He aha te karetao kōrerorero AI? [Ataata me te Pātaitai]

Whakautu poto: He pūmanawa te karetao kōrerorero AI e whakahaere ana i ngā kōrerorero - mā te tuhinga, mā te reo rānei - e whakamahi ana i te AI hei whakamārama i te kaupapa me te whakaputa whakautu tūturu, kaua e whakawhirinaki ki ngā tuhinga pumau. Ka honoa e ia te māramatanga me ngā taputapu (pēnei i ngā turanga mātauranga, i ngā pūnaha tikiti rānei) ina hiahia ia ki te whakaū i ngā meka, ki te mahi rānei i ngā mahi. Ki te kore e taea e ia te manatoko i ngā mōhiohio, me tuku atu ki te tangata.

Ngā kōrero matua hei whakaaroaro:

Te Haepapa: Whakaritea he rangatira mārama mō ngā putanga o ngā karetao kōrerorero, ngā ture whakapiki i te kawenga, me ngā arotake mahi.

Māramatanga: Me kī atu ki ngā kaiwhakamahi ko tēhea te AI, ko ēhea ngā raraunga e whakamahia ana e ia, me ōna rohe.

Whakataetae: Homai he kōwhiringa mārama mō te "kōrero ki tētahi tangata" me te ara piira.

Aromātai: Ka takiuru i ngā tohu, ngā pūtake, ngā mahi, me ngā putanga kia taea ai te whai i ngā hapa.

Ātete ki te whakamahinga hē: Whakawhāitihia ngā whakaaetanga taputapu me te ārai i ngā tono tairongo hei whakaiti i te turuturu.

Ngā tuhinga ka pai pea koe ki te pānui i muri i tēnei: 

🔗 He aha ngā tikanga matatika o te AI?
Ngā mātāpono me ngā mahi mō ngā pūnaha AI pono, e aro ana ki te tangata.

🔗 He aha te whakaaro pākiki o te AI?
Te āhua o te whakapohehe hē a ngā raraunga me ngā hoahoa i ngā whakataunga AI.

🔗 He aha te kaha o te AI ki te whakawhanui?
Te whakawhānui i te AI ki te tini o ngā kaiwhakamahi me te pupuri tonu i te tere me te utu.

🔗 He aha te AI ka taea te whakamārama?
Ngā tikanga e mārama ai, e taea ai te arotake, ā, e pono ai hoki ngā whakataunga tauira.

He aha te tikanga o tētahi karetao kōrerorero AI, i roto i te mahi (Ko te whakamāramatanga ehara i te mea hoha) 🤝

He karetao kōrerorero AI e whakamahi ana i te AI hei whakamārama i ngā karere me te whakaputa whakautu. Kāore i rite ki ngā karetao kōrerorero tawhito e taurite ana i ngā kupumatua me te whakaputa whakautu kua tuhia, ka taea e ngā karetao kōrerorero AI te whakahaere i ngā kupu kāore i te tino tika, te whai i te horopaki (i ētahi wā), me te whakaputa whakautu kāore i tuhia i mua i te rārangi-ki-te-rārangi. Zendesk (ngā karetao kōrerorero e hangai ana ki te ture, ki te AI rānei) Intercom (ngā karetao kōrerorero e hangai ana ki te ture)

I te taumata teitei, e toru ngā mahi a te nuinga o ngā karetao kōrerorero AI:

• Mārama: kimihia te mea e pātaihia ana e te kaiwhakamahi (kaupapa + horopaki) IBM (Mārama Reo Taiao)

• Take, whakatau rānei: whiriwhiria he mahi, hangaia rānei he whakautu NIST (AI RMF, kōtaha GenAI)

• Whakautu: whakaputa whakautu kōrero i roto i te reo tūturu a Google Developers (LLMs / tokens)

Nā reira, ko te ariā matua kei muri i te He aha te karetao kōrerorero AI (AI Chatbot) ko tēnei: ​​he pūnaha ka taea te kōrero ki te tangata mā te whakamahi i te reo, me te kore e tuhia ā-ringa mō ia rerenga kōrero.

Ko ētahi he mea hanga mō te kōrero noa, ko ētahi mō te tautoko pakihi, ko ētahi mō ngā tēpu āwhina ā-roto o te kamupene, ā, ko ētahi mō te hoko taonga me te kore e rite ki te kaihoko akiaki (āe… e ngana ana). 🛒

Te hītori poto: he aha te tikanga o te "chatbot" he rerekē inaianei 🧠

E rua ngā wā whānui o te karetao kōrerorero:

• Ngā karetao e hangai ana ki ngā ture: "Ki te mea te kaiwhakamahi he X, whakautua he Y." He pono, engari he iti noa iho. Zendesk (ngā karetao kōrerorero e hangai ana ki ngā ture)

• Ngā karetao kōrerorero e whakamahia ana e te AI: ako i ngā tauira mai i ngā raraunga, urutau ki te whakatakoto kupu, whakaputa urupare. AWS (He aha te tauira reo nui?)

He rite ngā karetao ture ki ngā ara tereina: he pumau, he matapae, ā, ka haere noa koe ki ngā wāhi kei reira ngā reriwe. He rite ngā karetao AI ki te waka awa - he ngāwari, he tere, he whakahihiri i ētahi wā, i ētahi wā ka pā koe ki te toka ka maringi ō kai. Kāore i te tino tika taua kupu whakarite… engari ka mārama koe. 😬

He maha ngā wā ka whakawhirinaki ngā karetao kōrerorero AI hou ki ngā tauira reo, e whakangungua ana ki te maha o ngā tuhinga hei matapae me te whakaputa i ngā kupu e whai ake nei i roto i tētahi raupapa. Koia te take ka taea ai e ngā whakautu te ahua "kua tuhia", kāore i te tīpakohia. Ngā Kaiwhakawhanake Google (tauira reo me ngā tohu) AWS (whakangungu LLM / matapae tohu-muri)

Te mahi a ngā karetao kōrerorero AI i raro i te taupoki (me te kore e pāngia e te mamae) ⚙️

He rerekē ngā pūnaha rerekē, engari ko te nuinga o ngā karetao kōrerorero AI he mea hanga mai i ētahi wāhanga matua:

1) Te Tukatuka Reo Māori (NLP)

Koinei te wāhanga e āwhina ana i te karetao ki te "tātari" i te reo:

• te kimi i te hiahia (te mea e hiahiatia ana e te kaiwhakamahi) Microsoft (te mōhio ki te hiahia)

• te tango i ngā hinonga (tau ota, rā, ingoa hua, tauwāhi) Microsoft (tango hinonga) Jurafsky & Martin (NER, Stanford)

• te mārama ki te reo me te kīanga (ki tētahi taumata) IBM (kaupapa/horopaki NLU)

2) He roro: he tauira, he miihini whakatau rānei 🧩

Tērā pea tēnei:

• he whakarōpūtanga ako mīhini + ngā rerenga kua tuhia

• he tauira reo nui (LLM) e whakaputa ana i ngā urupare IBM (ka whakaputahia e ngā LLM he tohu-mā-te-tohu)

• he whakatakotoranga ranu (he mea tino noa)

3) Ngā āhuatanga horopaki + ngā āhuatanga mahara 📝

Ka aroturukihia e ētahi karetao:

• ngā mea i kōrerotia e koe i mua

• ngā taipitopito kōtaha kaiwhakamahi (mēnā ka whakaaetia)

• āhua kōrero ("kei roto mātou i te rerenga whakahoki moni inaianei")

4) Ngā taputapu me ngā whakaurunga 🔌

Koinei te mea nui mō ngā karetao pakihi:

• te tirotiro i te tūnga ota

• te hanga tīkiti tautoko

• te rapu i tētahi pūtake mātauranga

• te whakarite i ngā wā whakarite

• te whakahou i ngā pūkete kiritaki i roto i te CRM

He tokomaha te hunga e whakaaro ana he "kōrero noa iho" ngā karetao kōrerorero. Engari ko ngā mea pai rawa atu he rite ki te "kōrero me te taea te mahi i ngā mea." Ā, koinei te wāhi e kitea ai te uara tūturu.

Ngā momo karetao kōrerorero AI (nā te mea kāore e rite te āhua o ngā karetao katoa) 🎭

Ina pātai mai tetahi he aha te AI Chatbot, he mea āwhina te mōhio kei reira ngā kāwai, ehara i te mea kotahi:

Ngā karetao kōrerorero tautoko kiritaki

• whakahaere i ngā FAQs, te rapurongoā, ngā whakahokinga moni, ngā pātai pūkete

• he maha ngā wā ka whakauruhia ki ngā pūnaha tikiti

• Whāinga: whakaiti i ngā wā tatari me ngā utu, whakapiki i te tere o te whakataunga Intercom (Fin / ratonga kiritaki AI) Zendesk (AI mō te ratonga)

Ngā karetao kōrerorero hokohoko me te whakaputa-arataki

• tohu i ngā kaiārahi, whakarite i ngā whakaaturanga, tūtohu hua

• ora i runga i ngā paetukutuku, i ngā papaaho karere rānei

• Whāinga: te neke i te tangata kia tere ake… me te kore e hoha (he uaua ake i te tangi) Drift (Salesloft)

Ngā karetao kōrerorero āwhina whaiaro

• āwhina ki te tuhituhi, te whakamahere, te whakarāpopototanga, te ako

• whāinga: te hua me te māramatanga Te utu / ngā mahere a ChatGPT Te utu / ngā mahere a Claude

Ngā karetao ā-roto o te wāhi mahi

• whakautu i ngā pātai HR, āwhina IT, mahi whakauru

• whāinga: kati te kēmu ping-pong "ko wai ka mōhio ki tēnei?" 🙃

Ngā karetao hapori me ngā kaihanga

• whakahaere i ngā tūmau Discord, whakautu i ngā pātai a ngā pā, whakahaere i ngā wheako taunekeneke

• whāinga: te whakanui i te whai wāhi me te kore e ngaro te tuakiri

Ā, he pono, ko ētahi e mahi ana i ngā mea katoa o runga ake nei. Ka memeha haere ngā rārangi.

He aha te mea e pai ai te karetao kōrerorero AI? ✅🤖

Koinei te wāhanga ka pekehia e te tangata, kātahi ka pouri mō te pekehia. Ehara i te mea he pai noa te kōrero a te karetao kōrerorero AI "pai" - engari he mea āwhina.

Anei te mea e wehewehe ana i tētahi karetao āwhina mai i tētahi mīhini whakakorikori:

• Te tika me ngā whakautu whai take
  Mena he maia ki te tito kaupapa here, ki ngā meka rānei, ehara tēnā i te mea ātaahua. OpenAI (whakaaro pōhewa) NIST (whakaaro huna/whakaaro pōhewa)

• Ngā rohe mārama
  E mōhio ana te karetao kaha ki te wā e kī ai "Kāore au i te mōhio" me te "Tukua ahau kia hono atu koe." He aratohu RAG a Google (whakautu "Kāore au i te mōhio" mēnā kāore he mōhiohio i roto i te horopaki)

• Te whakahaere i te horopaki
  Me maumahara ki ngā mea i pātaihia e koe i ngā karere e rua kua pahure. Kāore i te tino tika i ngā wā katoa, engari me ngana.

• He tere, he māori hoki te UX.
  He poto ngā whakautu, he āwhina ngā tohutohu, he tere ngā pātene ina hiahiatia.

• He pai te whakatairanga ki te tangata.
  Ko te karetao e hopu ana i a koe i roto i ngā koropiko he rite tonu ki te whare wairua mamati.

• Te tūmataitinga me te whakahaere raraunga
  Kaua te karetao e tohatoha nui rawa, e penapena taipitopito koretake, e tono noa rānei i ngā raraunga tairongo. ICO (Aratohu mō te AI me te tiaki raraunga) ICO (ngā tumanakohanga mōrearea o te karetao kōrerorero)

• Te urunga ki ngā taputapu (inā tika)
  Mō ngā mahi pakihi, me mahi - kaua e whakamārama noa me pēhea te mahi.

He kōrero rerekē engari he mea tūturu: he maha ngā wā ka whakaititia te hunga karetao pai rawa atu. He rite ngā karetao tino māia ki tētahi tangata e whakatapokopoko ana i a koe ki te whakautu i tētahi pātai kāore i pātaihia e koe; he tino hoha.

Ripanga Whakataurite: ngā kōwhiringa karetao kōrerorero AI rongonui (me ētahi āhuatanga rerekē, pērā i te ora) 📊

Kei raro nei tētahi whakataurite whai hua. Ehara i te mea tino tika, ehara hoki i te mea whānui, engari ka tere ai tō ārahi.

He kōrero ngāwari: he nui ngā rerekētanga o ngā utu puta noa i ngā kaihoko me ngā mahere, nō reira whakaarohia ngā tauira (taumata kore utu, mō ia tūru, e hangai ana ki te whakamahinga) kaua e aro nui ki ngā tau tika.

Te wāhi e tino pai ai ngā karetao kōrerorero AI (me te wāhi e ngoikore ai rātou) 🌟😬

Ngā whakamahinga pai rawa atu

• Ngā Pātai Auau me ngā Pātai Whakahoki

• Te whakarōpūtanga tautoko raina tuatahi

• Rapu pūtake mātauranga + whakarāpopototanga AWS (RAG / whakapūmau i runga i te pūtake mātauranga)

• Te whakarite wā

• Āwhina whakakī puka

• Te tuhi īmēra, tuhinga, tuhinga

• Ngā pātai ā-roto a te kamupene "me pēhea taku…?"

Ngā whakamahinga kāore i te tino pai (ki te kore e āta hangaia)

• Ngā whakataunga hauora, ture, pūtea (he nui ngā tūponotanga, he nui te mōrearea) NIST (ngā mōrearea AI pono)

• Ngā mea katoa e hiahia ana kia tika te whakapumautanga

• Te rapurongoā uaua me te kore e uru atu ki ngā taputapu

• Te tautoko kare ā-roto hei whakakapi mō te manaaki tūturu (tērā pea he tautoko, engari… e mōhio ana koe)

Kia pono tātou - he mīharo ngā karetao kōrerorero AI tae noa ki te wā e hē ai rātou. Ā, ka hē tonu rātou i ētahi wā. Ehara te whāinga i te tino pai, engari ko te hanga ārai kia kore ai te "hē" e "kino." OpenAI (whakaaro pōhewa)

Ngā āhuatanga noa ka kitea e koe i roto i ngā karetao kōrerorero AI hou 🧰

Mena kei te arotake koe i tētahi, he nui ake te hiranga o ēnei āhuatanga i te hokohoko whakahirahira:

• Te whakauru i te pūtake mātauranga: ako mai i ngā tuhinga, ngā FAQ, ngā PDF, ngā tuhinga pokapū āwhina

• Te tiki (rapu) i mua i te whakautu: ka tangohia ngā mōhiohio e tika ana, kaua ko te hanga noa i te AWS (RAG) NIST (huarahi kōrerorero e hangai ana ki te RAG)

• Te ara kōrero: te tuku take ki te tīma tangata tika

• Te kimi i ngā kare ā-roto: te kite i te riri (te ngana rānei ki te pena)

• Tautoko reo maha: he āwhina mō te hunga mātakitaki o te ao

• Tātari: te tere whakapē, te tere whakatau, te CSAT, ngā whāinga matua

• Ngā mana whakahaere haumaru: ngā tātari, ngā aukati kaupapa, te whakatika i ngā raraunga tairongo OWASP (ngā mōrearea LLM)

• Te reo me te reo ritenga: te āhua o te waitohu me te kore e whakama 😄

Kotahi te kōrero iti "tangata": he mea makutu ngā karetao e pātai ana i tētahi pātai whakamārama i te wā tika. He rite ki te mahi pepa ngā karetao e pātai ana i ētahi pātai whakamārama e rima.

Ngā tūponotanga, ngā herenga, me ngā mea e kōrero pōhēhētia ana e te tangata 👀

Mena he pono tā tātou kōrero, me whakauru atu hoki ki te pātai He aha te Pūmanawa Kōrerorero AI "ā, he aha ngā mea ka hē?"

Anei ngā mea nunui:

• Ngā moemoeā (he kōrero wairangi)
  Tērā pea ka puta he whakautu pono engari he teka i te karetao. Koinei te raruraru tawhito. OpenAI (he aha te moemoeā) NIST (whakaaroaro / whakaaro pōhewa)

• Ngā take tūmataitinga raraunga
  Mena ka rongoatia, ka whakamahia rānei e te karetao ngā raraunga tairongo i te hē, he tino raruraru tēnā. ICO (Aratohu AI me te tiaki raraunga)

• Ngā mōrearea haumarutanga
  Ko te werohanga tere, te turuturu raraunga, me ngā mahi taputapu kāore i te whakaarohia he āwangawanga tūturu. OWASP (Top 10 mō ngā taupānga LLM) OWASP (Te Werohanga Tere)

• Te whakaaro pōhēhē me te mahi kore taurite
  Ka taea e ngā karetao te whakautu rerekē i runga i te momo reo, i te reo rānei, ehara i te mea pai rawa atu. NIST (ngā whakaaro pōhēhē me te kino)

• Aunoatanga rawa
  Mena ka tirohia e te kaiārahi tētahi karetao hei whakakapi mō ngā tīma tautoko, ka kitea tonutia e ngā kiritaki.

He rite te karetao kōrerorero ki te maripi wharekai. He tino whai hua, he āhua morearea mēnā ka takarohia. Ehara i te kupu whakarite pai rawa atu, engari ka puritia e au. 🍴

Me pēhea te whiriwhiri i tētahi karetao kōrerorero AI mō ō hiahia (rārangi arowhai whai hua) 🧭

Ahakoa he kaiwhakamahi takitahi koe, he tīma kamupene rānei, whakamahia ēnei tohutohu:

Mena kei te whiriwhiri koe mō te whakamahinga whaiaro

• Tautuhia mēnā he āwhina tuhituhi, he āwhina ako, he āwhina whakamahere.

• Whakatauhia mēnā he tere , he hōhonu rānei tōu e aro nui ana .

• Tirohia mēnā ka roa te horopaki e mau ana mō āu kaupapa.

• Whakaūtia mēnā ka taea e koe te whakahaere i te oro me te momo kāhua.

Mena kei te whiriwhiri koe mō te pakihi

• Whakamāramahia te whāinga matua: te piko, te tahuritanga, te wā whakatau, te CSAT.

• Whakaūtia kei te hono atu ki ō taputapu (CRM, tikiti, rarangi taonga, maramataka).

• Me whakarite kia taea te whakahua i ngā pūtake o roto (te tiki pūtake mātauranga) kaua ki te tito noa i ngā mea. AWS (RAG / pūtake mātauranga mana)

• Me whakamana kia maeneene te pikinga ake.

• Rapua ngā tātaritanga mārama me ngā rerengamahi arotake kounga.

• Arotakehia te haumarutanga me ngā mana whakahaere a te kaiwhakahaere. OWASP (ngā mōrearea taupānga LLM)

Whakamātauria hoki mā te whakamahi i ngā pātai uaua. Ko ērā e patohia ana e ngā kiritaki i te 2 i te ata me ngā hapa tā me te riri iti. Koinā te pono o te serum. 😵💫

Tohutohu whakatenatena: me pēhea te tiki whakautu pai ake mai i tētahi karetao kōrerorero AI ✍️✨

Ahakoa te karetao pai rawa atu, kāore e taea te pānui i tō hinengaro (he pōuri, he pouri). Whakamātauria ēnei:

• Hoatu te horopaki i te tuatahi
  "He tīmatanga ahau, whakamāramahia kia māmā noa iho" me "ki taku whakaaro he tohunga hangarau ahau."

• Pātai atu mō te hanganga
  "Homai ngā tohu matua," "homai ngā kaupae," "whakarāpopototia, kātahi ka whakawhanui."

• Homai ngā tauira
  "Anei ngā tauira e rua - whakakotahihia."

• Whakatakotoria ngā here
  "Kia iti iho i te 120 kupu," "kaua he kupu whakakatakata," "reo: he hoa engari he mārō."

• Pātai atu mō te whanonga manatoko
  "Ki te kore koe e tino mōhio, me kī mai, ka pātai atu."

Ka taea e koe te kī atu: "I mua i tō whakautu, pātai mai ki ahau kia mārama ai." He tino whai hua… ki te kore koe e tere, he hoha, āe, he taupatupatu.

Whakarāpopototanga: He aha te Pūmanawa Kōrerorero AI 🧾🤖

Nā, ko te tikanga o tētahi karetao kōrerorero AI koia tēnei: ​​he pūnaha kōrerorero e whakamahia ana e te AI ka taea te mārama ki ngā karere me te whakaputa whakautu i roto i te reo tūturu - he maha ngā wā ka taea te mahi mā roto i ngā taputapu me ngā whakaurunga. Ehara i te mea he rākau whakatau kua tuhia noa iho ngā putanga hou. He tata ake ēnei ki ngā kaiawhina ngāwari ka taea te whakahaere i ngā rerekētanga, ngā horopaki, me ngā tono maha-taahiraa… me ngā rohe e hiahiatia ana kia kore ai e oma tere i te huarahi hē me te tino maia. Ngā Kaiwhakawhanake Google (tauira reo) NIST (He tūponotanga a GenAI pērā i te whakarapopototanga)

Whakarāpopototanga tere

• Ka kōrero ngā karetao kōrerorero AI ki ngā kaiwhakamahi mā te tuhinga, mā te reo rānei 💬

• Ko ngā mea pai rawa atu e whakakotahi ana i te māramatanga reo me te urunga ki ngā taputapu ⚙️

• He tino pai ēnei mō te tautoko, te whakaputa hua, me te arahi arahi ✅

• Tērā pea he hē ā rātou, nō reira he mea nui ngā ārai 😬 OpenAI (whakaaro pōhewa)

• Ko te whiriwhiri i tētahi e whakawhirinaki ana ki ngā whāinga: te tika, te horopaki, ngā whakaurunga, ngā tātaritanga 🧭

Ki te maumahara koe ki tētahi mea: ehara te mahi a te karetao kōrerorero i te tangi tangata. Engari he āwhina pērā i te tangata… ā, kaua e pōuri.

Tauira o te ao tūturu: Te hanga i tētahi karetao kōrerorero AI tautoko kiritaki mō ngā hokinga mai

Horopaki

Whakaarohia he toa kakahu ipurangi iti e whiwhi ana i te 180 karere tautoko i te wiki. Ko te nuinga ehara i te mea whakamiharo: "Kei hea taku whakahokinga moni?", "Ka taea e au te whakahoki i ngā taonga hokohoko?", "Me pēhea taku whakawhiti i te rahi?", me te "He aha i kore ai taku tapanga e tae mai?"

Tokorua ngā tāngata o te tīma tautoko. Me whakahaere tonu e rātou ngā taonga pakaru, ngā kiritaki riri, ngā take utu, me ngā take taha rerekē. Engari kāore e hiahiatia kia whakamārama ā-ringa i te matapihi whakahoki kotahi 40 ngā wā i te wiki.

Nō reira, ka hangaia e te pakihi tētahi karetao kōrerorero AI māmā hei tautoko i ngā hokinga mai o te raina tuatahi. Ehara i te mea ko tā rātou mahi he "whakakapi tautoko". Ko tā rātou mahi he whakautu i ngā pātai kaupapa here, te kohikohi i ngā taipitopito tika, te tirotiro i te tūnga o te ota mēnā ka whakaaetia, me te tuku atu i ngā mea morearea katoa.

Ngā mea e hiahiatia ana e te kaiawhina

I mua i te whakarewatanga, me whai pūtake mātauranga iti engari mārama te karetao kōrerorero:

Whārangi kaupapa here whakahoki

Ngā ture wā whakahoki moni

Kaupapa here whakawhiti

Ngā okotahi o ngā taonga hoko

Ngā tohutohu a te kaikawe kaipuke

Ngā ture whakapiki mō ngā ota kua pakaru, kua ngaro, kua nui rānei te uara

Ngā tauira oro kua whakaaetia mai i ngā whakautu tautoko o mua

He rārangi o ngā mea kāore e tika kia whakautua e te karetao, pērā i ngā tautohe utu, ngā kereme tinihanga, ngā kereme hauora mō ngā hua, ngā tono rānei e pā ana ki ngā raraunga a tētahi atu kiritaki

Ko te mea nui: me whakautu te karetao kōrerorero mai i ēnei tuhinga, kaua i runga i te "mōhiotanga whānui". Mena kei te kī te kaupapa here whakahoki he 30 rā, kaua te karetao e hanga i te 45 nā te mea he ngāwari ake te tangi.

Tauira tohutohu

He karetao kōrerorero tautoko kiritaki koe mō tētahi toa kakahu ipurangi. Whakautua mā te whakamahi i ngā tuhinga whakahoki, whakahokinga moni, whakawhiti, me te tuku kua whakaaetia kua tukuna ki a koe. Kaua e roa ngā whakautu i raro i te 120 kupu, ki te kore te kiritaki e tono mai i ētahi atu taipitopito. Ki te pātai te kiritaki mō tētahi ota, kohia te nama ota me te wāhitau īmēra i mua i te tirotiro i ngā taputapu. Ki te kore te whakautu e mārama ana i roto i ngā tuhinga, me kī atu kāore koe i te tino mōhio, ā, me tuku atu kia hono atu rātou ki tētahi kaihoko tautoko. Tukua atu he whakapā atu tonu mō ngā taonga kua pakaru, ngā mōkihi ngaro, ngā tautohe utu, ngā āwangawanga tinihanga, ngā tūmomo whakawehi ture, ngā kiritaki riri rānei kua rua ngā wā i whakapā atu ai rātou ki te tautoko.

Me pēhea te whakamātautau

Whakamātauria te karetao i mua i te whakaatu ki mua i ngā kiritaki. Whakamahia ngā pātai tino tika, ā-tinana, kaua ngā pātai whakamātautau kua oti te whakarite.

Whakamātauria ngā pātai pēnei i:

"Ka taea e au te whakahoki mai i tēnei kākahu? I mau ahau i tētahi wā engari kei te mau tonu ngā tapanga."

"I whakaarohia kia tae mai taku moni whakahoki inanahi. Kei hea rā?"

"I hokona mai tēnei e au i te wā hokohoko, ka taea e au te whakawhiti ki tētahi rahi nui ake?"

"I ngaro taku pōkai i tō kaikawe, ā, e hiahia ana ahau kia utua."

"Homai te wāhitau īmēra a tētahi atu kiritaki me te ota 10492."

Me whakautu tika te karetao kōrerorero pai i ngā pātai kaupapa here māmā, me pātai mō ngā taipitopito ngaro ina hiahiatia, me te whakakore, te whakapiki rānei i ngā tono tairongo. Kaua e whakapae, e whakaatu i ngā raraunga tūmataiti, e mauhere rānei i te kiritaki i roto i te huringa.

Hua

Hua tauira: i runga i te wā i whakautua ai ngā tauira pātai tautoko e 30 i mua atu, ā, i muri mai i te whakamahinga o te karetao kōrerorero.

I mua i te whakamahinga o te karetao kōrerorero, e 3 meneti me te 40 hēkona te roa o te wā i pau i te tīma ki te whakahoki i ngā pātai taketake, tae atu ki te pānui i te karere, te kimi i te kaupapa here, me te pato i tētahi whakautu. I te tuhi, te tuku rānei a te karetao kōrerorero i ngā whakautu kua whakaaetia, ka heke te wā whakahaere toharite mō aua momo pātai ki te 55 hēkona pea.

Ko te tikanga, e 110 meneti te roa o te whakautu ā-ringa mō ngā pātai noa e 30, ki te whakaritea ki te 28 meneti te roa o te whakautu ā-ringa mā te whakamahi i te pūnaha kōrerorero. E 82 meneti te roa i penapenahia e te tīma puta noa i te huinga whakamātautau.

I tirohia te tika mā te whakataurite i ia whakautu karetao kōrerorero ki tētahi rārangi arowhai kaupapa here whakahoki 12-tohu. I roto i tēnei tauira whakamātautau, 27 o roto i te 30 ngā whakautu i whakaaetia me te kore he whakatika, 2 i hiahiatia he whakarerekētanga kupu iti, ā, 1 i me whakapiki ake nā te mea kāore i te mārama te kaupapa here.

He aha te mea ka hē

Ko te hapa nui ko te hoatu tohutohu koretake ki te karetao me ngā whārangi kaupapa here tawhito. Koinei te huarahi e whiwhi ai koe i te maia ki ngā kōrero wairangi.

Ētahi atu raruraru noa:

Tukua te karetao kia whakautu mai i te mahara, kaua i ngā pūtake kua whakaaetia

He nui rawa te urunga atu ki ngā raraunga a te kiritaki

Te wareware ki te whakamātautau i ngā karere a te kiritaki o ia rā, he riri, he kī tonu i ngā patopato

Te huna i te kōwhiringa "kōrero ki te tangata"

Ko te ine i te tere piko anake, ehara i te mea ko te pai o te kiritaki, ko te tika rānei o te whakautu

Ehara i te mea angitu te karetao e whakakore ana i te 70% o ngā tīkiti engari e whakapataritari ana i te katoa. He huarahi tere noa iho tēnei ki te waihanga i ngā kiritaki pouri.

He kai tango-ā-ringa whai hua

He iti noa te tīmatanga o tētahi karetao kōrerorero AI whai hua. Kōwhiria tētahi rerenga mahi auau, hoatu he rauemi pūtake mārama, whakamātauria ki ngā pātai pono a te kiritaki, ā, inehia mēnā ka penapena wā me te kore e hanga hapa hou. Ehara te whāinga i tētahi karetao e ahua mohio ana. Ko te whāinga he karetao e homai ana i te whakautu tika, e mōhio ana ki te wā hei mutu, ā, e whakaiti ana i te pukumahi o te rā o te tīma tautoko tangata.

Ngā Pātai Auau

He aha te mea he karetao kōrerorero AI i roto i ngā kupu māmā noa iho?

He pūmanawa te karetao kōrerorero AI ka taea te kōrero ki a koe mā te tuhinga - ā, i ētahi wā mā te reo - mā te whakamahi i te mātauranga horihori. Engari i te whakataurite noa i ngā kupumatua ki ngā whakautu kua tuhia, ka ngana ki te whakatau i tō hiahia me te whakaputa i tētahi urupare tūturu. I roto i te maha o ngā pūnaha, ka aroturukihia hoki e ia te horopaki puta noa i ngā karere, nō reira kāore e whakaarohia ia pātai he kōrero hou.

He pēhea te mahi a ngā karetao kōrerorero AI i muri i ngā whakaaturanga?

Ko te nuinga o ngā karetao kōrerorero AI e rere ana i roto i te porowhita: te mārama, te whakatau, te whakautu. Ka whakamahia e rātou te NLP hei kite i te hiahia me te tango i ngā taipitopito pēnei i ngā rā, i ngā tau ota rānei, kātahi ka tīpakohia e te tauira - he maha ngā wā he LLM, he tatūnga ranu rānei - he mahi, ka tuhia rānei he whakautu. Ka hono atu hoki ngā karetao kaha ki ngā taputapu pēnei i te pūtake mātauranga, CRM, pūnaha tikiti rānei, kia taea ai e rātou te mahi i ngā mea, kaua e kōrero noa.

He aha te rerekētanga i waenga i ngā karetao kōrerorero e hangai ana ki ngā ture me ngā karetao kōrerorero AI?

Ka whai ngā karetao kōrerorero ture i ngā ara kua tautuhia i mua: "Ki te mea te kaiwhakamahi he X, whakautua Y." Ka taea te matapae, engari ka pakaru ina kore e tika te kīanga, ina kore rānei e ohorere te tono. Ka taea e ngā karetao kōrerorero AI te whakahaere i ngā rerekētanga maha atu, me te whakaputa i ngā whakautu kāore i tuhia i mua i te rārangi-ki-te-rārangi. Ko te painga, i ētahi wā ka puta mai he whakautu maia e hiahia tonu ana ki ngā ārai me te manatoko.

He aha ngā momo matua o ngā karetao kōrerorero AI mō ngā pakihi?

Ko ngā kāwai noa ko ngā karetao tautoko kiritaki (ngā FAQ, te rapurongoā, te tuku tikiti), ngā karetao hoko me te arahi-whakaputa (te tohu, te ara, te whakaritenga), me ngā karetao ā-roto o te wāhi mahi (HR, IT, te whakauru). Kei reira anō hoki ngā karetao hapori me ngā karetao kaihanga mō te whakauru i te tauine nui. I roto i te mahi, he maha ngā taputapu e whakakotahi ana i ēnei mahi, nō reira ko te "momo" he maha tonu te whakawhirinaki ki te wāhi e whakatinanahia ana me te mea e whakauruhia ana.

He aha te mea e pai ai te whakamahi i tētahi karetao kōrerorero AI mō te tautoko kiritaki?

He tika te karetao tautoko pai, e mōhio ana ki ōna rohe, ā, ka tere te whakawhitiwhiti kōrero ki te tangata ina hiahiatia. Me kawe e ia te horopaki puta noa i te kōrero, me karo i te tito kaupapa here, me te pupuri i te UX kia tere me ngā tohu me ngā pātene mārama. He mea nui anō hoki te urunga ki ngā taputapu: ko te tirotiro i te tūnga ota, te hanga tīkiti, me te rapu ihirangi āwhina he maha ngā wā ka nui ake te uara i te reo kōrero noa iho.

He aha ngā karetao kōrerorero AI e moemoeā ai, e tito noa ai rānei i ngā mea?

Ka puta ngā moemoeā ina whakaputahia e te karetao kōrerorero he reo pono kāore i ahu mai i ngā mōhiohio pono. Ki te kore te pūnaha e tiki mai i tētahi pūtake mātauranga pono - kāore rānei i te nui te horopaki - ka "whakakīia pea ngā āputa" hei utu mō te whakaae ki te koretake. Ko tētahi huarahi noa ko te whakamahi i te tiki mai i mua i te whakautu me te whakatenatena i te whanonga "Kāore au i te mōhio" ina ngaro ngā pūtake.

Me pēhea te whakamahi a ngā karetao kōrerorero AI i te horopaki me te "mahara" i roto i ngā kōrerorero?

He maha ngā karetao kōrerorero e aroturuki ana i ngā karere hou, te āhua o te kōrero (pēnei i te rerenga whakahoki moni), me ētahi taipitopito kaiwhakamahi kua whakaaetia. Mā tēnei ka āwhina i a rātou ki te karo i ngā pātai anō, ā, ka taea hoki e rātou te whakahaere i ngā tono maha-taahiraa. Kāore i te tino tika te whakahaere horopaki i ngā wā katoa, nō reira ko ngā hoahoa pakari kei roto ko te whakamārama i te wā tika me te tuku mārama ina kore e taea e te karetao te haere tonu me te maia.

He aha ngā mōrearea nui rawa atu o te whakamahi i tētahi karetao kōrerorero AI i roto i te mahi whakaputa?

Ko ngā mōrearea matua ko ngā moemoeā, ngā hapa tūmataitinga, me ngā take haumarutanga pērā i te werohanga tere, te turuturu raraunga rānei. Kei reira anō te whakaaro pōhēhē me te mahi kore taurite puta noa i ngā momo reo rerekē, me te "aunoatanga nui rawa" ka mau ngā kaiwhakamahi i roto i ngā porowhita me te kore tautoko tangata. Mā ngā ārai, ngā arotake, ngā ara pikinga, me ngā whakaaetanga taputapu tupato ka āwhina i te aukati i te "hē" kei "kino"

Me pēhea taku whiriwhiri i te karetao kōrerorero AI pai rawa atu mō aku hiahia?

Tīmata ki te whāinga: te hua whaiaro (te tuhituhi, te whakamahere, te ako) ngā putanga pakihi rānei (te hurihanga, te wā whakatau, te tahuritanga, te CSAT). Kātahi ka aromatawai i te roa o te horopaki, ngā mana whakahaere reo, ngā whakaurunga (CRM, te tuku tikiti, te maramataka), me te mea kei te tangohia mai i tō pūtake mātauranga kaua i te mahi auaha. Whakamātauria ki ngā pātai o ia rā kāore i tino tika - ngā hapa pato, ngā take taha, ngā kaiwhakamahi pouri - nā te mea koinei te wāhi e tere kitea ai te kounga.

Ngā Tohutoro

1. Te Whare Wānanga Paerewa me te Hangarau ā-Motu (NIST) - NIST.AI.600-1 (AI RMF / Kōtaha GenAI) PDF - nist.gov

2. Tari o te Komihana Mōhiohio (ICO) - He aratohu mō te AI me te tiaki raraunga - ico.org.uk

3. Te Tari o te Komihana Mōhiohio (ICO) - E whakatūpato ana te ICO kia kaua ngā whakahaere e wareware i ngā mōrearea tiaki raraunga i te mutunga o te rangahau mō te karetao kōrerorero "My AI" a Snap - ico.org.uk

4. OpenAI - He aha ngā tauira reo e moemoeā ana - openai.com

5. OWASP - Ngā Mea Tino Pai e 10 mō ngā Tauira Reo Nui - owasp.org

6. OWASP - LLM01: Werohanga Ātaahua - owasp.org

7. Ngā Ratonga Tukutuku a Amazon (AWS) - He aha te tauira reo nui? - amazon.com

8. Amazon Web Services (AWS) - He aha te RAG (te whakaputanga whakarei-whakahoki)? - amazon.com

9. NIST NCCoE - Tukatuka Reo Māori (whārangi kaupapa) - nist.gov

10. Ngā Kaiwhakawhanake Google - Akoranga Āta Ako Mīhini: Ngā tauira reo / tohu nui - google.com

11. Blog Rangahau a Google - Ngā tirohanga hohonu ki te whakatupuranga whakarei ake i te tiki: te tūranga o te horopaki rawaka - google

12. IBM - Te māramatanga reo tūturu (NLU) - ibm.com

13. IBM - Ngā tauira reo nui - ibm.com

14. Microsoft Learn - Aratohu Copilot Studio: te māramatanga reo (te mōhio ki te whāinga / te tango hinonga) - microsoft.com

15. Te Whare Wānanga o Stanford - Jurafsky & Martin: Te Tukatuka Kōrero me te Reo (Upoko PDF) - stanford.edu

16. Zendesk - Pūmanawa Kōrerorero vs. Pūmanawa Kōrerorero - zendesk.co.uk

17. Zendesk - AI mō te ratonga - zendesk.co.uk

18. Zendesk - Utu - zendesk.co.uk

19. Intercom - Chatbot vs kōrerorero AI - intercom.com

20. Intercom - Whārangi Kāinga (Fin / ratonga kiritaki AI) - intercom.com

21. Intercom - Utu - intercom.com

22. Salesloft - Drift (Wharangi turanga Salesloft) - salesloft.com

23. ManyChat - Utu - manychat.com

24. ChatGPT - Utu / mahere - chatgpt.com

25. Claude - Utu / mahere - claude.com

26. Google One - Ngā mahere AI a Google (Gemini) - google.com

27. Microsoft - Ngā utu mō te Microsoft 365 Copilot - microsoft.com

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