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src=\"https:\/\/www.google.com\/recaptcha\/api.js?render=6LdRksUUAAAAAACNVL35cOjtKX0WXbeY_lAOpbcC&amp;ver=3.0\" id=\"google-recaptcha-js\"><\/script><script src=\"https:\/\/test.ekr.it\/wp-includes\/js\/dist\/vendor\/wp-polyfill.min.js?ver=3.15.0\" id=\"wp-polyfill-js\"><\/script><script id=\"wpcf7-recaptcha-js-before\">\nvar wpcf7_recaptcha = {\n    \"sitekey\": \"6LdRksUUAAAAAACNVL35cOjtKX0WXbeY_lAOpbcC\",\n    \"actions\": {\n        \"homepage\": \"homepage\",\n        \"contactform\": \"contactform\"\n    }\n};\n<\/script><script src=\"https:\/\/test.ekr.it\/wp-content\/plugins\/contact-form-7\/modules\/recaptcha\/index.js?ver=6.0\" id=\"wpcf7-recaptcha-js\"><\/script>\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><h3 class=\"wp-block-heading wp-block-ekr-headings\"> Wykorzystanie potencja\u0142u zarz\u0105dzania wiedz\u0105 w przedsi\u0119biorstwie dzi\u0119ki technologii RAG i modelowi ChatGPT\n<\/h3>\n\n<p style=\"text-align: left;\" class=\"wp-block-paragraph\"><span>Generatywna sztuczna inteligencja (IAG) wkracza w nasze \u017cycie, spos\u00f3b \u017cycia i komunikacji, ale jak mo\u017cemy naprawd\u0119 w pe\u0142ni wykorzysta\u0107 jej rewolucyjny potencja\u0142?<\/span>\n<\/p><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\"><figure class=\"wp-block-image outside-gallery aligncenter is-style-rounded wp-block-ekr-image\"> <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/test.ekr.it\/wp-content\/uploads\/assets\/low\/ommagine%20per%20articolo%20AI.jpg\" alt=\"\" style=\"border-radius:10px;border-style:none;border-width:0px;;width:560px;height:390px\"> <\/figure><\/div>\n<\/div>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-4 wp-block-group-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--small);margin-bottom:var(--wp--preset--spacing--small);padding-top:var(--wp--preset--spacing--small);padding-bottom:var(--wp--preset--spacing--small)\"><h3 class=\"wp-block-heading wp-block-ekr-headings\"> Wykorzystanie potencja\u0142u zarz\u0105dzania wiedz\u0105 w przedsi\u0119biorstwie dzi\u0119ki technologii RAG i modelowi ChatGPT\n<\/h3>\n\n<p style=\"text-align: left;\" class=\"wp-block-paragraph has-small-font-size\"><span>Zarz\u0105dzanie wiedz\u0105 w przedsi\u0119biorstwie jest kluczowym elementem sukcesu ka\u017cdej nowoczesnej firmy. Dobrze zorganizowana, dost\u0119pna i wiarygodna wiedza mo\u017ce stanowi\u0107 r\u00f3\u017cnic\u0119 mi\u0119dzy firm\u0105, kt\u00f3ra prosperuje, a tak\u0105, kt\u00f3ra zmaga si\u0119 z utrzymaniem konkurencyjno\u015bci.<\/span><\/p><p><span>W tym artykule zbadamy innowacyjne rozwi\u0105zanie oparte na technologii RAG (Retrieval Augmented Generation) i modelu ChatGPT, kt\u00f3re obiecuje zrewolucjonizowa\u0107 zarz\u0105dzanie relacjami mi\u0119dzy wiedz\u0105 korporacyjn\u0105 a u\u017cytkownikami wewn\u0119trznymi i zewn\u0119trznymi.<\/span><\/p><p><span>Podstawa: Czym jest Model ChatGPT?<\/span><\/p><p><span>Sercem tego rozwi\u0105zania jest model ChatGPT, cz\u0142onek rodziny GPT (Generative Pre-trained Transformer). Te modele sztucznej inteligencji okaza\u0142y si\u0119 niezwykle zdolne do rozumienia \u017c\u0105da\u0144 i generowania sp\u00f3jnego tekstu w celu odpowiedzi na pytania oparte na dostarczonym kontek\u015bcie. Model ChatGPT zosta\u0142 specjalnie przeszkolony z wykorzystaniem tysi\u0119cy GB wiedzy zdobytej ze wszystkiego, co by\u0142o cyfrowo dost\u0119pne.<\/span><\/p><p><span>Ale co naprawd\u0119 czyni to rozwi\u0105zanie wyj\u0105tkowym? Przyjrzyjmy si\u0119 niekt\u00f3rym jego charakterystycznym cechom.<\/span><\/p><p><span>Moc baz danych wektorowych<\/span><\/p><p><span>W centrum tego rozwi\u0105zania znajduje si\u0119 u\u017cycie bazy danych wektorowych. Ta baza danych reprezentuje s\u0142owa i frazy jako punkty w przestrzeni wielowymiarowej. Dlaczego to jest tak wa\u017cne? Pozwala modelowi ChatGPT oblicza\u0107 podobie\u0144stwo mi\u0119dzy wektorami s\u0142\u00f3w i wybiera\u0107 najbardziej odpowiednie s\u0142owa do odpowiedzi na pytanie. Wyobra\u017a sobie, \u017ce musisz znale\u017a\u0107 konkretne informacje w ogromnym oceanie danych tekstowych; baza danych wektorowych dzia\u0142a jak kompas, prowadz\u0105c ci\u0119 do po\u017c\u0105danych odpowiedzi.<\/span><\/p><p><span>Wyszukiwanie podobie\u0144stw: Znalezienie ig\u0142y w stogu siana<\/span><\/p><p><span>Jednym z najwa\u017cniejszych zada\u0144 tego rozwi\u0105zania jest wyszukiwanie podobie\u0144stw. Ta funkcjonalno\u015b\u0107 pozwala modelowi ChatGPT znale\u017a\u0107 podobne s\u0142owa lub frazy na podstawie danych wej\u015bciowych dostarczonych przez u\u017cytkownika. Wyobra\u017a sobie, \u017ce szukasz ig\u0142y w wirtualnym stogu siana informacji biznesowych. Wyszukiwanie podobie\u0144stw dzia\u0142a jak magnes przyci\u0105gaj\u0105cy ig\u0142\u0119, pomagaj\u0105c \u0142atwo zidentyfikowa\u0107 istotne informacje.<\/span><\/p><p><span>Budowanie kontekstu poprzez podpowiedzi<\/span><\/p><p><span>Innym kluczowym elementem jest budowanie kontekstu za pomoc\u0105 prompt\u00f3w. U\u017cytkownik dostarcza prompt lub pytanie, a model ChatGPT wykorzystuje to wej\u015bcie do generowania odpowiedzi. Kontekst dostarczony przez u\u017cytkownika odgrywa kluczow\u0105 rol\u0119 w okre\u015blaniu odpowiedzi generowanej przez model. Oznacza to, \u017ce formu\u0142owanie jasnych i specyficznych prompt\u00f3w jest kluczowe dla uzyskania precyzyjnych wynik\u00f3w.<\/span><\/p><p><span>Dane Wysokiej Jako\u015bci: Kamie\u0144 W\u0119gielny Wiedzy<\/span><\/p><p><span>Jako\u015b\u0107 i ilo\u015b\u0107 dost\u0119pnych danych s\u0105 kluczowe dla sukcesu modelu ChatGPT. Wyobra\u017a sobie budow\u0119 domu: dane wysokiej jako\u015bci s\u0105 kamieniem w\u0119gielnym, na kt\u00f3rym opiera si\u0119 wszystko. Baza danych wektorowych, wype\u0142niona uporz\u0105dkowanymi informacjami, jest kluczem do uzyskania dok\u0142adnych i wiarygodnych wynik\u00f3w.<\/span><\/p><p><span>R\u00f3\u017cnice mi\u0119dzy opieraniem si\u0119 na wiedzy og\u00f3lnej a w\u0142asnych danych firmowych: model RAG<\/span><\/p><p><span>Retrieval Augmented Generation (RAG) stanowi kluczowe rozwi\u0105zanie do rozwi\u0105zania dw\u00f3ch kluczowych aspekt\u00f3w w zarz\u0105dzaniu informacjami biznesowymi i jako\u015bci odpowiedzi.<\/span><\/p><p><span>ochrona danych wra\u017cliwych<\/span><\/p><p><span>dostarczanie dok\u0142adnych i precyzyjnych odpowiedzi bez ryzyka \u201chalucynacji\u201d.<\/span><\/p><p><span>Ochrona danych firmowych: Kluczowym aspektem zarz\u0105dzania wiedz\u0105 firmow\u0105 jest ochrona danych wra\u017cliwych lub poufnych firmy. Wraz z u\u017cyciem modeli sztucznej inteligencji, takich jak Chat GPT od OpenAI, pojawia si\u0119 obawa, \u017ce informacje firmowe mog\u0105 zosta\u0107 ujawnione lub udost\u0119pnione stronom trzecim. RAG rozwi\u0105zuje ten problem, poniewa\u017c utrzymuje pe\u0142n\u0105 kontrol\u0119 nad danymi firmowymi. W szczeg\u00f3lno\u015bci baza danych wektorowych, kt\u00f3ra zawiera ustrukturyzowane informacje firmy, jest hostowana wewn\u0119trznie (\u201con premise\u201d), co gwarantuje, \u017ce dane firmowe pozostaj\u0105 bezpieczne i nie s\u0105 udost\u0119pniane zewn\u0119trznym dostawcom lub platformom stron trzecich.<\/span><\/p><p><span>Dostarczanie dok\u0142adnych odpowiedzi bez halucynacji: Kolejnym kluczowym aspektem jest zapewnienie, \u017ce odpowiedzi udzielane pracownikom lub klientom biznesowym s\u0105 dok\u0142adne i wolne od b\u0142\u0119d\u00f3w lub \u201chalucynacji\u201d. RAG stawia czo\u0142a temu wyzwaniu poprzez rygorystyczny proces. Kiedy u\u017cytkownik zadaje pytanie, system wykorzystuje silnik definiowania intencji i por\u00f3wnuje pytanie z baz\u0105 danych wektorowych. To por\u00f3wnanie opiera si\u0119 na logice wyszukiwania podobie\u0144stw, co oznacza, \u017ce odpowiedzi s\u0105 wybierane na podstawie tego, jak bardzo s\u0105 podobne do informacji zawartych w ustrukturyzowanej bazie danych firmy. To zapewnia, \u017ce odpowiedzi s\u0105 dok\u0142adne i istotne dla informacji biznesowych, minimalizuj\u0105c ryzyko b\u0142\u0119dnych lub wprowadzaj\u0105cych w b\u0142\u0105d odpowiedzi.<\/span><\/p><p><span>Ponadto, RAG pozwala w pe\u0142ni wykorzysta\u0107 ustrukturyzowan\u0105 wiedz\u0119 firmow\u0105 EKR, t\u0119 sam\u0105, kt\u00f3ra by\u0142a wcze\u015bniej wykorzystywana do tworzenia tradycyjnych dokument\u00f3w, takich jak katalogi, cenniki, arkusze danych, instrukcje obs\u0142ugi i rozwi\u0105zywanie problem\u00f3w. Te ustrukturyzowane dane s\u0105 kluczowe dla procesu generowania odpowiedzi przez AI, poniewa\u017c stanowi\u0105 podstaw\u0119 do budowy dok\u0142adnych i kontekstowo istotnych odpowiedzi. Wykorzystuj\u0105c te informacje, kt\u00f3re ju\u017c zosta\u0142y zwektorowane i zorganizowane przez ustrukturyzowan\u0105 baz\u0119 wiedzy firmy, system mo\u017ce generowa\u0107 precyzyjne i sp\u00f3jne odpowiedzi, kt\u00f3re wiernie odzwierciedlaj\u0105 informacje firmowe.<\/span><\/p><p><span>Wykorzystuj\u0105c bazy danych wektorowych, wyszukiwanie podobie\u0144stw, dobrze skonstruowane podpowiedzi i dane wysokiej jako\u015bci, firmy mog\u0105 uzyska\u0107 dok\u0142adne i wiarygodne odpowiedzi na swoje pytania zadane AI, jakby by\u0142y zadane CYFROWEMU EKSPERTOWI.<\/span><\/p><p><span>Ale pami\u0119tajcie, wiedza to klucz, a droga do sukcesu biznesowego prowadzi przez inteligentne zarz\u0105dzanie wiedz\u0105. EKR od 15 lat pomaga firmom w zarz\u0105dzaniu wiedz\u0105 w spos\u00f3b uporz\u0105dkowany metod\u0105 EKR Orchestra.<\/span>\n<\/p><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\" style=\"margin-bottom:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><ul><\/ul>\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p><\/p>\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns has-outline-background-color has-background is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--small);padding-right:var(--wp--preset--spacing--small);padding-bottom:var(--wp--preset--spacing--small);padding-left:var(--wp--preset--spacing--small)\"><h4 class=\"wp-block-heading wp-block-ekr-headings\"> Czego czekasz? Skontaktuj si\u0119 z nami, aby uzyska\u0107 wi\u0119cej informacji!\n<\/h4><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-content-justification-right is-nowrap is-layout-flex wp-container-core-group-is-layout-5 wp-block-group-is-layout-flex\" style=\"padding-right:var(--wp--preset--spacing--medium)\"><button style=\"text-align: left; border-radius:5px;border-width:2px; padding-top:var(--wp--preset--spacing--xx-small);padding-bottom:var(--wp--preset--spacing--xx-small);padding-left:var(--wp--preset--spacing--xx-small);padding-right:var(--wp--preset--spacing--xx-small);\" class=\"wp-block-button wp-block-ekr-button wp-block-ekr-button has-background has-light-green-cyan-background-color has-medium-font-size\" onclick=\"window.location.href='https:\/\/test.ekr.it\/pl\/strona-kontaktowa'\"><span>Skontaktuj si\u0119 z nami<\/span>\n<\/button><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Wykorzystanie potencja\u0142u zarz\u0105dzania wiedz\u0105 w przedsi\u0119biorstwie dzi\u0119ki technologii RAG i modelowi ChatGPT Generatywna sztuczna inteligencja (IAG) wkracza w nasze \u017cycie, spos\u00f3b \u017cycia i komunikacji, ale jak mo\u017cemy naprawd\u0119 w pe\u0142ni wykorzysta\u0107 jej rewolucyjny potencja\u0142? Wykorzystanie potencja\u0142u zarz\u0105dzania wiedz\u0105 w przedsi\u0119biorstwie dzi\u0119ki technologii RAG i modelowi ChatGPT Zarz\u0105dzanie wiedz\u0105 w przedsi\u0119biorstwie jest kluczowym elementem sukcesu ka\u017cdej [&hellip;]<\/p>\n","protected":false},"author":26,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"elastic_search":"","_uag_custom_page_level_css":"","footnotes":""},"categories":[507],"tags":[],"class_list":["post-244676","post","type-post","status-publish","format-standard","hentry","category-blog-pl"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"Elia Santagiuliana","author_link":"https:\/\/test.ekr.it\/pl\/author\/elia-santa\/"},"uagb_comment_info":0,"uagb_excerpt":"Wykorzystanie potencja\u0142u zarz\u0105dzania wiedz\u0105 w przedsi\u0119biorstwie dzi\u0119ki technologii RAG i modelowi ChatGPT Generatywna sztuczna inteligencja (IAG) wkracza w nasze \u017cycie, spos\u00f3b \u017cycia i komunikacji, ale jak mo\u017cemy naprawd\u0119 w pe\u0142ni wykorzysta\u0107 jej rewolucyjny potencja\u0142? Wykorzystanie potencja\u0142u zarz\u0105dzania wiedz\u0105 w przedsi\u0119biorstwie dzi\u0119ki technologii RAG i modelowi ChatGPT Zarz\u0105dzanie wiedz\u0105 w przedsi\u0119biorstwie jest kluczowym elementem sukcesu ka\u017cdej&hellip;","_links":{"self":[{"href":"https:\/\/test.ekr.it\/pl\/wp-json\/wp\/v2\/posts\/244676","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/test.ekr.it\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/test.ekr.it\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/test.ekr.it\/pl\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/test.ekr.it\/pl\/wp-json\/wp\/v2\/comments?post=244676"}],"version-history":[{"count":1,"href":"https:\/\/test.ekr.it\/pl\/wp-json\/wp\/v2\/posts\/244676\/revisions"}],"predecessor-version":[{"id":247130,"href":"https:\/\/test.ekr.it\/pl\/wp-json\/wp\/v2\/posts\/244676\/revisions\/247130"}],"wp:attachment":[{"href":"https:\/\/test.ekr.it\/pl\/wp-json\/wp\/v2\/media?parent=244676"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/test.ekr.it\/pl\/wp-json\/wp\/v2\/categories?post=244676"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/test.ekr.it\/pl\/wp-json\/wp\/v2\/tags?post=244676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}