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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\"> Exploiter le potentiel de la gestion des connaissances d\u2019entreprise avec la technologie RAG et le mod\u00e8le ChatGPT\n<\/h3>\n\n<p style=\"text-align: left;\" class=\"wp-block-paragraph\"><span>L\u2019Intelligence Artificielle G\u00e9n\u00e9rative (IAG) fait son entr\u00e9e dans nos vies, notre mode de vie et de communication, mais comment pouvons-nous vraiment exploiter pleinement son potentiel r\u00e9volutionnaire ?<\/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\"> Exploiter le potentiel de la gestion des connaissances d\u2019entreprise avec la technologie RAG et le mod\u00e8le ChatGPT\n<\/h3>\n\n<p style=\"text-align: left;\" class=\"wp-block-paragraph has-small-font-size\"><span>La gestion des connaissances d\u2019entreprise est un \u00e9l\u00e9ment cl\u00e9 du succ\u00e8s de toute entreprise moderne. Une connaissance bien structur\u00e9e, accessible et fiable peut faire la diff\u00e9rence entre une entreprise prosp\u00e8re et une autre qui peine \u00e0 rester comp\u00e9titive.<\/span><\/p><p><span>Dans cet article, nous explorerons une solution innovante bas\u00e9e sur la technologie RAG (Retrieval Augmented Generation) et le mod\u00e8le ChatGPT, qui promet de r\u00e9volutionner la gestion des relations entre la connaissance d\u2019entreprise et les utilisateurs internes et externes.<\/span><\/p><p><span>La Base : Qu\u2019est-ce que le Mod\u00e8le ChatGPT ?<\/span><\/p><p><span>Le c\u0153ur de cette solution est le mod\u00e8le ChatGPT, un membre de la famille GPT (Generative Pre-trained Transformer). Ces mod\u00e8les d\u2019intelligence artificielle ont d\u00e9montr\u00e9 une capacit\u00e9 extraordinaire \u00e0 comprendre une demande et \u00e0 g\u00e9n\u00e9rer un texte coh\u00e9rent pour r\u00e9pondre \u00e0 des questions bas\u00e9es sur le contexte fourni. Le mod\u00e8le ChatGPT a \u00e9t\u00e9 sp\u00e9cifiquement form\u00e9 avec des milliers de Go de connaissances acquises \u00e0 partir de tout ce qui \u00e9tait accessible num\u00e9riquement.<\/span><\/p><p><span>Mais qu\u2019est-ce qui rend vraiment cette solution unique ? Voyons quelques-unes de ses caract\u00e9ristiques distinctives.<\/span><\/p><p><span>La Puissance des Bases de Donn\u00e9es Vectorielles<\/span><\/p><p><span>Au c\u0153ur de cette solution se trouve l\u2019utilisation d\u2019une base de donn\u00e9es vectorielle. Cette base de donn\u00e9es repr\u00e9sente des mots et des phrases comme des points dans un espace multidimensionnel. Pourquoi est-ce si important ? Cela permet au mod\u00e8le ChatGPT de calculer la similarit\u00e9 entre les vecteurs de mots et de s\u00e9lectionner les mots les plus appropri\u00e9s pour r\u00e9pondre \u00e0 une question. Imaginez devoir trouver des informations sp\u00e9cifiques dans un vaste oc\u00e9an de donn\u00e9es textuelles ; la base de donn\u00e9es vectorielle agit comme une boussole, vous guidant vers les r\u00e9ponses souhait\u00e9es.<\/span><\/p><p><span>Recherche par Similarit\u00e9 : Trouver l\u2019Aiguille dans la Botte de Foin<\/span><\/p><p><span>L\u2019une des t\u00e2ches les plus importantes de cette solution est la recherche par similarit\u00e9. Cette fonctionnalit\u00e9 permet au mod\u00e8le ChatGPT de trouver des mots ou des phrases similaires en fonction de l\u2019entr\u00e9e fournie par l\u2019utilisateur. Imaginez chercher une aiguille dans une botte de foin virtuelle d\u2019informations commerciales. La recherche par similarit\u00e9 est comme un aimant qui attire l\u2019aiguille, vous aidant \u00e0 identifier facilement les informations pertinentes.<\/span><\/p><p><span>La construction du contexte \u00e0 travers les invites<\/span><\/p><p><span>Un autre \u00e9l\u00e9ment crucial est la construction du contexte \u00e0 travers les invites. L\u2019utilisateur fournit une invite ou une question, et le mod\u00e8le ChatGPT utilise cette entr\u00e9e pour g\u00e9n\u00e9rer une r\u00e9ponse. Le contexte fourni par l\u2019utilisateur joue un r\u00f4le fondamental dans la d\u00e9termination de la r\u00e9ponse g\u00e9n\u00e9r\u00e9e par le mod\u00e8le. Cela signifie que la formulation d\u2019invites claires et sp\u00e9cifiques est essentielle pour obtenir des r\u00e9sultats pr\u00e9cis.<\/span><\/p><p><span>Donn\u00e9es de Haute Qualit\u00e9: La Pierre Angulaire de la Connaissance<\/span><\/p><p><span>La qualit\u00e9 et la quantit\u00e9 des donn\u00e9es disponibles sont fondamentales pour le succ\u00e8s du mod\u00e8le ChatGPT. Imaginez construire une maison : les donn\u00e9es de haute qualit\u00e9 sont la pierre angulaire sur laquelle tout repose. Une base de donn\u00e9es vectorielle, peupl\u00e9e d\u2019informations structur\u00e9es, est la cl\u00e9 pour obtenir des r\u00e9sultats pr\u00e9cis et fiables.<\/span><\/p><p><span>Diff\u00e9rences entre se baser sur une connaissance g\u00e9n\u00e9rique et sur ses propres donn\u00e9es d\u2019entreprise : le mod\u00e8le RAG<\/span><\/p><p><span>Le Retrieval Augmented Generation (RAG) repr\u00e9sente une solution cl\u00e9 pour aborder deux aspects cruciaux dans la gestion des informations d\u2019entreprise et la qualit\u00e9 des r\u00e9ponses.<\/span><\/p><p><span>la protection des donn\u00e9es sensibles<\/span><\/p><p><span>la fourniture de r\u00e9ponses pr\u00e9cises et exactes sans le risque d\u2019\u201dhallucinations\u201d.<\/span><\/p><p><span>Protection des donn\u00e9es d\u2019entreprise : Un aspect fondamental de la gestion des connaissances d\u2019entreprise est la protection des donn\u00e9es sensibles ou confidentielles de l\u2019entreprise. Avec l\u2019utilisation de mod\u00e8les d\u2019intelligence artificielle comme Chat GPT d\u2019OpenAI, il y a une pr\u00e9occupation que les informations d\u2019entreprise pourraient \u00eatre expos\u00e9es ou partag\u00e9es avec des tiers. Le RAG r\u00e9sout ce probl\u00e8me car il maintient le contr\u00f4le total des donn\u00e9es d\u2019entreprise. En particulier, la base de donn\u00e9es vectorielle, qui contient les informations structur\u00e9es de l\u2019entreprise, est h\u00e9berg\u00e9e en interne (\u201con premise\u201d), garantissant que les donn\u00e9es d\u2019entreprise restent s\u00e9curis\u00e9es et ne sont pas partag\u00e9es avec des fournisseurs externes ou des plateformes tierces.<\/span><\/p><p><span>Fourniture de r\u00e9ponses exactes sans hallucinations : Un autre aspect crucial est de garantir que les r\u00e9ponses fournies aux employ\u00e9s ou aux clients de l\u2019entreprise soient exactes et exemptes d\u2019erreurs ou \u201cd\u2019hallucinations\u201d. Le RAG rel\u00e8ve ce d\u00e9fi par le biais d\u2019un processus rigoureux. Lorsqu\u2019un utilisateur pose une question, le syst\u00e8me utilise un moteur de d\u00e9finition d\u2019intention et compare la question avec la base de donn\u00e9es vectorielle. Cette comparaison est bas\u00e9e sur la logique de recherche par similarit\u00e9, ce qui signifie que les r\u00e9ponses sont s\u00e9lectionn\u00e9es en fonction de leur similitude avec les informations pr\u00e9sentes dans la base de donn\u00e9es structur\u00e9e de l\u2019entreprise. Cela garantit que les r\u00e9ponses sont pr\u00e9cises et pertinentes par rapport aux informations de l\u2019entreprise, minimisant ainsi le risque de r\u00e9ponses incorrectes ou trompeuses.<\/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>En exploitant des bases de donn\u00e9es vectorielles, la recherche par similarit\u00e9, des invites bien construites et des donn\u00e9es de haute qualit\u00e9, les entreprises peuvent obtenir des r\u00e9ponses pr\u00e9cises et fiables \u00e0 leurs questions pos\u00e9es \u00e0 l\u2019IA, comme si elles \u00e9taient pos\u00e9es \u00e0 un EXPERT NUM\u00c9RIQUE.<\/span><\/p><p><span>Mais rappelez-vous, la connaissance est la cl\u00e9, et le chemin vers le succ\u00e8s commercial passe par la gestion intelligente des connaissances. EKR aide depuis 15 ans les entreprises \u00e0 g\u00e9rer les connaissances de mani\u00e8re structur\u00e9e avec la m\u00e9thode 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\"> Qu\u2019attendez-vous? Contactez-nous pour plus d\u2019informations!\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\/fr\/page-de-contact'\"><span>Contactez-nous<\/span>\n<\/button><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Exploiter le potentiel de la gestion des connaissances d\u2019entreprise avec la technologie RAG et le mod\u00e8le ChatGPT L\u2019Intelligence Artificielle G\u00e9n\u00e9rative (IAG) fait son entr\u00e9e dans nos vies, notre mode de vie et de communication, mais comment pouvons-nous vraiment exploiter pleinement son potentiel r\u00e9volutionnaire ? Exploiter le potentiel de la gestion des connaissances d\u2019entreprise avec la [&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":[505],"tags":[],"class_list":["post-244672","post","type-post","status-publish","format-standard","hentry","category-blog-fr"],"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\/fr\/author\/elia-santa\/"},"uagb_comment_info":0,"uagb_excerpt":"Exploiter le potentiel de la gestion des connaissances d\u2019entreprise avec la technologie RAG et le mod\u00e8le ChatGPT L\u2019Intelligence Artificielle G\u00e9n\u00e9rative (IAG) fait son entr\u00e9e dans nos vies, notre mode de vie et de communication, mais comment pouvons-nous vraiment exploiter pleinement son potentiel r\u00e9volutionnaire ? Exploiter le potentiel de la gestion des connaissances d\u2019entreprise avec la\u2026","_links":{"self":[{"href":"https:\/\/test.ekr.it\/fr\/wp-json\/wp\/v2\/posts\/244672","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/test.ekr.it\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/test.ekr.it\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/test.ekr.it\/fr\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/test.ekr.it\/fr\/wp-json\/wp\/v2\/comments?post=244672"}],"version-history":[{"count":1,"href":"https:\/\/test.ekr.it\/fr\/wp-json\/wp\/v2\/posts\/244672\/revisions"}],"predecessor-version":[{"id":247133,"href":"https:\/\/test.ekr.it\/fr\/wp-json\/wp\/v2\/posts\/244672\/revisions\/247133"}],"wp:attachment":[{"href":"https:\/\/test.ekr.it\/fr\/wp-json\/wp\/v2\/media?parent=244672"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/test.ekr.it\/fr\/wp-json\/wp\/v2\/categories?post=244672"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/test.ekr.it\/fr\/wp-json\/wp\/v2\/tags?post=244672"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}