Abenzeli be-AI bathatha umhlaba wonke, okumaka isinyathelo esikhulu esilandelayo sokuvela kwe-AI 🦖. Ngakho, wonke lawa ma-ejenti afana ngani? Basebenzisa i-Markdown esikhundleni se-HTML eluhlaza lapho becubungula okuqukethwe emakhasini ewebhu ⛓️. Ufuna ukwazi ukuthi kungani?  Lokhu okuthunyelwe kwebhulogi kuzokubonisa ukuthi leli qhinga elilula lingakusindisa kanjani kuze kufike ku-99% kumathokheni nemali!  Ama-AI Agents kanye Nokucubungula Idatha: Isingeniso    amasistimu esofthiwe asebenzisa amandla obuhlakani bokwenziwa ukuze afeze imisebenzi futhi aphishekele imigomo egameni labasebenzisi. Ehlonyiswe ngokucabanga, ukuhlela, nenkumbulo, la manxusa angakwazi ukwenza izinqumo, afunde futhi azivumelanise nezimo—konke eyedwa. 🤯 Amanxusa e-AI  Ezinyangeni ezisanda kwedlula, ama-agent e-AI ahambile, ikakhulukazi emhlabeni wokuzenzakalela kwesiphequluli. Lezi ziphequluli zama-ejenti we-AI zikuvumela ukuthi usebenzise ama-LLM ukulawula iziphequluli ngokohlelo, ukwenza imisebenzi ezenzakalelayo njengokwengeza imikhiqizo enqoleni yakho ye-Amazon 🛒.  Wake wazibuza ukuthi yimiphi imitapo yolwazi nezinhlaka amandla e-AI abenzeli afana ne   ,   , ne   ? -Crawl4AI i-ScrapeGraphAI -LangChain  Lapho kucutshungulwa idatha kusuka emakhasini ewebhu,   — noma zinikeze izindlela zokwenza kanjalo—ngaphambi kokuthumela idatha kuma-LLM. Kepha kungani la ma-ejenti e-AI ethanda i-Markdown kune-HTML? 🧐  lezi zixazululo zivame ukuguqula i-HTML ibe yi-Markdown ngokuzenzakalelayo  Impendulo emfushane ithi:   ⏩ ukulondoloza amathokheni nokusheshisa ukucubungula!  Isikhathi sokumba sijule! Kodwa okokuqala, ake sibheke enye indlela edumile esetshenziswa ama-agent e-AI ukunciphisa umthwalo wedatha. 👀  Ukusuka Ekugcwalisweni Kwedatha Kuya Ekucaceni: Ukuhamba Kokuqala Kwama-AI Agents  Cabanga ukuthi ufuna i-ejenti yakho ye-AI ukuthi:  Xhuma kusayithi le-e-commerce (isb i-Amazon)  Sesha umkhiqizo (isb i-PlayStation 5)  Khipha idatha kulelo khasi lomkhiqizo othile  Leso yisimo esivamile somenzeli we-AI, njengoba   🎢. Phela, amakhasi omkhiqizo ayisiphithiphithi sezakhiwo ezihlala zishintsha, okwenza idatha ehleliwe ibe yiphupho elibi. Kulapho abenzeli be-AI beshintsha amandla abo amakhulu 💪, besebenzisa ama-LLM ukuze bakhiphe idatha ngaphandle komthungo—kungakhathaliseki ukuthi isakhiwo sekhasi singcolile kangakanani! ukuklwebha kwe-e-commerce kuwuhambo lwasendle  Manje, ake sithi ukuthubeni lokuthatha yonke imininingwane enoshukela   ku-Amazon 🎮:  ekhasini lomkhiqizo le-PlayStation 5  Nansi indlela ongayala ngayo isiphequluli sakho somenzeli we-AI ukuthi sikwenze kwenzeke:   Navigate to Amazon's homepage. Search for 'PlayStation 5' and select the top result. Extract the product title, price, availability, and customer ratings. Return the data in a structured JSON format.  Yilokho umenzeli we-AI okufanele (ngethemba 🤞) akwenze:  Vula i-Amazon kusiphequluli 🌍  Sesha i-“PlayStation 5” 🔍  Khomba umkhiqizo olungile 🎯  Khipha imininingwane yomkhiqizo ekhasini bese uyibuyisela nge-JSON 📄  Kodwa nansi inselele yangempela—   . Ikhasi lomkhiqizo we-Amazon PlayStation 5 liyisilo! I-HTML igcwele ulwazi oluningi, iningi lalo ongaludingi nokulidingi. Isinyathelo 4  Ufuna ubufakazi? Kopisha i-HTML egcwele yekhasi yekhasi ku-DOM yesiphequluli sakho bese uyiphonsa ethuluzini elifana   :  nethuluzi Lokubala Ithokheni ye-LLM  🚨 Ziqinise...     😱 Yebo, ukufunde kahle lokho—izinkulungwane ezingamakhulu ayisishiyagalombili namashumi ayisishiyagalolunye nesithupha, amakhulu ayisishiyagalombili namashumi ayisikhombisa nanye! 896,871 amathokheni?!  Lokho kuwumthwalo OMKHULU wedatha—okubizwa ngethani lemali! 💸 (Ngaphezu kuka-$2 ngesicelo ngasinye ku-GPT-4o! 😬)   Njengoba ungacabanga, ukudlulisa yonke leyo datha kumenzeli we-AI kuza nemikhawulo emikhulu:  Ingase idinge izinhlelo ze-premium/pro ezisekela ukusetshenziswa kwamathokheni aphezulu 💰  Kubiza imali eshisiwe—ikakhulukazi uma ubuza njalo 🤑  Yehlisa izimpendulo njengoba i-AI kufanele icubungule inani elingenangqondo lolwazi ⏳  Ukulungisa: Nquma Amafutha  Iningi labenzeli be-AI likuvumela ukuthi ucacise isikhethi se-CSS ukuze ukhiphe kuphela izigaba ezifanele zekhasi lewebhu. Abanye basebenzisa ama-algorithms we-heuristic ukuze bahlunge okuqukethwe ngokuzenzakalelayo—njengokukhulula izihloko nonyaweni (okuvame ukungezi ivelu). ✂️  Isibonelo, uma uhlola ikhasi lomkhiqizo le-PlayStation 5 le-Amazon, uzobona ukuthi okuqukethwe okuningi okuwusizo kuhlala ngaphakathi kwento ye-HTML ekhonjwe yisikhethi se-     :  #ppd CSS  Manje, kuthiwani uma utshela umenzeli wakho we-AI ukuthi agxile kuphela entweni engu-   esikhundleni salo lonke ikhasi?  #ppd Ingabe lokho kungenza umehluko? 🤔  Ake sikuhlole embukisweni ongezansi wekhanda nekhanda! 🔥  I-Markdown vs HTML ku-AI Data Processing: Ukuqhathanisa Okusuka Ekhanda kuya Ekhanda  Qhathanisa ukusetshenziswa kwethokheni lapho ucubungula ingxenye yekhasi lewebhu ngokuqondile uqhathanisa nokuyiguqulela ku-Markdown.  I-HTML  Esipheqululini sakho, kopisha i-HTML yento engu-   , bese uyiphonsa ethuluzini Lokubala Ithokheni ye-LLM:  #ppd  Ukusuka kumathokheni angama-896,871 kwehle kuye ku-309,951 kuphela  —cishe ukonga okungu-65%!  Lokho ukwehla okukhulu, impela, kodwa masibe ngokoqobo—kusengamathokheni amaningi kakhulu! 😵‍💸  I-Markdown  Manje, ake siphindaphinde iqhinga elisetshenziswa abenzeli be-AI ngokusebenzisa ithuluzi lokuguqula le-HTML-to-Markdown ku-inthanethi. Kodwa okokuqala, khumbula ukuthi abenzeli be-AI benza umsebenzi othile wokucubungula kusengaphambili ukuze basuse amathegi angabalulekile afana   namathegi   . <style> <script>  Ungakwazi ukuhlunga i-HTML yento eqondiwe usebenzisa lesi sikripthi esilula kukhonsoli yesiphequluli sakho:   function removeScriptsAndStyles(element) { let htmlString = ppdElement.innerHTML; // Regex to match all <script>...</script> and <style>...</style> tags const scriptRegex = /<script[^>]*>[\s\S]*?<\/script>/gi; const styleRegex = /<style[^>]*>[\s\S]*?<\/style>/gi; // Remove all <script> and <style> tags let cleanHTML = htmlString.replace(scriptRegex, ''); cleanHTML = cleanHTML.replace(styleRegex, ''); } // select the target element and get its cleaned HTML const ppdElement = document.getElementById('ppd'); removeScriptsAndStyles(ppdElement);  Okulandelayo, kopisha i-HTML ehlanziwe bese uyiguqulela ku-Markdown usebenzisa   :  ithuluzi eliku-inthanethi lokuguqula i-HTML-to-Markdown  I-Markdown ewumphumela incane kakhulu kodwa    isaqukethe yonke idatha yombhalo ebalulekile!  Manje, namathisela le-Markdown kuthuluzi le-LLM Token Calculator:   Boom! 💣 Ukusuka kumathokheni angu-896,871 kuze kufike kumathokheni angu-7,943 kuphela.   !  Lokho kuwukuyeka ~99% ukonga  Ngokususwa kokuqukethwe okuyisisekelo kanye nokuguqulwa kwe-HTML-to-Markdown, unomthwalo okhokha kancane, izindleko eziphansi, nendlela yokucubungula ngokushesha.   💰 Ukuwina okukhulu!  I-Markdown vs HTML: Impi Yamathokheni Nokonga Izindleko  Isinyathelo sokugcina siwukuqinisekisa ukuthi umbhalo we-Markdown usaqukethe yonke idatha ebalulekile. Ukwenza kanjalo, yidlulisele ku-LLM ngengxenye yokugcina yokwaziswa kwasekuqaleni, futhi nawu umphumela we-JSON ozowuthola:   { "product_title": "PlayStation®5 console (slim)", "price": "$499.00", "availability": "In stock", "customer_ratings": { "rating": 4.6, "total_ratings": 5814 } }  Yilokhu impela okuzobuya umenzeli wakho we-AI—spot on!  Ukuze uthole ukubuka konke okusheshayo, bheka ithebula lesifinyezo lokugcina elingezansi:   Indlela   Amathokheni   o1-mini Intengo   gpt-4o-mini Intengo   gpt-4o Intengo  I-HTML yonke  896,871  $13.4531  $0.1345  $2.2422    HTML #ppd  309,951  $4.6493  $0.0465  $0.7749    Markdown #ppd  7,943  $0.0596  $0.0012  $0.0199  Lapho ama-AI Agents Ehluleka  Wonke lawo maqhinga okulondoloza amathokheni awasizi uma i-ejenti yakho ye-AI ivinjwa indawo eqondiwe 😅 (wake wabona   🤣 ). ukuthi i-AI CAPTCHA ihluleka kangakanani?  Ngakho, kungani lokhu kwenzeka? Kulula! Amasayithi amaningi asebenzisa   ezingavimba kalula iziphequluli ezizenzakalelayo. Ufuna ukuhlukaniswa okugcwele? Buka i-webinar yethu ezayo ngezansi: izinyathelo zokulwa ne-scraping   https://www.youtube.com/watch?v=RArxdFeijd4&embedable=true  Uma ulandele   , uyazi ukuthi inkinga ayikho ngamathuluzi esiphequluli esizenzakalelayo (amalabhulali anika amandla abenzeli bakho be-AI). Cha,   . 🤖 umhlahlandlela wethu othuthukisiwe we-web scraping umlandu wangempela yisiphequluli ngokwaso  Ukuze ugweme ukuvinjwa, udinga isiphequluli esakhelwe ngokukhethekile i-cloud automation. Faka i-   , isiphequluli: Scraping Browser  Isebenza ngemodi enesihloko njengesiphequluli esivamile, okwenza kube nzima kakhulu kumasistimu e-anti-bot ukukubona. 🔍  Ikala kalula emafini, ikulondolozela isikhathi nemali engqalasizinda. 💰  Ixazulula ngokuzenzakalelayo i-CAPTCHA, iphatha izigxivizo zeminwe zesiphequluli, yenza amakhukhi/izihloko ngendlela oyifisayo, futhi iphinde izame ukugcina izinto zihamba kahle. ⚡  Izungezisa ama-IPs ukusuka kwenye yamanethiwekhi amakhulu, athembeke kakhulu wommeleli laphaya. 🌍  Ihlanganisa kalula nemitapo yolwazi ezenzakalelayo efana ne-Playwright, Selenium, nePuppeteer. 🔧  Funda kabanzi mayelana Nesiphequluli Se-Bright Data's Scraping,   : ithuluzi eliphelele lokuhlanganisa kuma-agent akho e-AI   https://www.youtube.com/watch?v=kuDuJWvho7Q&embedable=true  Imicabango yokugcina  Manje usunolwazi lokuthi kungani abenzeli be-AI basebenzisa i-Markdown ukuze kucutshungulwe idatha. Iqhinga elilula lokugcina amathokheni (nemali) ngenkathi usheshisa ukucubungula kwe-LLM.  Ufuna i-ejenti yakho ye-AI isebenze ngaphandle kokushaya amabhlogo? Bheka   ! Hlanganyela nathi ekwenzeni i-inthanethi ifinyeleleke kuwo wonke umuntu—ngisho nangeziphequluli ezizenzakalelayo ze-AI. 🌐 amathuluzi we-Bright Data we-AI  Kuze kube ngokuzayo, qhubeka nokuphenya iWebhu ngokukhululeka! 🏄‍♂️

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