赞助方：Oxylabs 网页抓取与人工智能：低调却关键的合作关系.pdf

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1、Web Scrapingand AIA Quiet but Critical PartnershipIeva atait,Python Developer/Web Scraping Engineer OxylabsJune 11,2025Ieva ataitPython Developer/Web Scraping Engineer OxylabsWeb Scrapingand AIA Quiet but Critical PartnershipWhat is Web Scraping?Automated collection of data from websitesEnables orga

2、nizations to extract and analyze massive volumes of online contentWhat is Web ScrapingThe Flow ScraperProxyserverTargetsiteHTTP requestHTTP responseHTTP requestHTTP responseWhat Can Scraped Data Be Used For?Analyzing the PastPredicting the FuturePowering AIAnalyzing the PastSearch engine optimizatio

3、n:Compare your current and historical rankingsMarket Intelligence:Track pricing strategies and competitive movesPredicting the FutureDemand Forecasting:Anticipate future market needs from past trendsReputation Management:Catch negative trends before they escalatePowering AITrainingGenerationTraining

4、 PhaseNot that huge3 billion web pages a month-a small slice of the webShared by allEveryone trains on the same data OutdatedDoesnt reflect whats happening nowIncompleteBlocked by many websites,no bot bypassingMessyRaw data requires extensive preprocessingModalitytext/html onlyPowering AIPublic Data

5、sets-The LimitationsTraining PhaseFixes key limitationsof public datasets like Common CrawlUp-to-date&accurateReflects whats happening right nowMulti-modal Scrape images,videos,HTML,JSON,and moreTailored to your needsCollect exactly the data relevant to your domainPowering AIFresh Scraped DataGenera

6、tion PhaseFastDoesnt require live lookupsCache-Augmented GenerationAI retrieves information from a cached database of previously scraped or stored contentCan go staleDoesnt reflect real-time changesRetrieval-Augmented GenerationAI fetches data in real-time during generationRealtimeAlways reflects th