{"id":1194,"date":"2025-01-01T10:00:00","date_gmt":"2025-01-01T09:00:00","guid":{"rendered":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/t\/definition-tree-of-thoughts\/"},"modified":"2025-01-01T10:00:00","modified_gmt":"2025-01-01T09:00:00","slug":"definition-tree-of-thoughts","status":"publish","type":"post","link":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/t\/definition-tree-of-thoughts\/","title":{"rendered":"Tree of thoughts"},"content":{"rendered":"<p>L&rsquo;approche \u00ab\u00a0Tree of Thoughts\u00a0\u00bb (Arbre de Pens\u00e9es) est une technique \u00e9mergente en intelligence artificielle, notamment dans le domaine du prompt engineering.  Qu&rsquo;est-ce que Tree of Thoughts ? C&rsquo;est une m\u00e9thode qui permet aux mod\u00e8les de langage de raisonner de mani\u00e8re plus structur\u00e9e et plus approfondie pour r\u00e9soudre des probl\u00e8mes complexes.<\/p>\n<h3>Comment fonctionne Tree of Thoughts ?<\/h3>\n<p>Au lieu de g\u00e9n\u00e9rer du texte de mani\u00e8re lin\u00e9aire, comme le font les mod\u00e8les de langage traditionnels, Tree of Thoughts explore diff\u00e9rentes voies de raisonnement, comme un arbre qui se ramifie.  Chaque branche de l&rsquo;arbre repr\u00e9sente une \u00ab\u00a0pens\u00e9e\u00a0\u00bb ou une \u00e9tape de raisonnement.  Imaginez que vous essayez de r\u00e9soudre un casse-t\u00eate.  Au lieu d&rsquo;essayer les pi\u00e8ces au hasard, vous r\u00e9fl\u00e9chissez aux diff\u00e9rentes possibilit\u00e9s et explorez les plus prometteuses. Tree of Thoughts permet aux mod\u00e8les de langage de faire de m\u00eame, en \u00e9valuant et en explorant diff\u00e9rentes \u00ab\u00a0pens\u00e9es\u00a0\u00bb pour arriver \u00e0 la solution optimale.  Cette m\u00e9thode utilise une combinaison d&rsquo;\u00e9valuations interm\u00e9diaires et d&rsquo;exploration d&rsquo;un espace de solutions plus large.<\/p>\n<h3>Pourquoi Tree of Thoughts est-il important ?<\/h3>\n<p>Tree of Thoughts repr\u00e9sente une avanc\u00e9e significative car il permet de d\u00e9passer les limites des mod\u00e8les de langage classiques en mati\u00e8re de raisonnement.  En explorant un espace de solutions plus vaste et en \u00e9valuant les \u00e9tapes interm\u00e9diaires, cette technique permet de r\u00e9soudre des probl\u00e8mes plus complexes et d&rsquo;obtenir des r\u00e9sultats plus pr\u00e9cis. Par exemple, dans la r\u00e9solution de probl\u00e8mes math\u00e9matiques, Tree of Thoughts peut explorer diff\u00e9rentes approches pour parvenir \u00e0 la solution, au lieu de se limiter \u00e0 une seule.  Cela ouvre la voie \u00e0 des applications plus sophistiqu\u00e9es de l&rsquo;IA dans divers domaines.<\/p>\n<h3>Termes associ\u00e9s<\/h3>\n<ul id=\"TermesAssocies\">\n<li><a href=\"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/?s=Prompt+Engineering\">Prompt Engineering<\/a><\/li>\n<li><a href=\"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/?s=Raisonnement+en+cha%C3%AEne\">Raisonnement en cha\u00eene<\/a><\/li>\n<li><a href=\"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/?s=Apprentissage+par+renforcement\">Apprentissage par renforcement<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>L&rsquo;approche \u00ab\u00a0Tree of Thoughts\u00a0\u00bb (Arbre de Pens\u00e9es) est une technique \u00e9mergente en intelligence artificielle, notamment dans le domaine du prompt engineering. Qu&rsquo;est-ce que Tree of Thoughts ? C&rsquo;est une m\u00e9thode qui permet aux mod\u00e8les de langage de raisonner de mani\u00e8re plus structur\u00e9e et plus approfondie pour r\u00e9soudre des probl\u00e8mes complexes. Comment fonctionne Tree of Thoughts [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","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":"","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":[30],"tags":[63,12,638,683],"class_list":["post-1194","post","type-post","status-publish","format-standard","hentry","category-t","tag-apprentissage-par-renforcement","tag-prompt-engineering","tag-raisonnement-en-chaine","tag-tree-of-thoughts"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"","author_link":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"L&rsquo;approche \u00ab\u00a0Tree of Thoughts\u00a0\u00bb (Arbre de Pens\u00e9es) est une technique \u00e9mergente en intelligence artificielle, notamment dans le domaine du prompt engineering. Qu&rsquo;est-ce que Tree of Thoughts ? C&rsquo;est une m\u00e9thode qui permet aux mod\u00e8les de langage de raisonner de mani\u00e8re plus structur\u00e9e et plus approfondie pour r\u00e9soudre des probl\u00e8mes complexes. Comment fonctionne Tree of Thoughts\u2026","_links":{"self":[{"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/posts\/1194","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/comments?post=1194"}],"version-history":[{"count":0,"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/posts\/1194\/revisions"}],"wp:attachment":[{"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/media?parent=1194"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/categories?post=1194"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/tags?post=1194"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}