{"id":238284,"date":"2024-10-24T13:36:46","date_gmt":"2024-10-24T11:36:46","guid":{"rendered":"https:\/\/www.devoteam.com\/expert-view\/azure-ai-search-open-ai-optimisez-la-recherche-dans-vos-donnees\/"},"modified":"2025-03-26T11:05:28","modified_gmt":"2025-03-26T10:05:28","slug":"azure-ai-search-open-ai-optimisez-la-recherche-dans-vos-donnees","status":"publish","type":"expert-view","link":"https:\/\/devoteam.info\/fr\/expert-view\/azure-ai-search-open-ai-optimisez-la-recherche-dans-vos-donnees\/","title":{"rendered":"Azure AI Search + Open AI : Optimisez la recherche dans vos donn\u00e9es"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Dans un contexte o\u00f9 vous auriez besoin de vous retrouver dans vos donn\u00e9es sans avoir \u00e0 parcourir les centaines de dossiers ou fichiers qui composent votre espace de stockage, ou de rassembler toutes ces informations dans un seul r\u00e9sum\u00e9 de quelques lignes, l\u2019IA peut \u00eatre la solution \u00e0 votre besoin et ce, en quelques minutes.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Azure AI Search et Azure Open AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pour mieux comprendre l\u2019architecture que nous souhaitons d\u00e9crire ici, vous pouvez toujours revoir <strong>la premi\u00e8re partie de l\u2019article <\/strong><a href=\"https:\/\/mcloud.devoteam.com\/fr\/paroles-d-experts\/lia-decryptee-comprendre-et-utiliser-lintelligence-artificielle-en-2024\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>ici<\/strong><\/a> qui explique la fonction de chaque service IA de <a href=\"https:\/\/france.devoteam.com\/partenaires\/microsoft\/\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft <\/a>Azure.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019avantage qu\u2019Azure apporte c\u2019est la possibilit\u00e9 d\u2019imbriquer les services entre eux pour qu\u2019ils se compl\u00e8tent et forment une solution s\u00e9curis\u00e9e, robuste et facile d\u2019utilisation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De ce fait, pour r\u00e9pondre au besoin que nous avons identifi\u00e9 en introduction de cet article, il est possible d\u2019installer un service capable d\u2019aller chercher les informations dans vos donn\u00e9es stock\u00e9es&nbsp;: <strong>Azure AI Search <\/strong>et de le combiner avec un service d\u2019interaction avec l\u2019utilisateur qui est capable de synth\u00e9tiser les r\u00e9sultats dans des phrases construites&nbsp;: <strong>Azure Open AI.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Les briques utilis\u00e9es&nbsp;:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Azure AI Search\u00a0: Comme expliqu\u00e9 dans la premi\u00e8re partie, cet outil permet de faire de la recherche d\u2019information dans des sources donn\u00e9es vari\u00e9es.\u00a0<\/li>\n\n\n\n<li>Azure OpenAI\u00a0: Cet outil utilis\u00e9 avec GPT4o permettra \u00e0 l\u2019utilisateur d\u2019interagir avec et de r\u00e9cup\u00e9rer ses donn\u00e9es recherch\u00e9es sous forme de phrases structur\u00e9es.<\/li>\n\n\n\n<li>Azure Blob Storage\u00a0: Ce sera la source donn\u00e9e utilis\u00e9e dans notre sc\u00e9nario. Tous nos fichiers y sont stock\u00e9s et seront index\u00e9es avec Azure AI Search. Il est possible d\u2019avoir les types de sources donn\u00e9es suivants avec AI Search\u00a0: <em>Azure Blob Storage, Azure Data Lake Storage, Azure SQL Database, Azure Table Storage, Azure Cosmos DB, OneLake files, SharePoint Online (seulement disponible en API).<\/em><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Un mot sur la s\u00e9curit\u00e9 et la robustesse<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Un compte de stockage de votre blob doit \u00eatre robuste et s\u00e9curis\u00e9. La mise en place de <strong>Backups<\/strong> via <strong>Azure Recovery Services Vault <\/strong>et la configuration de la redondance de vos donn\u00e9es assure cette robustesse. Pour rappel, cette redondance peut \u00eatre configur\u00e9e en plusieurs niveaux\u00a0: LRS, ZRS, GRS, GZRS, RA-GRS ou RA-GZRS (pour plus d\u2019informations, voir cette <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/storage\/common\/storage-redundancy\" target=\"_blank\" rel=\"noreferrer noopener\">documentation<\/a>). Si besoin, d\u2019autres services de s\u00e9curisation peuvent \u00eatre mis en place.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De plus, pour une connexion s\u00e9curis\u00e9e et privatis\u00e9e \u00e0 vos ressources, des Private Endpoint peuvent \u00eatre mis en place. Ils sont configur\u00e9s dans un ou des r\u00e9seaux virtuels de votre infrastructure et sont joignables \u00e0 partir d\u2019une r\u00e9solution DNS priv\u00e9e.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-2.png\" alt=\"Azure AI Search\" class=\"wp-image-26376\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Configuration de Azure AI Search<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Passons \u00e0 pr\u00e9sent \u00e0 la configuration de votre intelligence artificielle&nbsp;!&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tout d\u2019abord, voici ce \u00e0 quoi la solution devrait ressembler&nbsp;:&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-4.png\" alt=\"Azure AI Search\" class=\"wp-image-26378\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Cr\u00e9ation de votre Compte de Stockage<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Cr\u00e9ez le <strong>compte de stockage<\/strong> dont vous aurez besoin pour installer votre solution. Rappelez-vous des bonnes pratiques de robustesse et de s\u00e9curisation cit\u00e9es au-dessus. Ce compte poss\u00e9dera un conteneur de blob dans lequel vous placerez vos fichiers \u00e0 indexer plus tard avec <strong>Aure AI Search<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-3.png\" alt=\"Azure AI Search\" class=\"wp-image-26377\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-6.png\" alt=\"Azure AI Search\" class=\"wp-image-26380\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Dans les images visualis\u00e9es ci-dessus, des fichiers utilis\u00e9s par DEVOTEAM seront index\u00e9s dans le cadre de notre LAB.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Cr\u00e9ation de Azure AI Search<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">La cr\u00e9ation du service est facile, elle peut \u00eatre r\u00e9alis\u00e9e via le portail AZURE, Powershell, az CLI ou en Terraform. Elle inclut les param\u00e9trages basiques (Nom du service, Groupe de ressource, SKU, etc.) et d\u2019autres param\u00e9trages tels que la mise en r\u00e9seau et les tags. Ce service sera utilis\u00e9 pour indexer le conteneur de blob cr\u00e9\u00e9 pr\u00e9c\u00e9demment. C\u2019est gr\u00e2ce \u00e0 ce service que nous pourrons rechercher des informations&nbsp; en interaction avec Open AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Note&nbsp;: <\/strong>Si votre compte de stockage est param\u00e9tr\u00e9 avec un Private Endpoint, il conviendrait d\u2019autoriser la connexion de votre Azure AI Service avant de continuer la suite du Lab.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-5.png\" alt=\"Azure AI Search\" class=\"wp-image-26379\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Cr\u00e9ation de Azure Open AI<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nous allons \u00e0 pr\u00e9sent cr\u00e9er le service <strong>Open AI<\/strong> sur lequel sera install\u00e9 le service de chat intelligent et qui ira chercher toutes les informations concernant vos donn\u00e9es via <strong>AI Search<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-8.png\" alt=\"\" class=\"wp-image-26382\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Remplissez les champs et les param\u00e8tres correspondant \u00e0 la politique de votre organisation (Network, Tags)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ensuite cr\u00e9ez le service en cliquant sur \u00ab\u00a0Create\u00a0\u00bb.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Configuration du service sur Azure OpenAI Studio<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">La suite se passe sur Azure OpenAI Studio, dans lequel vous allez tester vos mod\u00e8le OpenAI (GPT3.5, GPT4, GPT4o\u2026etc.) et d\u00e9ployer des webapp d\u00e9velopp\u00e9es pour requ\u00eater le service OpenAI cr\u00e9\u00e9 pr\u00e9c\u00e9demment.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Allez donc sur OpenAI Studio&nbsp;:<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-10.png\" alt=\"\" class=\"wp-image-26384\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Une fois que vous y \u00eates, vous allez devoir d\u00e9ployer un mod\u00e8le d\u2019IA pour votre service OpenAI.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">On va d\u00e9ployer ici GPT 4o<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-9.png\" alt=\"\" class=\"wp-image-26383\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Cr\u00e9ez un nouveau d\u00e9ploiement.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-13.png\" alt=\"\" class=\"wp-image-26387\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-11.png\" alt=\"\" class=\"wp-image-26385\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Lorsque le d\u00e9ploiement est cr\u00e9\u00e9, vous allez pouvoir le tester via le chat du Playground&nbsp;!<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-12.png\" alt=\"\" class=\"wp-image-26386\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Et c\u2019est dans cette section que vous allez param\u00e9trer la connexion entre OpenAI, AI Search et votre Blob Storage via la section \u00ab&nbsp;Add your Data&nbsp;\u00bb<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-14.png\" alt=\"\" class=\"wp-image-26388\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-15.png\" alt=\"\" class=\"wp-image-26389\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Dans la section qui suit \u00ab&nbsp;Data management&nbsp;\u00bb laissez les param\u00e8tres par d\u00e9faut<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dans la section \u00ab&nbsp;Data connection, cochez \u00ab&nbsp;API Key&nbsp;\u00bb<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-16.png\" alt=\"\" class=\"wp-image-26390\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Vous pouvez \u00e9galement cocher \u00ab&nbsp;system assigned managed identity&nbsp;\u00bb, mais des RBAC requis seront \u00e0 param\u00e9trer, voir&nbsp;: <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/openai\/how-to\/use-your-data-securely#role-assignments\">AI Role assignments<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Une fois valid\u00e9, vous aurez param\u00e9tr\u00e9 votre intelligence artificielle bas\u00e9e sur la recherche d\u2019information&nbsp;!&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-17.png\" alt=\"\" class=\"wp-image-26391\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Tests et d\u00e9ploiement dans une webapp<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Vous pouvez effectuer un test de votre solution pour voir si elle va bien chercher les informations dans votre Blob Storage avant d\u2019effectuer tout d\u00e9ploiement de WebApp&nbsp;:<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-18.png\" alt=\"\" class=\"wp-image-26392\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Lorsque vous vous sentez pr\u00eat, vous pouvez \u00e0 pr\u00e9sent d\u00e9ployer votre webapp cliente qui ira requ\u00eater votre OpenAI.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-19.png\" alt=\"\" class=\"wp-image-26393\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-20.png\" alt=\"\" class=\"wp-image-26394\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Lorsque l\u2019installation est termin\u00e9e, votre WebApp est disponible&nbsp;!&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-21.png\" alt=\"\" class=\"wp-image-26395\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/Devoteam_Expert-view_Microsoft-Cloud_Azure-AI-Search-1.png\" alt=\"\" class=\"wp-image-26375\"\/><\/figure>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Dans un contexte o\u00f9 vous auriez besoin de vous retrouver dans vos donn\u00e9es sans avoir \u00e0 parcourir les centaines de dossiers ou fichiers qui composent votre espace de stockage, ou de rassembler toutes ces informations dans un seul r\u00e9sum\u00e9 de quelques lignes, l\u2019IA peut \u00eatre la solution \u00e0 votre besoin et ce, en quelques minutes. [&hellip;]<\/p>\n","protected":false},"featured_media":557293,"template":"","categories":[935,1364],"tags":[],"industry":[],"class_list":["post-238284","expert-view","type-expert-view","status-publish","has-post-thumbnail","hentry","category-ia","category-microsoft"],"acf":[],"cards":"\n\t<div class=\"single-post-card\">\n\n\t\t<figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/devoteam.info\/fr\/expert-view\/azure-ai-search-open-ai-optimisez-la-recherche-dans-vos-donnees\/\" target=\"_self\" ><img width=\"1920\" height=\"1280\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/10\/image-website-1.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Azure AI Search + Open AI : Optimisez la recherche dans vos donn\u00e9es\" style=\"aspect-ratio:4\/3;width:100%;object-fit:cover;\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/10\/image-website-1.jpg 1920w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/10\/image-website-1-300x200.jpg 300w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/10\/image-website-1-1024x683.jpg 1024w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/10\/image-website-1-768x512.jpg 768w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/10\/image-website-1-1536x1024.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/figure>\n\n\t\t\n\t\t<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-43282307 wp-block-group-is-layout-flex\">\n\t<p style=\"font-style:normal;font-weight:700\" class=\"has-link-color wp-elements-1 wp-block-lp-post-type has-text-color has-primary-color has-small-font-size\">Parole d'experts<\/p>\n\n\t\t\n\t\t<h3 style=\"font-style:normal;font-weight:400\" class=\"wp-block-post-title has-base-font-size\"><a href=\"https:\/\/devoteam.info\/fr\/expert-view\/azure-ai-search-open-ai-optimisez-la-recherche-dans-vos-donnees\/\" target=\"_self\" >Azure AI Search + Open AI : Optimisez la recherche dans vos donn\u00e9es<\/a><\/h3><\/div>\n\t\t\n\t<\/div>\n\n","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Azure AI Search + Open AI : Optimisez la recherche dans vos donn\u00e9es | Devoteam<\/title>\n<meta name=\"description\" content=\"L\u2019IA D\u00e9crypt\u00e9e : Impl\u00e9mentez votre intelligence artificielle en quelques clics\u00a0avec Azure AI Search et Azure Open AI.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/devoteam.info\/fr\/expert-view\/azure-ai-search-open-ai-optimisez-la-recherche-dans-vos-donnees\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Azure AI 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