Kungani Ama-Agent Entsha E-AI Ekhetha I-Markdown Ngaphezu Kwe-HTML?

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

Amanxusa e-AI 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. 🤯

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 -Crawl4AI , i-ScrapeGraphAI , ne -LangChain ?

Lapho kucutshungulwa idatha kusuka emakhasini ewebhu, lezi zixazululo zivame ukuguqula i-HTML ibe yi-Markdown ngokuzenzakalelayo — noma zinikeze izindlela zokwenza kanjalo—ngaphambi kokuthumela idatha kuma-LLM. Kepha kungani la ma-ejenti e-AI ethanda i-Markdown kune-HTML? 🧐

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:

1. Xhuma kusayithi le-e-commerce (isb i-Amazon)

2. Sesha umkhiqizo (isb i-PlayStation 5)

3. Khipha idatha kulelo khasi lomkhiqizo othile

   
   

Leso yisimo esivamile somenzeli we-AI, njengoba ukuklwebha kwe-e-commerce kuwuhambo lwasendle 🎢. 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!

Manje, ake sithi ukuthubeni lokuthatha yonke imininingwane enoshukela ekhasini lomkhiqizo le-PlayStation 5 ku-Amazon 🎮:

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:

1. Vula i-Amazon kusiphequluli 🌍

2. Sesha i-“PlayStation 5” 🔍

3. Khomba umkhiqizo olungile 🎯

4. Khipha imininingwane yomkhiqizo ekhasini bese uyibuyisela nge-JSON 📄

   
   

Kodwa nansi inselele yangempela— Isinyathelo 4 . Ikhasi lomkhiqizo we-Amazon PlayStation 5 liyisilo! I-HTML igcwele ulwazi oluningi, iningi lalo ongaludingi nokulidingi.

Ufuna ubufakazi? Kopisha i-HTML egcwele yekhasi yekhasi ku-DOM yesiphequluli sakho bese uyiphonsa ethuluzini elifana nethuluzi Lokubala Ithokheni ye-LLM :

🚨 Ziqinise...

896,871 amathokheni?! 😱 Yebo, ukufunde kahle lokho—izinkulungwane ezingamakhulu ayisishiyagalombili namashumi ayisishiyagalolunye nesithupha, amakhulu ayisishiyagalombili namashumi ayisikhombisa nanye!

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:

1. Ingase idinge izinhlelo ze-premium/pro ezisekela ukusetshenziswa kwamathokheni aphezulu 💰
2. Kubiza imali eshisiwe—ikakhulukazi uma ubuza njalo 🤑
3. 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- #ppd esikhundleni salo lonke ikhasi? 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- #ppd , bese uyiphonsa ethuluzini Lokubala Ithokheni ye-LLM:

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 <style> namathegi <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:

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 izinyathelo zokulwa ne-scraping ezingavimba kalula iziphequluli ezizenzakalelayo. Ufuna ukuhlukaniswa okugcwele? Buka i-webinar yethu ezayo ngezansi:

Uma ulandele umhlahlandlela wethu othuthukisiwe we-web scraping , uyazi ukuthi inkinga ayikho ngamathuluzi esiphequluli esizenzakalelayo (amalabhulali anika amandla abenzeli bakho be-AI). Cha, umlandu wangempela yisiphequluli ngokwaso . 🤖

Ukuze ugweme ukuvinjwa, udinga isiphequluli esakhelwe ngokukhethekile i-cloud automation. Faka i- Scraping Browser , isiphequluli:

• 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 :

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 amathuluzi we-Bright Data we-AI ! Hlanganyela nathi ekwenzeni i-inthanethi ifinyeleleke kuwo wonke umuntu—ngisho nangeziphequluli ezizenzakalelayo ze-AI. 🌐

Kuze kube ngokuzayo, qhubeka nokuphenya iWebhu ngokukhululeka! 🏄‍♂️