Ukuzenzakalela kwesiphequluli kudlala indima enkulu ezindaweni ezifana ne-web scraping, ukuhlola okuzenzakalelayo, kanye nokusebenzisana kwezinhlelo zokusebenza zewebhu. Kuze kube manje, isibonelo , i-Puppeteer isetshenziselwe le njongo. Ngokufika kwe-AI, manje sekuvuleka amathuba amasha okwenza isiphequluli esizenzakalelayo sibe enembile futhi singadingi ukulungiswa kakhulu - sula isiteji se -Stagehand .
Ukubonisa ukuthi isebenza kanjani, ake, ngokwesibonelo, sishintshe izibani ze-LED zangaphambili zomzila wami wekhebula we-Vodafone (crappy) webhokisi lesibili - okuthi, phakathi kweminye imisebenzi ebalulekile, inganikezi i-API eqondile - icishiwe/ivuliwe ngesixhumi esibonakalayo sewebhu esihambisanayo. Okokuqala sifaka amathuluzi womabili kulayini womyalo ( I-Node \(\geq\) 23 icatshangwa):
53e4085b029089ec48bd0f5b954a6b50
Ekugcineni, sigcina iphasiwedi yethu ye-Vodafone kanye nokhiye wethu we-OpenAI API kufayela le-.env:
53e4085b029089ec48bd0f5b954a6b50
Nge-Puppeteer, isibonelo, okufunayo kungafinyelelwa ngale ndlela elandelayo:
53e4085b029089ec48bd0f5b954a6b50
I-Stagehand, ngakolunye uhlangothi, yamukela imiyalo ebhalwe ngolimi lwemvelo:
53e4085b029089ec48bd0f5b954a6b50
Ukuthi ufuna ukuklwebha amawebhusayithi, gcwalisa amafomu ngokuzenzakalelayo noma wenze izivivinyo zohlelo lwakho lokusebenza lwewebhu - isilawuli kude sesiphequluli siyasiza. Ukuhlanganisa i-AI kusilawuli kude sesiphequluli kwenza kube lula ukwenza imisebenzi eyinkimbinkimbi ngemiyalo elula, ukusheshisa ukuthuthukiswa nokwenza ukugcinwa kube lula. Ikakhulukazi uma isakhiwo se-DOM sishintsha, imibhalo yesandla sesiteji ingaba namandla kakhulu futhi ingagxili kakhulu ekunakekeleni.