{"id":9670,"date":"2024-10-02T08:28:28","date_gmt":"2024-10-02T08:28:28","guid":{"rendered":"https:\/\/www.cropland.be\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024"},"modified":"2026-03-12T13:57:30","modified_gmt":"2026-03-12T13:57:30","slug":"comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024","status":"publish","type":"post","link":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024","title":{"rendered":"Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"9670\" class=\"elementor elementor-9670 elementor-6868\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-156d7fd4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"156d7fd4\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-5693570f\" data-id=\"5693570f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-19e25613\" data-id=\"19e25613\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4e2a15a9 elementor-widget elementor-widget-heading\" data-id=\"4e2a15a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">BLOG<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2bb236a1 elementor-widget elementor-widget-heading\" data-id=\"2bb236a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG)<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5fdf0323\" data-id=\"5fdf0323\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-fda1b31 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"fda1b31\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-415b170 elementor-widget elementor-widget-text-editor\" data-id=\"415b170\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>La g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG)<\/strong> peut sembler compliqu\u00e9e, mais c\u2019est un <strong>moyen intelligent pour les syst\u00e8mes d\u2019IA de donner des r\u00e9ponses plus pr\u00e9cises et utiles<\/strong>. La RAG combine deux techniques diff\u00e9rentes : la <strong>r\u00e9cup\u00e9ration d\u2019informations<\/strong> (recherche des bonnes r\u00e9ponses) et la <strong>g\u00e9n\u00e9ration de r\u00e9ponses<\/strong> (comme parler ou \u00e9crire) pour s\u2019assurer que l\u2019IA (comme GPT ou Gemini) produise des r\u00e9sultats meilleurs et plus fiables. Cela r\u00e9pond \u00e0 l\u2019un des d\u00e9fis majeurs des mod\u00e8les g\u00e9n\u00e9ratifs traditionnels : leur tendance \u00e0 inventer ou \u00e0 g\u00e9n\u00e9rer des informations incorrectes, en particulier lorsqu\u2019ils traitent des connaissances dynamiques ou sp\u00e9cifiques \u00e0 un domaine.  <\/p>\n<p>D\u00e9composons cela \u00e9tape par \u00e9tape !<\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-16f1b50d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"16f1b50d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-579c61fd\" data-id=\"579c61fd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t<div class=\"elementor-element elementor-element-22e2acc e-grid e-ecs-flex e-con-boxed e-con e-parent\" data-id=\"22e2acc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8cfecdd elementor-widget elementor-widget-text-editor\" data-id=\"8cfecdd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Comment fonctionne la RAG ?<\/h2><p>Imaginez que vous posiez une question \u00e0 une IA, telle que <em>\u00ab Qui a remport\u00e9 la Coupe du monde de football en 2022 ? \u00bb<\/em><\/p><p>Une IA normale pourrait r\u00e9pondre correctement si elle a \u00e9t\u00e9 entra\u00een\u00e9e sur cette information, mais elle peut aussi inventer des r\u00e9ponses si elle ne sait pas. C\u2019est l\u00e0 que la RAG intervient : <\/p><ol><li><strong>\u00c9tape 1 : Posez une question \u00e0 l\u2019IA<\/strong> \u2013 Vous tapez ou \u00e9noncez votre question.<\/li><li><strong>\u00c9tape 2 : L\u2019IA cherche la r\u00e9ponse<\/strong> \u2013 Au lieu de simplement deviner, l\u2019IA recherche des documents, des articles ou des faits dans une vaste base de donn\u00e9es ou sur Internet.<\/li><li><strong>\u00c9tape 3 : L\u2019IA lit ce qu\u2019elle trouve<\/strong> \u2013 L\u2019IA parcourt les documents qu\u2019elle vient de trouver pour voir ce qui est important pour votre question.<\/li><li><strong>\u00c9tape 4 : L\u2019IA vous donne une r\u00e9ponse<\/strong> \u2013 En utilisant les faits r\u00e9cup\u00e9r\u00e9s, l\u2019IA g\u00e9n\u00e8re une r\u00e9ponse bas\u00e9e sur des informations r\u00e9elles.<\/li><\/ol><p>Avec la RAG, vous obtenez des r\u00e9ponses beaucoup plus pr\u00e9cises car l\u2019IA n\u2019invente pas de contenu : elle trouve et utilise r\u00e9ellement des donn\u00e9es fiables.<\/p><h2>Pourquoi s\u2019int\u00e9resser \u00e0 la RAG ?<\/h2><p>Voici quelques raisons simples pour lesquelles la RAG change la donne :<\/p><ul><li><strong>C\u2019est plus pr\u00e9cis<\/strong> : Au lieu que l\u2019IA devine simplement une r\u00e9ponse, la RAG s\u2019assure de v\u00e9rifier des sources d\u2019information r\u00e9elles, ce qui r\u00e9duit le risque d\u2019erreur.<\/li><li><strong>C\u2019est intelligent sur des sujets complexes<\/strong> : Si vous posez une question sur un sujet tr\u00e8s sp\u00e9cifique (comme un conseil m\u00e9dical ou des termes juridiques), la RAG peut rechercher des documents sp\u00e9cialis\u00e9s pour obtenir les bonnes r\u00e9ponses.<\/li><li><strong>Elle reste \u00e0 jour<\/strong> : Contrairement \u00e0 l\u2019IA traditionnelle, qui peut ne pas conna\u00eetre les \u00e9v\u00e9nements r\u00e9cents, la RAG peut extraire des informations fra\u00eeches pour \u00eatre toujours d\u2019actualit\u00e9.<\/li><\/ul><p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cd8999 elementor-widget elementor-widget-image\" data-id=\"4cd8999\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"737\" height=\"1024\" src=\"https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/How-does-RAG-work-2-1-737x1024.png\" class=\"attachment-large size-large wp-image-9673\" alt=\"\" srcset=\"https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/How-does-RAG-work-2-1-737x1024.png 737w, https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/How-does-RAG-work-2-1-216x300.png 216w, https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/How-does-RAG-work-2-1-768x1067.png 768w, https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/How-does-RAG-work-2-1-1106x1536.png 1106w, https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/How-does-RAG-work-2-1.png 1440w\" sizes=\"(max-width: 737px) 100vw, 737px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-f71a089 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"f71a089\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7182d2 elementor-widget elementor-widget-heading\" data-id=\"c7182d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">O\u00f9 la RAG est-elle utilis\u00e9e ?<!-- notionvc: 02ccc859-7317-40a1-91bf-2bafb466281d --><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-324806e elementor-widget elementor-widget-text-editor\" data-id=\"324806e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><\/p><p>Voici quelques exemples de la RAG en action :<\/p><ul><li><strong>Support client<\/strong> : La RAG peut aider les entreprises en donnant des r\u00e9ponses plus pr\u00e9cises aux questions des clients, en consultant les manuels de l\u2019entreprise ou les FAQ.<\/li><li><strong>Chatbots<\/strong> : Dans les discussions en ligne, la RAG peut rendre la conversation plus naturelle et inform\u00e9e en acc\u00e9dant \u00e0 des donn\u00e9es r\u00e9elles pendant le chat.<\/li><li><strong>Outils de recherche<\/strong> : Si quelqu\u2019un r\u00e9dige un article ou effectue des recherches, la RAG peut l\u2019aider en extrayant des faits pertinents, ce qui permet de gagner du temps et de l\u2019\u00e9nergie.<\/li><li><strong>Sant\u00e9 et droit<\/strong> : Dans les domaines o\u00f9 l\u2019exactitude des faits est cruciale, la RAG peut aider les professionnels en r\u00e9cup\u00e9rant des \u00e9tudes, des r\u00e9glementations ou des directives \u00e0 jour.<\/li><\/ul><p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4bff761 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"4bff761\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e6b1a8 elementor-widget elementor-widget-heading\" data-id=\"4e6b1a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les d\u00e9fis de la RAG<!-- notionvc: 840f1251-791d-4fdf-83cb-90e05471fcb5 --><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aeae20a e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"aeae20a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b2bb4ce elementor-widget elementor-widget-text-editor\" data-id=\"b2bb4ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bien que la RAG soit extr\u00eamement utile, elle pr\u00e9sente certains d\u00e9fis :<\/p><ol><li><strong>Complexit\u00e9<\/strong> : L\u2019int\u00e9gration de la r\u00e9cup\u00e9ration et de la g\u00e9n\u00e9ration dans un syst\u00e8me unifi\u00e9 ajoute de la complexit\u00e9 \u00e0 la conception, \u00e0 l\u2019entra\u00eenement et au processus d\u2019ajustement du mod\u00e8le.<\/li><li><strong>Latence<\/strong> : \u00c9tant donn\u00e9 que le mod\u00e8le effectue une \u00e9tape de r\u00e9cup\u00e9ration avant de g\u00e9n\u00e9rer du texte, il peut y avoir une latence accrue dans les applications en temps r\u00e9el. Des m\u00e9canismes de r\u00e9cup\u00e9ration efficaces sont n\u00e9cessaires pour minimiser les d\u00e9lais. <\/li><li><strong>Qualit\u00e9 des donn\u00e9es r\u00e9cup\u00e9r\u00e9es<\/strong> : La qualit\u00e9 de la r\u00e9ponse g\u00e9n\u00e9r\u00e9e d\u00e9pend fortement de la pertinence des documents r\u00e9cup\u00e9r\u00e9s. Si l\u2019\u00e9tape de r\u00e9cup\u00e9ration extrait des informations non pertinentes ou de mauvaise qualit\u00e9, la production g\u00e9n\u00e9r\u00e9e peut en souffrir. <\/li><li><strong>Exigences de r\u00e9glage fin (Fine-Tuning)<\/strong> : Les mod\u00e8les RAG peuvent n\u00e9cessiter un r\u00e9glage fin approfondi pour bien fonctionner avec diff\u00e9rents types de corpus ou pour g\u00e9rer efficacement des domaines sp\u00e9cifiques.<\/li><\/ol><p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2313cc0 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"2313cc0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9460c18 elementor-widget elementor-widget-heading\" data-id=\"9460c18\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Quel avenir pour la RAG ?<!-- notionvc: c60075fa-2cb1-415b-9a27-da2701c221a6 --><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9af4085 elementor-widget elementor-widget-text-editor\" data-id=\"9af4085\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><\/p><p>La RAG continue de s\u2019am\u00e9liorer et, \u00e0 mesure que la technologie progresse, elle deviendra plus rapide et encore plus fiable. Bient\u00f4t, nous pourrions la voir dans encore plus d\u2019outils et d\u2019applications du quotidien, nous aidant pour tout, de l\u2019apprentissage de nouvelles choses \u00e0 la r\u00e9solution de probl\u00e8mes complexes. <\/p><p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c9d6648 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"c9d6648\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0c7bf8 elementor-widget elementor-widget-heading\" data-id=\"f0c7bf8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5c0b7b elementor-widget elementor-widget-text-editor\" data-id=\"b5c0b7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>En termes simples, la <strong>g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG)<\/strong> est comme avoir un assistant IA qui non seulement vous donne une r\u00e9ponse, mais la recherche \u00e9galement pour s\u2019assurer qu\u2019elle est correcte. C\u2019est une combinaison de recherche intelligente et de g\u00e9n\u00e9ration de r\u00e9ponses, rendant les syst\u00e8mes d\u2019IA plus fiables et utiles dans notre vie quotidienne ! <\/p><p>Si vous souhaitez en savoir plus sur la mani\u00e8re dont CROPLAND peut vous aider \u00e0 am\u00e9liorer l\u2019efficacit\u00e9 de votre entreprise, potentiellement \u00e0 l\u2019aide de syst\u00e8mes RAG, r\u00e9servez votre session de sparring gratuite pour explorer les options.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-705fe4d e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"705fe4d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-11610ec elementor-align-center elementor-widget elementor-widget-button\" data-id=\"11610ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/cropl.ink\/3EfgM66\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Laissez-vous inspirer<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-45f37c1 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"45f37c1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c4cf5b6 elementor-widget elementor-widget-spacer\" data-id=\"c4cf5b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14593e0 elementor-widget elementor-widget-text-editor\" data-id=\"14593e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Vous voulez rester au courant des derniers d\u00e9veloppements de CROPLAND et du monde de l\u2019IA ? Alors suivez-nous sur LinkedIn via le lien ci-dessous : <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-01b5382 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"01b5382\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Suivez-nous sur LinkedIn<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ab9dfa9 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"ab9dfa9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b62b77f elementor-widget elementor-widget-spacer\" data-id=\"b62b77f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dd43317 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"dd43317\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-46ab1dd e-ecs-flex e-flex e-con-boxed e-con e-child\" data-id=\"46ab1dd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9aa84a elementor-widget elementor-widget-heading\" data-id=\"c9aa84a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Contactez-nous<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ce43788 e-ecs-flex e-flex e-con-boxed e-con e-child\" data-id=\"ce43788\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-871b6b0 e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"871b6b0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb782b6 elementor-widget elementor-widget-heading\" data-id=\"fb782b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Vous avez une question sur la prise de d\u00e9cisions bas\u00e9es sur les donn\u00e9es dans votre entreprise ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2fb693 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"e2fb693\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/old.cropland.be\/fr?page_id=9378\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Envoyez-nous un message<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-49d380a e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"49d380a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-700ad3b e-ecs-flex e-flex e-con-boxed e-con e-child\" data-id=\"700ad3b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ef064da elementor-widget elementor-widget-heading\" data-id=\"ef064da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Vous voulez explorer comment votre entreprise peut commencer \u00e0 b\u00e9n\u00e9ficier de l\u2019I.A. ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af8d5c6 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"af8d5c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/old.cropland.be\/fr?page_id=9384\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">R\u00e9server une session de sparring<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7e5684b0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7e5684b0\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5c056c2d\" data-id=\"5c056c2d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-41f43118 elementor-widget elementor-widget-heading\" data-id=\"41f43118\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">En savoir plus sur ce sujet<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73d170f1 elementor-grid-tablet-3 elementor-posts--thumbnail-top elementor-grid-3 elementor-grid-mobile-1 elementor-widget elementor-widget-posts\" data-id=\"73d170f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;custom_columns_tablet&quot;:&quot;3&quot;,&quot;custom_columns&quot;:&quot;3&quot;,&quot;custom_columns_mobile&quot;:&quot;1&quot;,&quot;custom_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;custom_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;custom_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.custom\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t      <div class=\"ecs-posts elementor-posts-container elementor-posts   elementor-grid elementor-posts--skin-custom\" data-settings=\"{&quot;current_page&quot;:1,&quot;max_num_pages&quot;:0,&quot;load_method&quot;:&quot;&quot;,&quot;widget_id&quot;:&quot;73d170f1&quot;,&quot;post_id&quot;:9670,&quot;theme_id&quot;:9670,&quot;change_url&quot;:false,&quot;reinit_js&quot;:false}\">\n      <div class=\"elementor-posts-nothing-found\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>La g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) peut sembler compliqu\u00e9e, mais c\u2019est un moyen intelligent pour les syst\u00e8mes d\u2019IA de donner des r\u00e9ponses plus pr\u00e9cises et utiles. La RAG combine deux techniques diff\u00e9rentes : la r\u00e9cup\u00e9ration d\u2019informations (recherche des bonnes r\u00e9ponses) et la g\u00e9n\u00e9ration de r\u00e9ponses (comme parler ou \u00e9crire) pour s\u2019assurer que l\u2019IA (comme GPT ou Gemini) produise des r\u00e9sultats meilleurs et plus fiables. Cela r\u00e9pond \u00e0 l\u2019un des d\u00e9fis majeurs des mod\u00e8les g\u00e9n\u00e9ratifs traditionnels : leur tendance \u00e0 inventer ou \u00e0 g\u00e9n\u00e9rer des informations incorrectes, en particulier lorsqu\u2019ils traitent des connaissances dynamiques ou sp\u00e9cifiques \u00e0 un domaine.  <\/p>\n","protected":false},"author":6,"featured_media":9674,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[79],"tags":[89],"class_list":["post-9670","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe","tag-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024) - Cropland<\/title>\n<meta name=\"description\" content=\"Partenaire de Novellas Healthcare depuis 2023, CROPLAND a relev\u00e9 le d\u00e9fi d\u2019am\u00e9liorer l\u2019observance des patients gr\u00e2ce \u00e0 l\u2019IA.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024) - Cropland\" \/>\n<meta property=\"og:description\" content=\"Partenaire de Novellas Healthcare depuis 2023, CROPLAND a relev\u00e9 le d\u00e9fi d\u2019am\u00e9liorer l\u2019observance des patients gr\u00e2ce \u00e0 l\u2019IA.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024\" \/>\n<meta property=\"og:site_name\" content=\"Cropland\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-02T08:28:28+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-12T13:57:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/RAG-blog.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"1200\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Geert Vromman\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Geert Vromman\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024\"},\"author\":{\"name\":\"Geert Vromman\",\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr#\\\/schema\\\/person\\\/f449c6817a237ca9761164f3da3fa22f\"},\"headline\":\"Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024)\",\"datePublished\":\"2024-10-02T08:28:28+00:00\",\"dateModified\":\"2026-03-12T13:57:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024\"},\"wordCount\":1062,\"publisher\":{\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/old.cropland.be\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/RAG-blog.png\",\"keywords\":[\"Blog\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024\",\"url\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024\",\"name\":\"Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024) - Cropland\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/old.cropland.be\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/RAG-blog.png\",\"datePublished\":\"2024-10-02T08:28:28+00:00\",\"dateModified\":\"2026-03-12T13:57:30+00:00\",\"description\":\"Partenaire de Novellas Healthcare depuis 2023, CROPLAND a relev\u00e9 le d\u00e9fi d\u2019am\u00e9liorer l\u2019observance des patients gr\u00e2ce \u00e0 l\u2019IA.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#primaryimage\",\"url\":\"https:\\\/\\\/old.cropland.be\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/RAG-blog.png\",\"contentUrl\":\"https:\\\/\\\/old.cropland.be\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/RAG-blog.png\",\"width\":1200,\"height\":1200},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/non-classe\\\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/old.cropland.be\\\/fr\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Non class\u00e9\",\"item\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/category\\\/non-classe\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr#website\",\"url\":\"https:\\\/\\\/old.cropland.be\\\/fr\",\"name\":\"Cropland\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/old.cropland.be\\\/fr?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr#organization\",\"name\":\"Cropland\",\"url\":\"https:\\\/\\\/old.cropland.be\\\/fr\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/old.cropland.be\\\/wp-content\\\/uploads\\\/2021\\\/07\\\/Cropland-logo-website.png\",\"contentUrl\":\"https:\\\/\\\/old.cropland.be\\\/wp-content\\\/uploads\\\/2021\\\/07\\\/Cropland-logo-website.png\",\"width\":431,\"height\":100,\"caption\":\"Cropland\"},\"image\":{\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/old.cropland.be\\\/fr#\\\/schema\\\/person\\\/f449c6817a237ca9761164f3da3fa22f\",\"name\":\"Geert Vromman\",\"url\":\"https:\\\/\\\/old.cropland.be\\\/fr\\\/author\\\/geert-vromman\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024) - Cropland","description":"Partenaire de Novellas Healthcare depuis 2023, CROPLAND a relev\u00e9 le d\u00e9fi d\u2019am\u00e9liorer l\u2019observance des patients gr\u00e2ce \u00e0 l\u2019IA.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024","og_locale":"fr_FR","og_type":"article","og_title":"Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024) - Cropland","og_description":"Partenaire de Novellas Healthcare depuis 2023, CROPLAND a relev\u00e9 le d\u00e9fi d\u2019am\u00e9liorer l\u2019observance des patients gr\u00e2ce \u00e0 l\u2019IA.","og_url":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024","og_site_name":"Cropland","article_published_time":"2024-10-02T08:28:28+00:00","article_modified_time":"2026-03-12T13:57:30+00:00","og_image":[{"width":1200,"height":1200,"url":"https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/RAG-blog.png","type":"image\/png"}],"author":"Geert Vromman","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"Geert Vromman","Dur\u00e9e de lecture estim\u00e9e":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#article","isPartOf":{"@id":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024"},"author":{"name":"Geert Vromman","@id":"https:\/\/old.cropland.be\/fr#\/schema\/person\/f449c6817a237ca9761164f3da3fa22f"},"headline":"Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024)","datePublished":"2024-10-02T08:28:28+00:00","dateModified":"2026-03-12T13:57:30+00:00","mainEntityOfPage":{"@id":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024"},"wordCount":1062,"publisher":{"@id":"https:\/\/old.cropland.be\/fr#organization"},"image":{"@id":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#primaryimage"},"thumbnailUrl":"https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/RAG-blog.png","keywords":["Blog"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024","url":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024","name":"Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024) - Cropland","isPartOf":{"@id":"https:\/\/old.cropland.be\/fr#website"},"primaryImageOfPage":{"@id":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#primaryimage"},"image":{"@id":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#primaryimage"},"thumbnailUrl":"https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/RAG-blog.png","datePublished":"2024-10-02T08:28:28+00:00","dateModified":"2026-03-12T13:57:30+00:00","description":"Partenaire de Novellas Healthcare depuis 2023, CROPLAND a relev\u00e9 le d\u00e9fi d\u2019am\u00e9liorer l\u2019observance des patients gr\u00e2ce \u00e0 l\u2019IA.","breadcrumb":{"@id":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#primaryimage","url":"https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/RAG-blog.png","contentUrl":"https:\/\/old.cropland.be\/wp-content\/uploads\/2024\/09\/RAG-blog.png","width":1200,"height":1200},{"@type":"BreadcrumbList","@id":"https:\/\/old.cropland.be\/fr\/non-classe\/comprendre-la-generation-augmentee-de-recuperation-rag-oct-2024#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/old.cropland.be\/fr"},{"@type":"ListItem","position":2,"name":"Non class\u00e9","item":"https:\/\/old.cropland.be\/fr\/category\/non-classe"},{"@type":"ListItem","position":3,"name":"Comprendre la g\u00e9n\u00e9ration augment\u00e9e de r\u00e9cup\u00e9ration (RAG) (oct. 2024)"}]},{"@type":"WebSite","@id":"https:\/\/old.cropland.be\/fr#website","url":"https:\/\/old.cropland.be\/fr","name":"Cropland","description":"","publisher":{"@id":"https:\/\/old.cropland.be\/fr#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/old.cropland.be\/fr?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/old.cropland.be\/fr#organization","name":"Cropland","url":"https:\/\/old.cropland.be\/fr","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/old.cropland.be\/fr#\/schema\/logo\/image\/","url":"https:\/\/old.cropland.be\/wp-content\/uploads\/2021\/07\/Cropland-logo-website.png","contentUrl":"https:\/\/old.cropland.be\/wp-content\/uploads\/2021\/07\/Cropland-logo-website.png","width":431,"height":100,"caption":"Cropland"},"image":{"@id":"https:\/\/old.cropland.be\/fr#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/old.cropland.be\/fr#\/schema\/person\/f449c6817a237ca9761164f3da3fa22f","name":"Geert Vromman","url":"https:\/\/old.cropland.be\/fr\/author\/geert-vromman"}]}},"_links":{"self":[{"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/posts\/9670","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/comments?post=9670"}],"version-history":[{"count":2,"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/posts\/9670\/revisions"}],"predecessor-version":[{"id":9676,"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/posts\/9670\/revisions\/9676"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/media\/9674"}],"wp:attachment":[{"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/media?parent=9670"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/categories?post=9670"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/old.cropland.be\/fr\/wp-json\/wp\/v2\/tags?post=9670"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}