{"id":5572,"date":"2025-03-04T14:08:01","date_gmt":"2025-03-04T14:08:01","guid":{"rendered":"https:\/\/savangard.com\/?p=5572"},"modified":"2025-04-28T09:42:50","modified_gmt":"2025-04-28T09:42:50","slug":"snowflake-cortex-ai-sztuczna-inteligencja-zmienila-moja-prace","status":"publish","type":"post","link":"https:\/\/savangard.com\/pl\/snowflake-cortex-ai-sztuczna-inteligencja-zmienila-moja-prace\/","title":{"rendered":"Snowflake Cortex AI \u2013 jak AI zmieni\u0142o moj\u0105 prac\u0119?"},"content":{"rendered":"<header class=\"hero-article\">\n    <div class=\"hero-article--hero\">\n      <div class=\"hero-article--hero-container container\">\n        <div class=\"row justify-content-center\">\n          <div class=\"col-lg-10\">\n            <div class=\"hero-article--wrapper\">\n              <div class=\"hero-article--hero-bg gradient stretch-common\">\n                                  <img decoding=\"async\" src=\"https:\/\/savangard.com\/wp-content\/uploads\/2025\/03\/shutterstock_1708082848v2-scaled-1-1460x560.jpg\" alt=\"Snowflake Cortex AI \u2013 jak AI zmieni\u0142o moj\u0105 prac\u0119?\">\n                              <\/div>\n              <div class=\"hero-article--hero-content\">\n                                                  <div class=\"blog-articles--item-category blog-articles--item-category__light\">\n                                          <a href=\"https:\/\/savangard.com\/pl\/tag\/cortex-ai\/\" class=\"stretch-common-related\">Cortex AI<\/a>\n                                          <a href=\"https:\/\/savangard.com\/pl\/tag\/data\/\" class=\"stretch-common-related\">Data<\/a>\n                                          <a href=\"https:\/\/savangard.com\/pl\/tag\/snowflake\/\" class=\"stretch-common-related\">Snowflake<\/a>\n                                      <\/div>\n                                                  <h1 class=\"hero-article--hero-heading\">Snowflake Cortex AI \u2013 jak AI zmieni\u0142o moj\u0105 prac\u0119?<\/h1>\n                                                  <p class=\"hero-article--hero-desc hero-article--hero-desc__long\">\n                    Korzystanie z pot\u0119gi AI w po\u0142\u0105czeniu ze zgromadzonymi danymi nigdy dot\u0105d nie dawa\u0142o tak wielu mo\u017cliwo\u015bci przy minimalnym nak\u0142adzie dodatkowej pracy (kodowania jest tu naprawd\u0119 niewiele).<br>\n                                      <\/p>\n                                <div class=\"hero--arrow d-lg-none\">\n                  <a href=\"#\" data-scroll-to=\"next-section\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"48\" viewBox=\"0 0 48 48\" class=\"arrow-down\">\n  <g fill=\"none\" stroke=\"#06dc22\" stroke-width=\"2\">\n    <rect width=\"48\" height=\"48\" rx=\"24\" stroke=\"none\"\/>\n    <rect x=\"1\" y=\"1\" width=\"46\" height=\"46\" rx=\"23\" fill=\"none\"\/>\n  <\/g>\n  <g transform=\"translate(12 12)\">\n    <g id=\"arrow-downward\">\n      <rect width=\"24\" height=\"24\" fill=\"#06dc22\" opacity=\"0\"\/>\n      <path d=\"M18.77,13.36a1,1,0,0,0-1.41-.13L13,16.86V5a1,1,0,0,0-2,0V16.86L6.64,13.23a1,1,0,1,0-1.28,1.54l6,5,.15.09.13.07a1,1,0,0,0,.72,0l.13-.07.15-.09,6-5a1,1,0,0,0,.13-1.41Z\" fill=\"#06dc22\" class=\"arrow-down-arrow\"\/>\n    <\/g>\n  <\/g>\n<\/svg>\n                  <\/a>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n          <\/header>\n\n\n\n<section class=\"blog-content alignwide\" id=\"section-1\">\n  <div class=\"container\">\n    <div class=\"row justify-content-center\" data-aos=\"fade-up\">\n      <div class=\"col-lg-10\">\n        <div class=\"blog-content--row\">\n          <div class=\"blog-content--col blog-content--col__empty\"><\/div>\n          <div class=\"blog-content--main\">\n            <div class=\"blog-content--meta blog-content--meta__top\">\n                              <footer class=\"blog-content--meta-user\">\n                                      <img decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/f199105f7827b9f8d088c0403db97ba86015c8773f920135e047da57ddc786e7?s=70&#038;d=mm&#038;r=g\" alt=\"Tomasz Danielewski\"\n                         class=\"blog-content--meta-user-photo\">\n                                    <div class=\"blog-content--meta-user-content\">\n                    <div class=\"blog-content--meta-user-name\">Tomasz Danielewski<\/div>\n                                      <\/div>\n                <\/footer>\n                            <div\n                class=\"blog-content--meta-read-time\">4 min czytania<\/div>\n            <\/div>\n            <div class=\"blog-content--decorator\" data-aos=\"zoom-in\" data-aos-delay=\"500\"><\/div>\n            <div class=\"blog-content--content\">\n              <p><strong>Kluczem do zmiany jest Snowflake Cortex AI. Dzi\u0119ki niemu wywo\u0142anie prostego zapytania bazodanowego pozwala mi dzisiaj uzyska\u0107 rezultaty, kt\u00f3re jeszcze kilka lat temu mog\u0142em ogl\u0105da\u0107 jedynie w&nbsp;filmach science fiction.<\/strong><\/p>\n<p>Drogi czytelniku, nie spodziewa\u0142e\u015b si\u0119 odpowiedzi na tytu\u0142owe pytanie ju\u017c w&nbsp;pierwszym zdaniu tej publikacji, prawda? No c\u00f3\u017c&#8230; pozostaje mi tylko przeprosi\u0107 Ci\u0119 za spoiler. Chcia\u0142em jednak, aby\u015b mia\u0142 \u015bwiadomo\u015b\u0107, \u017ce zamiast zmaga\u0107 si\u0119 z&nbsp;konfiguracj\u0105, b\u0142\u0105dzi\u0107 mi\u0119dzy interfejsami czy budowa\u0107 kolejne zale\u017cno\u015bci, mo\u017cesz wygodnie rozsi\u0105\u015b\u0107 si\u0119 w&nbsp;fotelu i&nbsp;cieszy\u0107 si\u0119 wynikami.<\/p>\n<h2>Jak Cortex AI pomaga w&nbsp;analizie opinii klient\u00f3w &#8211;&nbsp;studium przypadku<\/h2>\n<p>Ale jak to dzia\u0142a w&nbsp;praktyce? Pokr\u00f3tce opisuj\u0119 to na podstawie przypadku, z&nbsp;kt\u00f3rym zetkn\u0105\u0142em si\u0119 niedawno. Mia\u0142em okazj\u0119 zaimplementowa\u0107 rozwi\u0105zanie oparte na Cortex AI, kt\u00f3re pomog\u0142o w&nbsp;szybkim opanowaniu problem\u00f3w wizerunkowych rozprzestrzeniaj\u0105cych si\u0119 w&nbsp;mediach spo\u0142eczno\u015bciowych.<\/p>\n<p>Wyobra\u017a sobie miliony opinii dotycz\u0105cych towar\u00f3w i&nbsp;us\u0142ug w&nbsp;Twoich sklepach, kt\u00f3re ka\u017cdej godziny trafiaj\u0105 do Twojej hurtowni danych w&nbsp;chmurze. Wszystko dzia\u0142a sprawnie, a\u017c nagle w&nbsp;trybiki systemu trafia ziarnko piasku. Z godziny na godzin\u0119 przybywa negatywnych opinii. Tak przynajmniej twierdzi zesp\u00f3\u0142 odpowiedzialny za social media, a&nbsp;oni dobrze wiedz\u0105, co si\u0119 dzieje w&nbsp;sieci. Jak mo\u017cesz zatrzyma\u0107 potencjalny kryzys? Prosta sprawa \u2013 trzeba znale\u017a\u0107 przyczyn\u0119 niezadowolenia klient\u00f3w.<\/p>\n<p>Na szcz\u0119\u015bcie masz dost\u0119p do wszystkich zarejestrowanych opinii, w&nbsp;ustrukturyzowanej postaci w&nbsp;Snowflake. Zaczynamy od podzielenia ich na dziesi\u0119\u0107 segment\u00f3w \u2013 od najlepszych do najgorszych. Wykorzystujemy dwie proste funkcje Cortex LLM: <strong>translate<\/strong> i&nbsp;<strong>sentiment<\/strong>. Pierwsza pozwala przet\u0142umaczy\u0107 tre\u015b\u0107 opinii na j\u0119zyk angielski (nie oszukujmy si\u0119, modele LLM dzia\u0142aj\u0105 najlepiej w&nbsp;tym j\u0119zyku), a&nbsp;druga okre\u015bla wyd\u017awi\u0119k opinii w&nbsp;skali od -1 do 1.<\/p>\n<p>Fajne, prawda? W kilku prostych zapytaniach mo\u017cemy sprawdzi\u0107, w&nbsp;kt\u00f3rych sklepach zakupy robili najbardziej niezadowoleni klienci, i&nbsp;ustali\u0107, \u017ce na przyk\u0142ad towar dostarcza tam niewielka grupa powi\u0105zanych dostawc\u00f3w.<\/p>\n<p>Znalezienie przyczyny to jedno, ale co z&nbsp;jej rozwi\u0105zaniem? Tutaj ponownie pomaga Cortex LLM. Funkcja <strong>complete<\/strong> pozwala zdefiniowa\u0107 kategorie problem\u00f3w i&nbsp;zapisa\u0107 je w&nbsp;oddzielnej tabeli. Nast\u0119pnie AI mo\u017ce wygenerowa\u0107, r\u00f3wnie\u017c za pomoc\u0105 <strong>complete<\/strong>, spersonalizowan\u0105 wiadomo\u015b\u0107 e-mail do dostawcy, w&nbsp;kt\u00f3rej zawarte b\u0119d\u0105 zaobserwowane problemy i&nbsp;propozycje ich rozwi\u0105zania. A wszystko to w&nbsp;oparciu o&nbsp;Twoje dane i&nbsp;mo\u017cliwo\u015bci modeli LLM dost\u0119pnych w&nbsp;Snowflake.<\/p>\n<h2>Bezpiecze\u0144stwo i&nbsp;dost\u0119pno\u015b\u0107 \u2013 kluczowe kwestie<\/h2>\n<p>Mam nadziej\u0119, \u017ce ten prosty przyk\u0142ad dzia\u0142a na wyobra\u017ani\u0119. Warto jednak poruszy\u0107 jeszcze dwie istotne kwestie \u2013 <strong>bezpiecze\u0144stwo danych<\/strong> oraz <strong>dost\u0119pno\u015b\u0107 analiz dla os\u00f3b nietechnicznych<\/strong>.<\/p>\n<p>W kwestii bezpiecze\u0144stwa kluczowe jest to, \u017ce Twoje dane i&nbsp;wyniki ich przetwarzania nie s\u0105 udost\u0119pniane innym klientom, nie s\u0142u\u017c\u0105 do trenowania cudzych modeli i&nbsp;nie trafiaj\u0105 do podmiot\u00f3w trzecich. Masz pe\u0142n\u0105 kontrol\u0119 nad swoimi danymi na ka\u017cdym etapie przetwarzania.<\/p>\n<p>A co z&nbsp;u\u017cytkownikami, kt\u00f3rzy nie znaj\u0105 SQL ani narz\u0119dzi analitycznych? Wystarczy, \u017ce deweloper wykorzysta <strong>Streamlit<\/strong>, aby stworzy\u0107 aplikacj\u0119 z&nbsp;przyjaznym interfejsem u\u017cytkownika. W Pythonie mo\u017cna napisa\u0107 prosty program, kt\u00f3ry zwizualizuje poziom zadowolenia klienta w&nbsp;skali od 1 do 10 gwiazdek, poka\u017ce na wykresie sklepy z&nbsp;najwi\u0119ksz\u0105 liczb\u0105 negatywnych opinii czy automatycznie wygeneruje i&nbsp;wy\u015ble wiadomo\u015b\u0107 e-mail do dostawcy z&nbsp;propozycj\u0105 rozwi\u0105zania problemu. U\u017cytkownik nie musi nawet wiedzie\u0107, \u017ce pracuje z&nbsp;hurtowni\u0105 danych \u2013 wystarczy kilka klikni\u0119\u0107, a&nbsp;reszt\u0119 zrobi program wspierany przez AI.<\/p>\n<p>To tylko drobny wycinek mo\u017cliwo\u015bci <strong>Cortex AI<\/strong> i&nbsp;funkcjonalno\u015bci <strong>Snowflake<\/strong>. A lista innowacyjnych opcji jest d\u0142uga. Warto wspomnie\u0107 chocia\u017cby o&nbsp;tym, jak \u0142atwo mo\u017cna zaimplementowa\u0107 chatboty pozwalaj\u0105ce na odpytywanie ustrukturyzowanych i&nbsp;nieustrukturyzowanych danych w&nbsp;j\u0119zyku naturalnym. Tak, tak \u2013 mo\u017cesz bezpiecznie &#8220;rozmawia\u0107&#8221; ze swoimi raportami w&nbsp;PDF-ach! Ale o&nbsp;tym opowiem ju\u017c innym razem&#8230; Stay tuned!<\/p>\n\n            <\/div>\n            <footer class=\"blog-content--meta blog-content--meta__bottom\">\n                              <footer class=\"blog-content--meta-user\">\n                                      <img decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/f199105f7827b9f8d088c0403db97ba86015c8773f920135e047da57ddc786e7?s=70&#038;d=mm&#038;r=g\" alt=\"Tomasz Danielewski\"\n                         class=\"blog-content--meta-user-photo\">\n                                    <div class=\"blog-content--meta-user-content\">\n                    <div class=\"blog-content--meta-user-name\">Tomasz Danielewski<\/div>\n                                      <\/div>\n                <\/footer>\n                          <\/footer>\n          <\/div>\n          <div class=\"blog-content--col blog-content--col__social\">\n            <div class=\"blog-content--social\">\n              <ul>\n               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