{"id":34,"date":"2026-07-22T13:45:52","date_gmt":"2026-07-22T13:45:52","guid":{"rendered":"https:\/\/b855a8ed13.0ea.mcms.ovh.net\/?p=34"},"modified":"2026-07-22T14:02:43","modified_gmt":"2026-07-22T14:02:43","slug":"ai-endpoints-ovhcloud","status":"publish","type":"post","link":"https:\/\/b855a8ed13-wp7.1.0.0ea.mcms.ovh.net\/?p=34","title":{"rendered":"AI Endpoints OVHcloud : int\u00e9grer l\u2019IA dans vos applications en quelques lignes de code"},"content":{"rendered":"

L’IA sans la complexit\u00e9 infrastructure<\/h2>\n

D\u00e9ployer un mod\u00e8le d’IA en production, c’est habituellement des semaines de travail : provisionner des GPU, configurer les frameworks, optimiser l’inf\u00e9rence, g\u00e9rer le scaling. OVHcloud AI Endpoints \u00e9limine toute cette complexit\u00e9 en proposant des mod\u00e8les pr\u00e9-d\u00e9ploy\u00e9s accessibles via une simple API REST.<\/p>\n

\"Code<\/figure>\n

Comment \u00e7a marche ?<\/h2>\n
    \n
  1. Choisissez un mod\u00e8le<\/strong> \u2014 parcourez le catalogue : LLM (Mistral, LLaMA), g\u00e9n\u00e9ration d’images (Stable Diffusion), embeddings, speech-to-text.<\/li>\n
  2. Obtenez votre cl\u00e9 API<\/strong> \u2014 depuis l’espace client OVHcloud.<\/li>\n
  3. Appelez l’endpoint<\/strong> \u2014 une requ\u00eate HTTP POST avec votre prompt ou vos donn\u00e9es.<\/li>\n
  4. Recevez la r\u00e9ponse<\/strong> \u2014 texte g\u00e9n\u00e9r\u00e9, image, transcription ou vecteur d’embedding.<\/li>\n<\/ol>\n

    Pas de GPU \u00e0 g\u00e9rer, pas de conteneur \u00e0 d\u00e9ployer, pas de mod\u00e8le \u00e0 t\u00e9l\u00e9charger.<\/p>\n

    Exemple d’int\u00e9gration en Python<\/h2>\n

    Voici \u00e0 quel point c’est simple :<\/p>\n

    import requests\n\nresponse = requests.post(\n    \"https:\/\/ai-endpoints.ovh.net\/v1\/chat\/completions\",\n    headers={\"Authorization\": \"Bearer VOTRE_CLE_API\"},\n    json={\n        \"model\": \"mistral-7b\",\n        \"messages\": [{\"role\": \"user\", \"content\": \"Explique le RGPD en 3 phrases.\"}]\n    }\n)\nprint(response.json()[\"choices\"][0][\"message\"][\"content\"])\n<\/code><\/pre>\n
    \"D\u00e9veloppeur<\/figure>\n
    Les mod\u00e8les disponibles<\/h2>\n
    Mod\u00e8les de langage (LLM)<\/h3>\n
      \n
    • Mistral 7B \/ Mixtral<\/strong> \u2014 mod\u00e8les fran\u00e7ais, performants et l\u00e9gers.<\/li>\n
    • LLaMA 3<\/strong> \u2014 le mod\u00e8le open source de Meta, optimis\u00e9 pour l’inf\u00e9rence.<\/li>\n
    • Multilingual<\/strong> \u2014 mod\u00e8les entra\u00een\u00e9s sur des corpus multilingues, id\u00e9aux pour le march\u00e9 europ\u00e9en.<\/li>\n<\/ul>\n
      G\u00e9n\u00e9ration d’images<\/h3>\n
        \n
      • Stable Diffusion XL<\/strong> \u2014 g\u00e9n\u00e9ration d’images haute qualit\u00e9 \u00e0 partir de descriptions textuelles.<\/li>\n
      • Contr\u00f4le avanc\u00e9<\/strong> \u2014 ControlNet, inpainting, upscaling.<\/li>\n<\/ul>\n
        Autres mod\u00e8les<\/h3>\n
          \n
        • Whisper<\/strong> \u2014 transcription audio vers texte, multilangue.<\/li>\n
        • Embeddings<\/strong> \u2014 vectorisation de texte pour la recherche s\u00e9mantique et les chatbots RAG.<\/li>\n
        • Classification<\/strong> \u2014 analyse de sentiment, d\u00e9tection de spam, cat\u00e9gorisation.<\/li>\n<\/ul>\n
          Tarification \u00e0 l’usage<\/h2>\n
          AI Endpoints fonctionne en paiement par requ\u00eate :<\/p>\n
            \n
          • Pas d’abonnement mensuel obligatoire.<\/li>\n
          • Facturation au token (LLM) ou \u00e0 l’image (g\u00e9n\u00e9ration visuelle).<\/li>\n
          • Tier gratuit pour les tests et le prototypage.<\/li>\n
          • Pr\u00e9dictibilit\u00e9 des co\u00fbts gr\u00e2ce \u00e0 des quotas configurables.<\/li>\n<\/ul>\n
            Pourquoi choisir OVHcloud plut\u00f4t qu’OpenAI ou AWS ?<\/h2>\n
              \n
            • Souverainet\u00e9<\/strong> \u2014 vos prompts et vos donn\u00e9es ne quittent jamais l’Europe.<\/li>\n
            • Confidentialit\u00e9<\/strong> \u2014 OVHcloud ne r\u00e9utilise pas vos donn\u00e9es pour entra\u00eener des mod\u00e8les.<\/li>\n
            • Mod\u00e8les open source<\/strong> \u2014 pas de lock-in, vous pouvez migrer vers un d\u00e9ploiement self-hosted si besoin.<\/li>\n
            • Conformit\u00e9<\/strong> \u2014 compatible RGPD, HDS (donn\u00e9es de sant\u00e9), SecNumCloud.<\/li>\n<\/ul>\n
              \"\u00c9diteur<\/figure>\n
              Conclusion<\/h2>\n
              AI Endpoints d\u00e9mocratise l’acc\u00e8s \u00e0 l’IA pour les d\u00e9veloppeurs europ\u00e9ens. Quelques lignes de code suffisent pour int\u00e9grer un LLM, un g\u00e9n\u00e9rateur d’images ou un moteur de transcription dans votre application \u2014 avec la garantie que vos donn\u00e9es restent en Europe.<\/p>\n","protected":false},"excerpt":{"rendered":"
              AI Endpoints d’OVHcloud rend l’IA accessible \u00e0 tous les d\u00e9veloppeurs : des mod\u00e8les pr\u00e9-d\u00e9ploy\u00e9s, une API REST simple et un h\u00e9bergement 100 % europ\u00e9en.<\/p>\n","protected":false},"author":1,"featured_media":57,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[6],"tags":[],"class_list":["post-34","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ovhcloud-ia"],"yoast_head":"\nAI Endpoints OVHcloud : int\u00e9grer l\u2019IA dans vos applications en quelques lignes de code - 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