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um\u011bl\u00e1 inteligence (IAG) vstupuje do na\u0161ich \u017eivot\u016f, zp\u016fsobu \u017eivota a komunikace, ale jak m\u016f\u017eeme skute\u010dn\u011b pln\u011b vyu\u017e\u00edt jej\u00ed revolu\u010dn\u00ed potenci\u00e1l?<\/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\"> Vyu\u017eit\u00ed potenci\u00e1lu \u0159\u00edzen\u00ed podnikov\u00fdch znalost\u00ed s technologi\u00ed RAG a modelem ChatGPT\n<\/h3>\n\n<p style=\"text-align: left;\" class=\"wp-block-paragraph has-small-font-size\"><span>\u0158\u00edzen\u00ed podnikov\u00fdch znalost\u00ed je kl\u00ed\u010dov\u00fdm prvkem \u00fasp\u011bchu jak\u00e9hokoli modern\u00edho podniku. Dob\u0159e strukturovan\u00e9, p\u0159\u00edstupn\u00e9 a spolehliv\u00e9 znalosti mohou znamenat rozd\u00edl mezi prosperuj\u00edc\u00ed spole\u010dnost\u00ed a tou, kter\u00e1 se sna\u017e\u00ed udr\u017eet konkurenceschopnost.<\/span><\/p><p><span>V tomto \u010dl\u00e1nku prozkoum\u00e1me inovativn\u00ed \u0159e\u0161en\u00ed zalo\u017een\u00e9 na technologii RAG (Retrieval Augmented Generation) a modelu ChatGPT, kter\u00e9 slibuje revoluci ve spr\u00e1v\u011b vztah\u016f mezi firemn\u00edmi znalostmi a intern\u00edmi a extern\u00edmi u\u017eivateli.<\/span><\/p><p><span>Z\u00e1klad: Co je model ChatGPT?<\/span><\/p><p><span>Srdcem tohoto \u0159e\u0161en\u00ed je model ChatGPT, \u010dlen rodiny GPT (Generative Pre-trained Transformer). Tyto modely um\u011bl\u00e9 inteligence se uk\u00e1zaly jako mimo\u0159\u00e1dn\u011b schopn\u00e9 v porozum\u011bn\u00ed po\u017eadavk\u016fm a generov\u00e1n\u00ed koherentn\u00edho textu pro odpov\u011bdi na ot\u00e1zky zalo\u017een\u00e9 na poskytnut\u00e9m kontextu. Model ChatGPT byl speci\u00e1ln\u011b vy\u0161kolen s tis\u00edci GB znalost\u00ed z\u00edskan\u00fdch ze v\u0161eho, co bylo digit\u00e1ln\u011b dostupn\u00e9.<\/span><\/p><p><span>Ale co skute\u010dn\u011b d\u011bl\u00e1 toto \u0159e\u0161en\u00ed jedine\u010dn\u00fdm? Pod\u00edvejme se na n\u011bkter\u00e9 z jeho charakteristick\u00fdch rys\u016f.<\/span><\/p><p><span>S\u00edla vektorov\u00fdch datab\u00e1z\u00ed<\/span><\/p><p><span>V centru tohoto \u0159e\u0161en\u00ed je pou\u017eit\u00ed vektorov\u00e9 datab\u00e1ze. Tato datab\u00e1ze p\u0159edstavuje slova a fr\u00e1ze jako body v v\u00edcerozm\u011brn\u00e9m prostoru. Pro\u010d je to tak d\u016fle\u017eit\u00e9? Umo\u017e\u0148uje modelu ChatGPT vypo\u010d\u00edtat podobnost mezi vektory slov a vybrat nejvhodn\u011bj\u0161\u00ed slova pro odpov\u011b\u010f na ot\u00e1zku. P\u0159edstavte si, \u017ee mus\u00edte naj\u00edt specifick\u00e9 informace v obrovsk\u00e9m oce\u00e1nu textov\u00fdch dat; vektorov\u00e1 datab\u00e1ze funguje jako kompas, kter\u00fd v\u00e1s vede k po\u017eadovan\u00fdm odpov\u011bd\u00edm.<\/span><\/p><p><span>Vyhled\u00e1v\u00e1n\u00ed podle Podobnosti: Nalezen\u00ed Jehly v Kupce Seno<\/span><\/p><p><span>Jedn\u00edm z nejd\u016fle\u017eit\u011bj\u0161\u00edch \u00fakol\u016f tohoto \u0159e\u0161en\u00ed je vyhled\u00e1v\u00e1n\u00ed podle podobnosti. Tato funkce umo\u017e\u0148uje modelu ChatGPT naj\u00edt podobn\u00e1 slova nebo fr\u00e1ze na z\u00e1klad\u011b vstupu poskytnut\u00e9ho u\u017eivatelem. P\u0159edstavte si, \u017ee hled\u00e1te jehlu ve virtu\u00e1ln\u00ed kup\u011b sena obchodn\u00edch informac\u00ed. Vyhled\u00e1v\u00e1n\u00ed podle podobnosti je jako magnet, kter\u00fd p\u0159itahuje jehlu, co\u017e v\u00e1m pom\u00e1h\u00e1 snadno identifikovat relevantn\u00ed informace.<\/span><\/p><p><span>Budov\u00e1n\u00ed kontextu prost\u0159ednictv\u00edm v\u00fdzev<\/span><\/p><p><span>Dal\u0161\u00edm kl\u00ed\u010dov\u00fdm prvkem je vytv\u00e1\u0159en\u00ed kontextu prost\u0159ednictv\u00edm prompt\u016f. U\u017eivatel poskytuje prompt nebo ot\u00e1zku a model ChatGPT pou\u017e\u00edv\u00e1 tento vstup k vygenerov\u00e1n\u00ed odpov\u011bdi. Kontext poskytnut\u00fd u\u017eivatelem hraje z\u00e1sadn\u00ed roli p\u0159i ur\u010dov\u00e1n\u00ed odpov\u011bdi generovan\u00e9 modelem. To znamen\u00e1, \u017ee formulace jasn\u00fdch a specifick\u00fdch prompt\u016f je z\u00e1sadn\u00ed pro dosa\u017een\u00ed p\u0159esn\u00fdch v\u00fdsledk\u016f.<\/span><\/p><p><span>Vysoce Kvalitn\u00ed Data: Z\u00e1kladn\u00ed K\u00e1men Znalost\u00ed<\/span><\/p><p><span>Kvalita a mno\u017estv\u00ed dostupn\u00fdch dat jsou z\u00e1sadn\u00ed pro \u00fasp\u011bch modelu ChatGPT. P\u0159edstavte si stavbu domu: kvalitn\u00ed data jsou z\u00e1kladn\u00edm kamenem, na kter\u00e9m v\u0161e stoj\u00ed. Vektorov\u00e1 datab\u00e1ze, napln\u011bn\u00e1 strukturovan\u00fdmi informacemi, je kl\u00ed\u010dem k dosa\u017een\u00ed p\u0159esn\u00fdch a spolehliv\u00fdch v\u00fdsledk\u016f.<\/span><\/p><p><span>Rozd\u00edly mezi spol\u00e9h\u00e1n\u00edm se na obecn\u00e9 znalosti a na vlastn\u00ed firemn\u00ed data: model RAG<\/span><\/p><p><span>Retrieval Augmented Generation (RAG) p\u0159edstavuje kl\u00ed\u010dov\u00e9 \u0159e\u0161en\u00ed pro \u0159e\u0161en\u00ed dvou kl\u00ed\u010dov\u00fdch aspekt\u016f v \u0159\u00edzen\u00ed podnikov\u00fdch informac\u00ed a kvalit\u011b odpov\u011bd\u00ed.<\/span><\/p><p><span>ochrana citliv\u00fdch \u00fadaj\u016f<\/span><\/p><p><span>poskytov\u00e1n\u00ed p\u0159esn\u00fdch a spr\u00e1vn\u00fdch odpov\u011bd\u00ed bez rizika \u201chalucinac\u00ed\u201d.<\/span><\/p><p><span>Ochrana firemn\u00edch dat: Z\u00e1kladn\u00edm aspektem \u0159\u00edzen\u00ed znalost\u00ed ve firm\u011b je ochrana citliv\u00fdch nebo d\u016fv\u011brn\u00fdch dat spole\u010dnosti. P\u0159i pou\u017eit\u00ed model\u016f um\u011bl\u00e9 inteligence, jako je Chat GPT od OpenAI, existuje obava, \u017ee by firemn\u00ed informace mohly b\u00fdt vystaveny nebo sd\u00edleny s t\u0159et\u00edmi stranami. RAG tento probl\u00e9m \u0159e\u0161\u00ed, proto\u017ee udr\u017euje plnou kontrolu nad firemn\u00edmi daty. Zejm\u00e9na vektorov\u00e1 datab\u00e1ze, kter\u00e1 obsahuje strukturovan\u00e9 informace spole\u010dnosti, je hostov\u00e1na intern\u011b (\u201con premise\u201d), co\u017e zaji\u0161\u0165uje, \u017ee firemn\u00ed data z\u016fstanou bezpe\u010dn\u00e1 a nebudou sd\u00edlena s extern\u00edmi dodavateli nebo platformami t\u0159et\u00edch stran.<\/span><\/p><p><span>Poskytov\u00e1n\u00ed p\u0159esn\u00fdch odpov\u011bd\u00ed bez halucinac\u00ed: Dal\u0161\u00edm kl\u00ed\u010dov\u00fdm aspektem je zajistit, aby odpov\u011bdi poskytovan\u00e9 zam\u011bstnanc\u016fm nebo firemn\u00edm z\u00e1kazn\u00edk\u016fm byly p\u0159esn\u00e9 a bez chyb nebo \u201chalucinac\u00ed\u201d. RAG tuto v\u00fdzvu \u0159e\u0161\u00ed prost\u0159ednictv\u00edm p\u0159\u00edsn\u00e9ho procesu. Kdy\u017e u\u017eivatel polo\u017e\u00ed ot\u00e1zku, syst\u00e9m pou\u017e\u00edv\u00e1 motor pro definici z\u00e1m\u011bru a porovn\u00e1v\u00e1 ot\u00e1zku s vektorovou datab\u00e1z\u00ed. Toto porovn\u00e1n\u00ed je zalo\u017eeno na logice vyhled\u00e1v\u00e1n\u00ed podle podobnosti, co\u017e znamen\u00e1, \u017ee odpov\u011bdi jsou vyb\u00edr\u00e1ny na z\u00e1klad\u011b toho, jak jsou podobn\u00e9 informac\u00edm v strukturovan\u00e9 datab\u00e1zi spole\u010dnosti. To zaji\u0161\u0165uje, \u017ee odpov\u011bdi jsou p\u0159esn\u00e9 a relevantn\u00ed pro firemn\u00ed informace, \u010d\u00edm\u017e se minimalizuje riziko nespr\u00e1vn\u00fdch nebo zav\u00e1d\u011bj\u00edc\u00edch odpov\u011bd\u00ed.<\/span><\/p><p><span>Inoltre, il RAG consente di sfruttare appieno la conoscenza aziendale strutturata di EKR, la stessa precedentemente utilizzata per creare documenti tradizionali come cataloghi, listini, data sheet, manuali e troubleshooting. Questi dati strutturati sono fondamentali per il processo di risposta generata dall\u2019IA, poich\u00e9 forniscono la base per la costruzione di risposte accurate e contestualmente rilevanti. Utilizzando queste informazioni gi\u00e0 vettorializzate e organizzate dalla Knowledge base strutturata dell\u2019azienda, il sistema pu\u00f2 generare risposte precise e coerenti che riflettono fedelmente le informazioni aziendali.<\/span><\/p><p><span>Vyu\u017eit\u00edm vektorov\u00fdch datab\u00e1z\u00ed, vyhled\u00e1v\u00e1n\u00ed podle podobnosti, dob\u0159e sestaven\u00fdch v\u00fdzev a vysoce kvalitn\u00edch dat mohou firmy z\u00edskat p\u0159esn\u00e9 a spolehliv\u00e9 odpov\u011bdi na sv\u00e9 ot\u00e1zky polo\u017een\u00e9 AI, jako by byly polo\u017eeny DIGIT\u00c1LN\u00cdMU ODBORN\u00cdKOVI.<\/span><\/p><p><span>Ale pamatujte, znalosti jsou kl\u00ed\u010dem a cesta k obchodn\u00edmu \u00fasp\u011bchu vede p\u0159es inteligentn\u00ed \u0159\u00edzen\u00ed znalost\u00ed. EKR ji\u017e 15 let pom\u00e1h\u00e1 firm\u00e1m strukturovan\u011b \u0159\u00eddit znalosti metodou 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\"> Na co \u010dek\u00e1te? Kontaktujte n\u00e1s pro v\u00edce informac\u00ed!\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\/cs\/kontaktni-stranka'\"><span>Kontaktujte n\u00e1s<\/span>\n<\/button><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Vyu\u017eit\u00ed potenci\u00e1lu \u0159\u00edzen\u00ed podnikov\u00fdch znalost\u00ed s technologi\u00ed RAG a modelem ChatGPT Generativn\u00ed um\u011bl\u00e1 inteligence (IAG) vstupuje do na\u0161ich \u017eivot\u016f, zp\u016fsobu \u017eivota a komunikace, ale jak m\u016f\u017eeme skute\u010dn\u011b pln\u011b vyu\u017e\u00edt jej\u00ed revolu\u010dn\u00ed potenci\u00e1l? Vyu\u017eit\u00ed potenci\u00e1lu \u0159\u00edzen\u00ed podnikov\u00fdch znalost\u00ed s technologi\u00ed RAG a modelem ChatGPT \u0158\u00edzen\u00ed podnikov\u00fdch znalost\u00ed je kl\u00ed\u010dov\u00fdm prvkem \u00fasp\u011bchu jak\u00e9hokoli modern\u00edho podniku. Dob\u0159e strukturovan\u00e9, [&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":[501],"tags":[],"class_list":["post-244667","post","type-post","status-publish","format-standard","hentry","category-blog-cs"],"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\/cs\/author\/elia-santa\/"},"uagb_comment_info":0,"uagb_excerpt":"Vyu\u017eit\u00ed potenci\u00e1lu \u0159\u00edzen\u00ed podnikov\u00fdch znalost\u00ed s technologi\u00ed RAG a modelem ChatGPT Generativn\u00ed um\u011bl\u00e1 inteligence (IAG) vstupuje do na\u0161ich \u017eivot\u016f, zp\u016fsobu \u017eivota a komunikace, ale jak m\u016f\u017eeme skute\u010dn\u011b pln\u011b vyu\u017e\u00edt jej\u00ed revolu\u010dn\u00ed potenci\u00e1l? Vyu\u017eit\u00ed potenci\u00e1lu \u0159\u00edzen\u00ed podnikov\u00fdch znalost\u00ed s technologi\u00ed RAG a modelem ChatGPT \u0158\u00edzen\u00ed podnikov\u00fdch znalost\u00ed je kl\u00ed\u010dov\u00fdm prvkem \u00fasp\u011bchu jak\u00e9hokoli modern\u00edho podniku. Dob\u0159e strukturovan\u00e9,&hellip;","_links":{"self":[{"href":"https:\/\/test.ekr.it\/cs\/wp-json\/wp\/v2\/posts\/244667","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/test.ekr.it\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/test.ekr.it\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/test.ekr.it\/cs\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/test.ekr.it\/cs\/wp-json\/wp\/v2\/comments?post=244667"}],"version-history":[{"count":1,"href":"https:\/\/test.ekr.it\/cs\/wp-json\/wp\/v2\/posts\/244667\/revisions"}],"predecessor-version":[{"id":247139,"href":"https:\/\/test.ekr.it\/cs\/wp-json\/wp\/v2\/posts\/244667\/revisions\/247139"}],"wp:attachment":[{"href":"https:\/\/test.ekr.it\/cs\/wp-json\/wp\/v2\/media?parent=244667"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/test.ekr.it\/cs\/wp-json\/wp\/v2\/categories?post=244667"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/test.ekr.it\/cs\/wp-json\/wp\/v2\/tags?post=244667"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}