Kubatanidza GPT-n Yekuvandudza Qlik Development process

by 28 Sea, 2023Gitoqlok, Qlik0 mashoko

Sezvaungave uchiziva, ini nechikwata changu taunza kunharaunda yeQlik browser yekuwedzera inobatanidza Qlik neGit kuchengetedza dashboard shanduro zvisina musono, kugadzira zvigunwe zvemadhibhodhi pasina kuchinja kune mamwe windows. Mukuita izvi, tinochengetedza Qlik vanogadzira nguva yakakura uye kuderedza kushushikana zuva nezuva.

Ini ndinogara ndichitsvaga nzira dzekuvandudza maitiro eQlik uye kugadzirisa maitiro ezuva nezuva. Ndosaka zvakanyanya kuomesesa kudzivirira iyo yakanyanya hyped musoro, ChatGPT, uye GPT-n, neOpenAI kana Large Mutauro Model zvakafanana.

Ngatisvetuke chikamu nezve Makuru Mutauro Models, GPT-n, anoshanda. Pane kudaro, unogona kubvunza ChatGPT kana kuverenga yakanakisa tsananguro yevanhu naSteven Wolfram.

Ini ndichatanga kubva kune isingafarirwe thesis, "GPT-n Yakagadzirwa Insights kubva mudhata iCuriosity-Quenching Toy," uye tozogovera mienzaniso chaiyo-yehupenyu apo mubatsiri weAI watiri kushanda paari anogona kuita otomatiki mabasa enguva dzose, nguva yemahara yezvakawanda zvakaoma. kuongorora uye kuita sarudzo kune BI-vagadziri / vaongorori.

Hapana alt zvinyorwa zvakapihwa zvemufananidzo uyu

AI mubatsiri kubva paudiki hwangu

Usarega GPT-n ichikutungamirira iwe kurasika

…kungotaura zvinhu “zvinonzwika” zvichibva pakuti zvinhu “zvainzwika sei” muchidzidzo chacho. © Steven Wolfram

Saka, urikutaura neChatGPT zuva rese. Uye kamwe-kamwe, zano rakanaka rinouya mupfungwa: "Ndichakurudzira ChatGPT kuti ibudise zvinobatika kubva kune data!"

Kudyisa maGPT-n modhi uchishandisa OpenAI API neese bhizinesi data uye data modhi muyedzo wakakura wekuwana nzwisiso inogoneka, asi hechino chinhu chakakosha - basa rekutanga reMutauro Mukuru seGPT-3 kana yepamusoro ndere kuona kuti sei. kuenderera mberi nechidimbu chemavara chakapihwa. Mune mamwe mazwi, "Inoteedzera maitiro" ezviri kunze uko pawebhu uye mumabhuku nezvimwe zvinoshandiswa mairi.

Zvichienderana nechinhu ichi, pane nharo nhanhatu dzine musoro nei GPT-n inogadzirwa nzwisiso ingori chitoyi chekupedza kuda kuziva kwako uye mupi wemafuta weiyo jenareta yepfungwa inonzi uropi hwemunhu:

  1. GPT-n, ChatGPT inogona kuburitsa nzwisiso isina basa kana kuti ine chirevo nekuti inoshaya mamiriro anodiwa kuti inzwisise iyo data uye nuances yayo-kushaikwa kwemamiriro ezvinhu.
  2. GPT-n, ChatGPT inogona kuburitsa zviono zvisiri izvo nekuda kwekukanganisa mukugadzirisa data kana kukanganisa algorithms - kushaikwa kwechokwadi.
  3. Kuvimba chete neGPT-n, ChatGPT yekunzwisisa inogona kutungamira mukushaikwa kwekufunga kwakadzama uye kuongororwa kubva kune nyanzvi dzevanhu, izvo zvinogona kutungamirira kune zvisiri izvo kana zvisina kukwana mhedziso - kunyanya-kutsamira pane otomatiki.
  4. GPT-n, ChatGPT inogona kuburitsa maonero akarerekera nekuda kwedata rayakadzidziswa, zvichigona kutungamira kune zvinokuvadza kana kusarura - njodzi yekurerekera.
  5. GPT-n, ChatGPT inogona kushaya kunzwisisa kwakadzama kwezvinangwa zvebhizinesi uye zvinangwa zvinotyaira kuongororwa kweBI, zvichitungamira kune kurudziro isingaenderane nehurongwa hwese - kunzwisisa kushoma kwezvinangwa zvebhizinesi.
  6. Kuvimba nebhizinesi-yakakosha data uye kuigovana ne "bhokisi dema" iro rinogona kuzvidzidzira richaburitsa pfungwa muTOP manejimendi misoro yakajeka yauri kudzidzisa vakwikwidzi vako maitiro ekuhwina - kushaya kuvimba. Isu takanga tatoona izvi apo yekutanga gore dhatabhesi seAmazon DynamoDB yakatanga kuoneka.

Kuti tiratidze nharo imwe chete, ngationgororei kuti ChatGPT inganzwika sei inogutsa. Asi mune zvimwe zviitiko, hazvisi zvechokwadi.

Ini ndichakumbira ChatGPT kugadzirisa iyo yakapusa kuverenga 965 * 590 uye ndozoibvunza kuti itsanangure mhinduro nhanho-nhanho.

Hapana alt zvinyorwa zvakapihwa zvemufananidzo uyu

568 350 ?! OOPS… chimwe chinhu hachina kumira zvakanaka.

Mune yangu, kufungidzira kwakaputika mumhinduro yeChatGPT nekuti mhinduro 568,350 haina kururama.

Ngatiite pfuti yechipiri uye tibvunze ChatGPT kuti itsanangure mhinduro nhanho-nhanho.

Hapana alt zvinyorwa zvakapihwa zvemufananidzo uyu

Kupfura kwakanaka! Asi zvakadaro zvakaipa…

ChatGPT inoedza kunyengetedza mune nhanho-ne-nhanho tsananguro, asi zvichiri zvakaipa.

Mashoko akapoteredza ane basa. Ngatiedzei zvakare asi tipe dambudziko rimwechete ne “ita se…” kukurumidza.

Hapana alt zvinyorwa zvakapihwa zvemufananidzo uyu

BINGO! 569 350 ndiyo mhinduro chaiyo

Asi iyi inyaya apo iyo mhando ye generalization neural net inogona kuita nyore - chii chiri 965 * 590 - haizokwani; chaiyo computational algorithm inodiwa, kwete kungoita nhamba-yakavakirwa nzira.

Ndiani anoziva… pamwe AI yakangobvumirana nevadzidzisi vesvomhu munguva yakapfuura uye haishandise karukureta kusvika mamakisi epamusoro.

Sezvo kukurumidza kwangu mumuenzaniso wapfuura kwakatwasuka, unogona kukurumidza kuona kukanganisa kwemhinduro kubva kuChatGPT uye edza kuigadzirisa. Asi ko kana fungidziro ikaputika mukupindura mibvunzo yakaita seiyi:

  1. Ndeupi mutengesi anonyanya kushanda?
  2. Ndiratidze Revenue yekota yekupedzisira.

Inogona kutitungamirira kuHALLUCINATION-DRIVEN DECISION making, pasina howa.

Ehe, ndine chokwadi chekuti dzakawanda dzenharo dzangu dziri pamusoro dzichashaya basa mukati memwedzi mishoma kana makore nekuda kwekuvandudzwa kwemhinduro dzakanangana mundima yeGenerative AI.

Nepo zvipimo zveGPT-n zvisingafanirwe kufuratirwa, mabhizinesi anogona kuramba achigadzira yakasimba uye inoshanda yekuongorora maitiro kuburikidza nekusimudzira masimba evaongorori vevanhu (zvinonakidza kuti ndinofanira kuratidza MUNHU) uye vabatsiri veAI. Somuenzaniso, funga nezvechimwe chiitiko apo vanoongorora vanhu vanoedza kuona zvinhu zviri kuita kuti vatengi vapedzisire. Uchishandisa AI vabatsiri vanopihwa simba neGPT-3 kana kupfuura, muongorori anogona kukurumidza kuburitsa runyoro rwezvingangoitika zvinhu, semitengo, sevhisi yevatengi, uye mhando yechigadzirwa, wobva waongorora mazano aya, ongorora iyo data zvakare, uye pakupedzisira kuona izvo zvakakosha zvinhu. izvo zvinodzinga mutengi churn.

NDIRATIDZE ZVINYORWA ZVINOITA MUNHU

Hapana alt zvinyorwa zvakapihwa zvemufananidzo uyu

MUONGORORO WEVANHU ari kukurumidza kuChatGPT

Mubatsiri weAI anogona kushandiswa kuita otomatiki mabasa aunopedza maawa asingaverengeki uchiita izvozvi. Zviripachena, asi ngatitarisei pedyo nenzvimbo iyo vabatsiri veAI vanopihwa simba neMakuru Mutauro Models akadai seGPT-3 nepamusoro vanoedzwa zvakanaka - kugadzira zvinyorwa zvakaita sevanhu.

Kune boka razvo muBI Developers 'mazuva ese mabasa:

  1. Kunyora machati, misoro yemapepa, uye tsananguro. GPT-3 uye yepamusoro inogona kutibatsira kukurumidza kuburitsa mazita anodzidzisa uye mapfupi, kuve nechokwadi chekuti kuona kwedu data kuri nyore kunzwisisa uye kufamba kune vanoita sarudzo uye kushandisa "ita se .." kukurumidza.
  2. Kodhi zvinyorwa. NeGPT-3 uye yakakwira, tinogona kukurumidza kugadzira zvinyorwa zvine kodhi zvinyorwa, zvichiita kuti zvive nyore kunhengo dzechikwata chedu kunzwisisa uye kuchengetedza iyo codebase.
  3. Kugadzira master zvinhu (bhizinesi duramazwi). Mubatsiri weAI anogona kubatsira mukuvaka duramazwi rebhizinesi rakazara nekupa tsanangudzo dzakajeka uye dzakapfupika dzeakasiyana mapoinzi data, kuderedza kusajeka, uye kukurudzira zvirinani kutaurirana kwechikwata.
  4. Kugadzira chigunwe chinonakidza (chivharo) chemashizha/mabhodhi ari muapp. GPT-n inogona kugadzira zvigunwe zvinobata uye zvinoyevedza, kuvandudza ruzivo rwemushandisi uye kukurudzira vashandisi kuti vaongorore data iripo.
  5. Kunyora mafomula ekuverenga ne-set-analysis mataurirwo muQlik Sense / DAX mibvunzo muPower BI. GPT-n inogona kutibatsira kunyora aya mataurirwo uye mibvunzo zvine hungwaru, kuderedza nguva inoshandiswa pakunyora mafomula uye ichitibvumira kuti titarise pakuongorora data.
  6. Kunyora data load zvinyorwa (ETL). GPT-n inogona kubatsira mukugadzira zvinyorwa zveETL, otomatiki shanduko yedata, uye kuve nechokwadi chekuenderana kwedata mumasisitimu ese.
  7. Kugadzirisa dambudziko uye nyaya dzekushandisa. GPT-n inogona kupa mazano uye maonero ekubatsira kuona zvingangoitika uye nekupa mhinduro kune zvakajairika data uye matambudziko ekushandisa.
  8. Kutumidza minda kubva kune tekinoroji kune bhizinesi muData Model. GPT-n inogona kutibatsira kushandura mazwi ehunyanzvi kuisa mumutauro webhizinesi unowanikwa nyore, zvichiita kuti mhando yedata ive nyore kunzwisiswa kune vasiri vehunyanzvi vane chekuita nekudzvanya kushoma.

Hapana alt zvinyorwa zvakapihwa zvemufananidzo uyu

Vabatsiri veAI vanopihwa simba neGPT-n modhi vanogona kutibatsira kunyatsoita basa redu nekuita otomatiki mabasa enguva dzose uye nguva yemahara yekuongorora kwakaoma uye kuita sarudzo.

Uye iyi ndiyo nzvimbo iyo browser yedu yekuwedzera yeQlik Sense inogona kuunza kukosha. Isu takagadzirira kuburitswa kuri kuuya - kweAI mubatsiri, iyo ichaunza mazita uye tsananguro chizvarwa kuvagadziri veQlik vangori muapp vachigadzira analytics apps.

Uchishandisa yakatsetseka-tuned GPT-n neOpenAI API yeaya mabasa enguva dzose, Vagadziri veQlik uye vanoongorora vanogona kuvandudza zvakanyanya kushanda kwavo uye kupa nguva yakawanda kuongororo yakaoma uye kuita sarudzo. Iyi nzira zvakare inovimbisa kuti isu tinokwidziridza masimba eGPT-n uku tichideredza njodzi dzekutsamira pairi pakuongorora kwakakosha data uye kugadzira ruzivo.

mhedziso

Mukupedzisa, regai, ndapota ndipe nzira yeChatGPT:

Hapana alt zvinyorwa zvakapihwa zvemufananidzo uyu

Kuziva zvese zvipimo uye zvingango shandiswa zveGPT-n mukati meQlik Sense uye mamwe maturusi ehungwaru hwebhizinesi anobatsira masangano kuti aite zvakanyanya zveiyi tekinoroji yeAI ine simba uku achidzikisa njodzi dzinogona kuitika. Nekusimudzira kudyidzana pakati peGPT-n-yakagadzirwa njere uye hunyanzvi hwevanhu, masangano anogona kugadzira hurongwa hwekuongorora hwakasimba hunoenderana nekusimba kwevose AI nevaongorori vevanhu.

Kuti tive pakati pevekutanga kuona mabhenefiti ekuburitswa kwechigadzirwa chedu chiri kuuya, tinoda kukukoka iwe kuti uzadze fomu rechirongwa chedu chekukurumidza kuwana. Nekujoinha chirongwa, iwe unowana mukana wakasarudzika kune zvichangoburwa zvimiro uye zvigadziriso zvinozokubatsira kushandisa simba reAI mubatsiri mune yako Qlik budiriro workflows. Usarasikirwa nemukana uyu wekugara pamberi pekavha uye kuvhura iyo yakazara mukana weAI inofambiswa neruzivo rwesangano rako.

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