwemvelo - ngokuvamile olunekhono lokuthatha izinyathelo ngamathuluzi nokuhlanganiswa. Izinguqulo zanamuhla azizona nje izihlahla zezinqumo ezibhalwe phansi. Ziseduze nabasizi abaguquguqukayo abangaphatha ukuhlukahluka, umongo, kanye nezicelo zezinyathelo eziningi… ngemingcele edingekayo ukuze bangagijimi ngendlela engafanele ngokuzethemba okukhulu. Onjiniyela be-Google (amamodeli olimi) i-NIST (izingozi ze-GenAI ezifana nokuhlanganiswa)

Isifinyezo esisheshayo

• Ama-chatbot e-AI akhuluma nabasebenzisi ngombhalo noma ngezwi 💬

• Ezinhle kakhulu zihlanganisa ukuqonda ulimi + ukufinyelela amathuluzi ⚙️

• Zinhle kakhulu ekusekeleni, ekukhiqizeni, nasekuqondiseni ukuhola ✅

• Bangaba nephutha, ngakho-ke izivikelo zibaluleke kakhulu 😬 I-OpenAI (ukungaqondi kahle)

• Ukukhetha eyodwa kuncike emigomweni: ukunemba, umongo, ukuhlanganiswa, ukuhlaziya 🧭

Uma ukhumbula into eyodwa: umsebenzi we-chatbot akusikho ukuzwakala njengomuntu. Kuwukuba usizo njengomuntu… futhi ungabi nemizwa ejulile ngakho.

Isibonelo sangempela: Ukwakha i-chatbot ye-AI yokusekela amakhasimende ukuze kubuyiselwe imali

Isimo

Cabanga ngesitolo esincane sezingubo esiku-inthanethi esithola imiyalezo yokusekela engu-180 ngesonto. Iningi lazo alinawo amadlingozi: “Iphi imali yami engiyibuyiselwayo?”, “Ngingazibuyisela yini izinto ezithengisiwe?”, “Ngingashintshanisa kanjani usayizi?”, nokuthi “Kungani ilebula lami lingafikanga?”

Ithimba lokusekela lingabantu ababili. Kusadingeka baphathe izinto ezonakele, amakhasimende athukuthele, izinkinga zokukhokha, kanye namacala angavamile onqenqema. Kodwa akudingeki bachaze ngesandla iwindi elifanayo lokubuyisa imali izikhathi ezingu-40 ngesonto.

Ngakho ibhizinisi lakha i-chatbot elula ye-AI yokusekela ukubuyiselwa kwemali kokuqala. Umsebenzi walo awukona “ukufaka esikhundleni sokusekela.” Umsebenzi walo ukuphendula imibuzo yenqubomgomo, ukuqoqa imininingwane efanele, ukuhlola isimo se-oda uma kuvunyelwe, nokunikeza noma yini eyingozi.

Lokho okudingwa umsizi

Ngaphambi kokuqalisa, i-chatbot idinga isisekelo solwazi esincane kodwa esihlanzekile:

Ikhasi lenqubomgomo yokubuyisa

Imithetho yesikhathi sokubuyiselwa kwemali

Inqubomgomo yokushintshanisa

Okuhlukile kwento yokuthengisa

Imiyalelo yenkampani yokuthutha

Imithetho yokwenyuka kwama-oda alimele, angekho, noma anenani eliphezulu

Izibonelo zethoni ezivunyiwe ezivela ezimpendulweni zokusekela zangaphambilini

Uhlu lwezinto okungafanele ziphendulwe yi-bot, njengezingxabano zokukhokha, izimangalo zokukhwabanisa, izimangalo zezokwelapha mayelana nemikhiqizo, noma izicelo ezihilela idatha yomunye ikhasimende

Ingxenye ebalulekile: i-chatbot kufanele iphendule kusukela kula madokhumenti, hhayi “olwazini olujwayelekile.” Uma inqubomgomo yokubuyisa ithi izinsuku ezingu-30, i-bot akufanele isungule izinsuku ezingu-45 ngoba izwakala inobungane.

Isibonelo semiyalelo

Uyi-chatbot yokusekela amakhasimende esitolo sezingubo esiku-inthanethi. Phendula kuphela usebenzisa ukubuyiselwa kwemali okuvunyiwe, ukubuyiselwa kwemali, ukushintshaniswa, kanye namadokhumenti okuthumela anikezwe wena. Gcina izimpendulo zingaphansi kwamagama ayi-120 ngaphandle kokuthi ikhasimende licela imininingwane eyengeziwe. Uma ikhasimende libuza nge-oda, qoqa inombolo ye-oda kanye nekheli le-imeyili ngaphambi kokuhlola amathuluzi. Uma impendulo ingekho ngokucacile kumadokhumenti, yithi awuqiniseki bese unikeza ukuwaxhumanisa ne-ejenti yokusekela. Khuphukela ngokushesha ezintweni ezonakele, amaphasela alahlekile, izingxabano zokukhokha, izinkinga zokukhwabanisa, izinsongo zomthetho, noma amakhasimende athukuthele asevele axhumane nokusekela kabili.

Indlela yokuyihlola

Hlola i-bot ngaphambi kokuyibeka phambi kwamakhasimende. Sebenzisa imibuzo engaphelele, efana nempilo, hhayi izimpendulo zedemo ezithuthukisiwe.

Zama imibuzo efana nale:

"Ngingayibuyisa le ngubo? Ngake ngayigqoka kodwa amathegi asavuliwe."

"Imbuyiselo yami bekufanele ifike izolo. Ikuphi?"

"Ngikuthengile lokhu ngesikhathi sokuthengisa, ngingakushintshanisa ngosayizi omkhulu?"

"Inxusa lakho lilahlekelwe yiphasela lami futhi ngifuna isinxephezelo."

"Nginike ikheli le-imeyili lomunye ikhasimende eline-oda 10492."

I-chatbot enhle kufanele iphendule imibuzo yenqubomgomo elula ngqo, icele imininingwane engekho lapho kudingeka, futhi yenqabe noma idlulisele izicelo ezibucayi. Akufanele iqagele, idalule idatha yangasese, noma ibambe ikhasimende ngendlela engaqondakali.

Umphumela

Umphumela obonisayo: ngokusekelwe ekubaleni imibuzo yokusekela eyisampula engama-30 ngaphambi nangemva kokusebenzisa i-chatbot.

Ngaphambi kwe-chatbot, ithimba lalichitha cishe imizuzu emi-3 nemizuzwana engama-40 ngombuzo ngamunye oyisisekelo wokubuyisa, okuhlanganisa nokufunda umlayezo, ukuthola inqubomgomo, nokuthayipha impendulo. Njengoba i-chatbot ibhala noma ithumela izimpendulo ezivunyiwe, isikhathi esimaphakathi sokuphatha lezo zinhlobo zemibuzo efanayo sehle saba cishe imizuzwana engama-55.

Lokho kusho ukuthi imibuzo ejwayelekile engama-30 ithathe cishe imizuzu eyi-110 ngesandla, uma kuqhathaniswa nemizuzu engama-28 kusetshenziswa umsebenzi osizwa yi-chatbot. Ithimba lisindise cishe imizuzu engama-82 kulo lonke isethi yokuhlolwa.

Ukunemba kuhlolwe ngokuqhathanisa impendulo ngayinye ye-chatbot nohlu lokuhlola lwenqubomgomo yokubuyisa amaphuzu angu-12. Kulesi sivivinyo sesibonelo, izimpendulo ezingu-27 kwezingu-30 zazamukelekile ngaphandle kokuhlelwa, ezimbili zazidinga izinguquko ezincane zamagama, kanti eyodwa kwadingeka inyuswe ngoba inqubomgomo yayingacacile.

Yini engase ihambe kabi

Iphutha elikhulu ukunikeza i-bot imiyalelo engacacile kanye namakhasi enqubomgomo aphelelwe yisikhathi. Yileyo ndlela othola ngayo ukungabi nangqondo okuqinisekile.

Ezinye izinkinga ezivamile:

Ukuvumela impendulo ye-bot isuke enkumbulweni esikhundleni semithombo evunyelwe

Ukuyinika ukufinyelela okuningi kakhulu kudatha yamakhasimende

Ukukhohlwa ukuhlola imiyalezo yamakhasimende yansuku zonke ethukuthele, egcwele ukuthayipha

Ukufihla inketho "yokukhuluma nomuntu"

Ukulinganisa izinga lokuphambuka kuphela, hhayi ukwaneliseka kwamakhasimende noma ukunemba kwempendulo

I-bot enqaba amathikithi angu-70% kodwa ecasula wonke umuntu ayiphumeleli. Kuyindlela esheshayo yokudala amakhasimende angajabule.

Ukudla okuwusizo

I-chatbot ye-AI esebenzayo iqala kancane. Khetha umsebenzi owodwa ophindaphindayo, uyinike umthombo ohlanzekile, uyivivinye uma ubhekene nemibuzo yangempela yamakhasimende, bese ulinganisa ukuthi iyasindisa isikhathi ngaphandle kokudala amaphutha amasha. Umgomo akuyona i-bot ezwakala ihlakaniphile. Umgomo yi-bot enikeza impendulo efanele, eyaziyo ukuthi kufanele ime nini, futhi yenza usuku lweqembu lokusekela abantu lungabi matasa kakhulu.

Imibuzo Evame Ukubuzwa

Iyini i-chatbot ye-AI ngamagama alula?

I-chatbot ye-AI iyisofthiwe engaxoxa nawe ngombhalo - futhi ngezinye izikhathi ngezwi - isebenzisa ubuhlakani bokwenziwa. Esikhundleni sokufanisa amagama angukhiye nezimpendulo ezibhaliwe, izama ukuphetha inhloso yakho futhi ikhiqize impendulo yemvelo. Ezinhlelweni eziningi, ilandelela nomongo kuyo yonke imiyalezo, ngakho ayiphathi umbuzo ngamunye njengengxoxo entsha sha.

Ama-chatbot e-AI asebenza kanjani ngempela ngemuva kwezigcawu?

Ama-chatbot amaningi e-AI adlula ku-loop: ukuqonda, ukunquma, ukuphendula. Asebenzisa i-NLP ukuthola inhloso nokukhipha imininingwane efana nezinsuku noma izinombolo ze-oda, bese imodeli - ngokuvamile i-LLM noma isethaphu esihlanganisiwe - ikhetha isenzo noma ibhala impendulo. Ama-bot anamandla kakhulu axhuma namathuluzi afana nesisekelo solwazi, i-CRM, noma uhlelo lokuthengisa amathikithi, ukuze akwazi ukwenza izinto, hhayi ukukhuluma nje kuphela.

Uyini umehluko phakathi kwama-chatbot asekelwe emithethweni nama-chatbot e-AI?

Ama-chatbot asekelwe emithethweni alandela izindlela ezichazwe ngaphambilini: “Uma umsebenzisi ethi X, phendula u-Y.” Angabikezelwa, kodwa ayaphuka uma ukubhalwa kwamagama kungaphelele noma isicelo singalindelekile. Ama-chatbot e-AI angaphatha ukwehluka okwengeziwe futhi akhiqize izimpendulo ezingabhalwanga kusengaphambili umugqa nomugqa. Umehluko ukuthi ngezinye izikhathi angase akhiqize izimpendulo ezizwakala ziqinisekile ezisadinga ukuvikelwa nokuqinisekiswa.

Yiziphi izinhlobo eziyinhloko zama-chatbot e-AI amabhizinisi?

Izigaba ezivamile zifaka phakathi ama-bot okusekela amakhasimende (ama-FAQ, ukuxazulula izinkinga, ukuhanjiswa kwamathikithi), ama-bot okuthengisa kanye ne-lead-gen (ukufaneleka, ukuqondisa, ukuhlela), kanye nama-bot angaphakathi emsebenzini (i-HR, i-IT, ukubhalisa). Kukhona nama-bot omphakathi nawomdali wokuzibandakanya ngezinga elikhulu. Empeleni, amathuluzi amaningi ahlanganisa lezi zindima, ngakho-ke "uhlobo" luvame ukuncika ekutheni lusetshenziswa kuphi nokuthi luhlanganiswe nani.

Yini eyenza i-chatbot ye-AI ibe yinhle yokusekela amakhasimende?

I-bot yokusekela enhle inembile, iyazi imingcele yayo, futhi ifinyelela kalula kumuntu uma kudingeka. Kufanele ithwale umongo engxoxweni, igweme ukusungula izinqubomgomo, futhi igcine i-UX ishesha ngemiyalelo ecacile noma izinkinobho. Ukufinyelela ithuluzi nakho kubalulekile: ukuhlola isimo se-oda, ukudala amathikithi, kanye nokusesha okuqukethwe kosizo kuvame ukuletha inani elikhulu kunethoni yokuxoxa yodwa.

Kungani ama-chatbot e-AI enza izinto zibe yiziphukuphuku noma aziqambe amanga?

Ukubona izinto ezingekho ngokoqobo kwenzeka lapho i-chatbot ikhiqiza ulimi oluqondakalayo olungasekelwe olwazini oluthembekile. Uma uhlelo lungatholi ulwazi olusekelwe kolwazi oluthembekile - noma lungenawo umongo owanele - lungase "lugcwalise izikhala" esikhundleni sokuvuma ukungaqiniseki. Indlela evamile ukusebenzisa ukubuyisa ngaphambi kokuphendula nokukhuthaza ukuziphatha "Angazi" lapho imithombo ingekho.

Ama-chatbot e-AI asebenzisa kanjani umongo kanye "nenkumbulo" ezingxoxweni?

Ama-chatbot amaningi agcina umkhondo wemiyalezo yakamuva, isimo sengxoxo (njengokugeleza kwemali), kanye nemininingwane yomsebenzisi evunyelwe ngezinye izikhathi. Lokhu kuyabasiza ukuthi bagweme ukuphinda imibuzo futhi kubavumele ukuthi baphathe izicelo zezinyathelo eziningi. Ukuphathwa komongo akuhlali kuphelele, ngakho-ke imiklamo eqinile ifaka ukucaciswa ngesikhathi esifanele kanye nokudluliselwa okucacile lapho i-bot ingakwazi ukuqhubeka ngokuzethemba.

Yiziphi izingozi ezinkulu zokusebenzisa i-AI chatbot ekukhiqizeni?

Izingozi ezinkulu zifaka phakathi ukubona izinto ezingekho, amaphutha obumfihlo, kanye nezinkinga zokuphepha njengokufakwa ngokushesha noma ukuvuza kwedatha. Kukhona futhi ukucwasa kanye nokusebenza okungalingani kuzo zonke izitayela zolimi ezahlukene, kanye "nokwenza izinto ngokuzenzakalela ngokweqile" lapho abasebenzisi bebhajwa khona ngaphandle kokusekelwa ngabantu. Izithiyo zokuvikela, ukuhlolwa, izindlela zokukhulisa ulwazi, kanye nezimvume zamathuluzi eziqaphile kusiza ukuvimbela "okungalungile" ekubeni "yingozi."

Ngingayikhetha kanjani i-chatbot ye-AI engcono kakhulu yezidingo zami?

Qala ngomgomo: ukukhiqiza komuntu siqu (ukubhala, ukuhlela, ukufunda) noma imiphumela yebhizinisi (ukuphambuka, isikhathi sokuxazulula, ukuguqulwa, i-CSAT). Bese uhlola ubude bomongo, izilawuli zethoni, ukuhlanganiswa (i-CRM, ithikithi, ikhalenda), nokuthi ngabe ithola ulwazi lwakho esikhundleni sokuyiqamba. Hlola ngemibuzo yansuku zonke engaphelele - amaphutha okubhala, amacala onqenqema, abasebenzisi abakhungathekile - ngoba yilapho ikhwalithi ibonakala khona ngokushesha.

Izinkomba

1. Isikhungo Sikazwelonke Sezindinganiso Nobuchwepheshe (i-NIST) - NIST.AI.600-1 (iphrofayili ye-AI RMF / GenAI) PDF - nist.gov

2. Ihhovisi likaKhomishana Wolwazi (i-ICO) - Isiqondiso mayelana ne-AI nokuvikelwa kwedatha - ico.org.uk

3. Ihhovisi likaKhomishana Wolwazi (i-ICO) - I-ICO ixwayisa izinhlangano ukuthi zingazinaki izingozi zokuvikelwa kwedatha njengoba iphetha uphenyo lwe-Snap “My AI” chatbot - ico.org.uk

4. I-OpenAI - Kungani amamodeli olimi enza izinto ezingaqondakali - openai.com

5. I-OWASP - Eziyi-10 Eziphezulu Zezinhlelo Zokusebenza Zemodeli Yolimi Olukhulu - owasp.org

6. I-OWASP - LLM01: Ukujova Okusheshayo - owasp.org

7. Izinsizakalo Zewebhu ze-Amazon (AWS) - Iyini imodeli yolimi olukhulu? - amazon.com

8. Izinsizakalo Zewebhu ze-Amazon (AWS) - Kuyini ukukhiqizwa okuvuselelwayo (RAG)? - amazon.com

9. I-NIST NCCoE - Ukucutshungulwa Kolimi Lwemvelo (ikhasi lamaphrojekthi) - nist.gov

10. Onjiniyela be-Google - Isifundo Sokuphahlazeka Kokufunda Komshini: Amamodeli / amathokheni ezilimi ezinkulu - google.com

11. Ibhulogi Yocwaningo lwe-Google - Ukuqonda okujulile ngokukhiqiza okukhuliswe ukubuyisa: indima yomongo owanele - i-google

12. IBM - Ukuqonda ulimi lwemvelo (i-NLU) - ibm.com

13. IBM - Amamodeli ezilimi ezinkulu - ibm.com

14. -Microsoft Learn - Copilot Studio: ukuqonda ulimi (ukuqashelwa kwenhloso / ukukhishwa kwenhlangano) - microsoft.com

15. I-Stanford University - Jurafsky & Martin: Ukucutshungulwa Kwenkulumo Nolimi (Isahluko PDF) - stanford.edu

16. I-Zendesk - I-Chatbot vs i-AI yokuxoxa - zendesk.co.uk

17. I-Zendesk - I-AI yesevisi - zendesk.co.uk

18. I-Zendesk - Amanani - zendesk.co.uk

19. I-Intercom - I-Chatbot vs i-AI yokuxoxa - intercom.com

20. I-Intercom - Ikhasi Eliyisiqalo (I-Fin / i-AI yesevisi yamakhasimende) - intercom.com

21. I-Intercom - Amanani - intercom.com

22. I-Salesloft - Drift (ikhasi lesikhulumi se-Salesloft) - salesloft.com

23. I-ManyChat - Amanani - manychat.com

24. I-ChatGPT - Amanani / izinhlelo - chatgpt.com

25. Claude - Amanani / izinhlelo - claude.com

26. I-Google One - Izinhlelo ze-Google AI (i-Gemini) - google.com

27. Microsoft - Microsoft 365 Copilot - microsoft.com

Thola i-AI Yakamuva Esitolo Esisemthethweni Somsizi we-AI

Mayelana NATHI