{"id":189,"date":"2025-05-06T14:52:56","date_gmt":"2025-05-06T18:52:56","guid":{"rendered":"https:\/\/businessphysics.ai\/?p=189"},"modified":"2025-05-11T22:14:51","modified_gmt":"2025-05-12T02:14:51","slug":"what-are-vector-databases-in-plain-english","status":"publish","type":"post","link":"https:\/\/businessphysics.ai\/fr\/what-are-vector-databases-in-plain-english\/","title":{"rendered":"Que sont les bases de donn\u00e9es vectorielles ?"},"content":{"rendered":"<h3 class=\"wp-block-heading\">Bases de donn\u00e9es ordinaires = lignes et colonnes<\/h3>\n\n\n\n<p>Imaginez une feuille de calcul qui r\u00e9pertorie tous les clubs \u00e9tudiants du Champlain College :<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>id<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>nom<\/strong><\/td><td><strong>cat\u00e9gorie<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>chambre<\/strong><\/td><\/tr><tr><td>1<\/td><td class=\"has-text-align-center\" data-align=\"center\"><br>Club Anime<\/td><td>Les m\u00e9dias<\/td><td class=\"has-text-align-center\" data-align=\"center\"><br>C-102<\/td><\/tr><tr><td>2<\/td><td class=\"has-text-align-center\" data-align=\"center\">Club d'art<\/td><td>Cr\u00e9atif<\/td><td class=\"has-text-align-center\" data-align=\"center\"><br>C-103<\/td><\/tr><tr><td>3<\/td><td class=\"has-text-align-center\" data-align=\"center\"><br>\u00c9quipe de robotique<\/td><td>Tech<\/td><td class=\"has-text-align-center\" data-align=\"center\"><br>C-108<\/td><\/tr><tr><td>4<\/td><td class=\"has-text-align-center\" data-align=\"center\"><br>Soci\u00e9t\u00e9 de musique de Champlain<\/td><td>Cr\u00e9atif<\/td><td class=\"has-text-align-center\" data-align=\"center\"><br>C-109<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Avec ce type de <strong>base de donn\u00e9es relationnelle<\/strong>vous pouvez essentiellement demander :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\"Montrez-moi tous les clubs cr\u00e9atifs\".<\/li>\n\n\n\n<li>\"Quel club se trouve dans la salle C-108 ?\"<\/li>\n\n\n\n<li>Liste de tous les clubs dont le nom contient \"Art\".<\/li>\n<\/ul>\n\n\n\n<p>Mais si vous posez la question :<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\"Quel est le club <strong>les plus similaires<\/strong> \u00e0 l'\u00e9quipe de robotique ?\"<\/p>\n<\/blockquote>\n\n\n\n<p>Une base de donn\u00e9es classique hausserait les \u00e9paules. Elle ne comprend pas la similarit\u00e9 \u00e0 moins que vous ne la d\u00e9finissiez explicitement.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Bases de donn\u00e9es vectorielles = regroupement par signification<\/h3>\n\n\n\n<p>Imaginons maintenant que chaque <strong>le club \u00e9tudiant dispose de sa propre salle au rez-de-chauss\u00e9e<\/strong> du coll\u00e8ge. Voici ce qui se passe :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tous les \u00e9tudiants qui aiment <strong>dessin et peinture<\/strong> se rendre \u00e0 la <strong>Salle du club d'art<\/strong>.<\/li>\n\n\n\n<li>Tous les \u00e9tudiants qui s'inscrivent \u00e0 <strong>robots et programmation<\/strong> se rassembler dans le <strong>Salle de robotique<\/strong>.<\/li>\n\n\n\n<li>Tous ceux qui aiment <strong>anime et manga<\/strong> se r\u00e9unissent dans le <strong>Salle du Club Anime<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p>Si vous entrez dans l'Art Club, vous y trouverez <strong>personnes similaires<\/strong>Ceux qui partagent les m\u00eames int\u00e9r\u00eats.<br>Ils ne sont pas simplement regroup\u00e9s par une \u00e9tiquette, ils sont <strong>physiquement proche<\/strong> dans l'espace du coll\u00e8ge.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pensez maintenant aux bases de donn\u00e9es vectorielles de la m\u00eame mani\u00e8re.<\/h3>\n\n\n\n<p>Au lieu de pi\u00e8ces, les bases de donn\u00e9es vectorielles ont un <strong>espace multidimensionnel<\/strong> (pensez \u00e0 une carte avec des centaines de directions). Chaque \u00e9l\u00e9ment, tel qu'un mot, une image, un produit ou un document, est converti en une liste de nombres appel\u00e9e <strong>vecteur<\/strong>. Ce vecteur est comme des coordonn\u00e9es qui disent :<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cMettez ce mot ici dans l'espace\u201d.\u201d<\/p>\n<\/blockquote>\n\n\n\n<p>Ainsi :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u201cAlimentation\u201d<\/strong> est plac\u00e9 dans un espace proche de <strong>\u201cLaitue\u201d<\/strong>, <strong>\u201cBurger\u201d<\/strong>, et <strong>\u201cRestaurant\u201d<\/strong><\/li>\n\n\n\n<li>Mais <strong>\u201cAlimentation\u201d<\/strong> est loin de <strong>\u201cPied\u201d<\/strong>, m\u00eame s'ils se ressemblent<\/li>\n<\/ul>\n\n\n\n<p>Pourquoi ? Parce qu'ils <strong>n'ont pas la m\u00eame signification.<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"912\" height=\"740\" src=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/VectorDatabaseSpace.png\" alt=\"\" class=\"wp-image-190\" srcset=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/VectorDatabaseSpace.png 912w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/VectorDatabaseSpace-300x243.png 300w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/VectorDatabaseSpace-768x623.png 768w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/VectorDatabaseSpace-15x12.png 15w\" sizes=\"auto, (max-width: 912px) 100vw, 912px\" \/><\/figure>\n\n\n\n<p><em><strong>Cr\u00e9dit d'image :<\/strong><br>Source : <a class=\"\" href=\"https:\/\/www.xomnia.com\/post\/an-introduction-to-vector-databases-for-beginners\/\">\u201cIntroduction aux bases de donn\u00e9es vectorielles pour les d\u00e9butants\u201d<\/a><br>\u00a9 Xomnia - Utilis\u00e9 \u00e0 des fins \u00e9ducatives uniquement.<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">En quoi cela est-il utile ?<\/h3>\n\n\n\n<p>Lorsque vous recherchez un <strong>base de donn\u00e9es vectorielles<\/strong>, Il examine la \u201clocalisation\u201d de votre requ\u00eate dans l'espace et trouve des \u00e9l\u00e9ments qui sont \"en dehors\" de votre champ d'action. <strong>\u00e0 proximit\u00e9<\/strong>, Il s'agit d'une simple question :<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cJe m'int\u00e9resse \u00e0 la robotique. Dans quelle salle dois-je aller ?\u201d<\/p>\n<\/blockquote>\n\n\n\n<p>Le syst\u00e8me dit : \u201cAllez dans la salle C-108 avec l'\u00e9quipe de robotique. Oh, et les clubs de technologie et d'intelligence artificielle sont juste \u00e0 c\u00f4t\u00e9.\u201d<\/p>\n\n\n\n<p>Il ne s'agit donc pas seulement de faire correspondre des mots, mais aussi de faire correspondre <strong>sens<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">R\u00e9sum\u00e9<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Bases de donn\u00e9es relationnelles<\/strong> sont comme des feuilles de calcul : ils sont parfaits pour les informations pr\u00e9cises et les filtres<\/li>\n\n\n\n<li><strong>Bases de donn\u00e9es vectorielles<\/strong> sont comme un plan du campus : ils organisent les donn\u00e9es en fonction de leur signification et les regroupent. <strong>des choses similaires proches les unes des autres<\/strong><\/li>\n\n\n\n<li>Tout comme Champlain a des salles pour chaque int\u00e9r\u00eat de club, <strong>les bases de donn\u00e9es vectorielles ont des espaces<\/strong> pour chaque concept<\/li>\n\n\n\n<li>Cela permet \u00e0 l'IA de r\u00e9pondre \u00e0 des questions floues comme \u201cMontrez-moi des choses comme \u00e7a\u201d ou \u201cTrouvez des choses similaires\u201d : \"Montrez-moi des choses comme \u00e7a\" ou \"Trouvez des choses avec des vibrations similaires\".\u201d<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Regular Databases = Rows and Columns Imagine a spreadsheet that keeps track of all the student clubs at Champlain College: id name category room 1 Anime Club Media C-102 2 Art Club Creative C-103 3 Robotics Team Tech C-108 4 Champlain Music Society Creative C-109 With this kind of relational database, you can basically ask: [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[28,11,48,49],"class_list":["post-189","post","type-post","status-publish","format-standard","hentry","category-ai-article","tag-genai","tag-understanding-ai","tag-vectordatabases","tag-vectorembeddings"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What Are Vector Databases? 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