{"id":630,"date":"2025-01-13T13:32:21","date_gmt":"2025-01-13T13:32:21","guid":{"rendered":"https:\/\/smolagents.org\/?page_id=630"},"modified":"2025-01-13T13:45:05","modified_gmt":"2025-01-13T13:45:05","slug":"ai-code-agent-qwen2-5-coder-artifacts","status":"publish","type":"page","link":"https:\/\/smolagents.org\/fr\/ai-code-agent-qwen2-5-coder-artifacts\/","title":{"rendered":"agent de code ai qwen2.5 artefacts du codeur"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"240\" height=\"240\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/O1CN01KDhOma1DUo8oa7OIU_6000000000220-1-tps-240-240.gif\" alt=\"\" class=\"wp-image-631\" style=\"width:216px;height:auto\"\/><\/figure><\/div>\n\n\n<iframe\n\tsrc=\"https:\/\/sambanovasystems-sambanova-qwen2-5-coder-artifacts.hf.space\"\n\tframeborder=\"0\"\n\twidth=\"100%\"\n\theight=\"960px\"\n><\/iframe>\n\n\n<style>.kadence-column630_f2780a-e7{max-width:65%;margin-left:auto;margin-right:auto;}.wp-block-kadence-column.kb-section-dir-horizontal:not(.kb-section-md-dir-vertical)>.kt-inside-inner-col>.kadence-column630_f2780a-e7{-webkit-flex:0 1 65%;flex:0 1 65%;max-width:unset;margin-left:unset;margin-right:unset;}.kadence-column630_f2780a-e7 > .kt-inside-inner-col,.kadence-column630_f2780a-e7 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column630_f2780a-e7 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column630_f2780a-e7 > .kt-inside-inner-col{flex-direction:column;}.kadence-column630_f2780a-e7 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column630_f2780a-e7 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column630_f2780a-e7{position:relative;}@media all and (min-width: 1025px){.wp-block-kadence-column.kb-section-dir-horizontal>.kt-inside-inner-col>.kadence-column630_f2780a-e7{-webkit-flex:0 1 65%;flex:0 1 65%;max-width:unset;margin-left:unset;margin-right:unset;}}@media all and (max-width: 1024px){.kadence-column630_f2780a-e7 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.wp-block-kadence-column.kb-section-sm-dir-vertical:not(.kb-section-sm-dir-horizontal):not(.kb-section-sm-dir-specificity)>.kt-inside-inner-col>.kadence-column630_f2780a-e7{max-width:65%;-webkit-flex:1;flex:1;margin-left:auto;margin-right:auto;}.kadence-column630_f2780a-e7 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column630_f2780a-e7\"><div class=\"kt-inside-inner-col\">\n<h2 class=\"wp-block-heading\">comment utiliser qwen2-5-coder-artifacts<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">meilleur prompt pour le code ai G\u00e9n\u00e9rateur<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Principaux \u00e9l\u00e9ments d'une bonne invite au codage<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Contexte<\/strong>: Pr\u00e9parez le terrain en pr\u00e9cisant le r\u00f4le que l'IA doit assumer. Par exemple, demandez \u00e0 l'IA d'agir comme un ing\u00e9nieur logiciel ou un expert en langage de programmation sp\u00e9cifique.<\/li>\n\n\n\n<li><strong>Instructions<\/strong>: Donnez des commandes ou des explications claires et concises sur ce que vous voulez que l'IA fasse. Visez une t\u00e2che principale par message.<\/li>\n\n\n\n<li><strong>Contenu<\/strong>: Inclure tous les d\u00e9tails ou exemples n\u00e9cessaires qui pourraient aider l'IA \u00e0 g\u00e9n\u00e9rer un code pr\u00e9cis.<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">Exemples d'incitations efficaces<\/h4>\n\n\n\n<p>G\u00e9n\u00e9ration de codes g\u00e9n\u00e9raux<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prompt<\/strong>: \"Ecrire une fonction Python qui calcule la factorielle d'un nombre\".<\/li>\n<\/ul>\n\n\n\n<p>Fonctionnalit\u00e9 sp\u00e9cifique<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prompt<\/strong>: \"Cr\u00e9ez une fonction en JavaScript qui v\u00e9rifie si une cha\u00eene de caract\u00e8res est un palindrome.<\/li>\n<\/ul>\n\n\n\n<p>Tests unitaires<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prompt<\/strong>: \"\u00c9crire des tests unitaires pour cette fonction Python qui v\u00e9rifie si un nombre est premier\".<\/li>\n<\/ul>\n\n\n\n<p>Cr\u00e9ation de classes<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prompt<\/strong>: \"D\u00e9finir une classe en Python qui repr\u00e9sente un compte bancaire avec des m\u00e9thodes pour d\u00e9poser et retirer de l'argent\".<\/li>\n<\/ul>\n\n\n\n<p>G\u00e9n\u00e9ration de scripts Docker<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prompt<\/strong>: \"G\u00e9n\u00e9rer un fichier Docker pour cr\u00e9er un environnement avec Node.js et Express install\u00e9s\".<\/li>\n<\/ul>\n\n\n\n<p>Structures complexes<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prompt<\/strong>: \"G\u00e9n\u00e9rer un formulaire HTML avec des champs pour le nom, l'adresse \u00e9lectronique et le message, y compris la validation des champs obligatoires.\"<\/li>\n<\/ul>\n\n\n\n<p>Conseils suppl\u00e9mentaires pour l'\u00e9laboration d'id\u00e9es directrices<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pr\u00e9cisez les langages de programmation et les cadres de travail, le cas \u00e9ch\u00e9ant.<\/li>\n\n\n\n<li>Inclure des exemples d'entr\u00e9es\/sorties, le cas \u00e9ch\u00e9ant, pour clarifier les attentes.<\/li>\n\n\n\n<li>Utilisez un langage simple et \u00e9vitez le jargon, sauf en cas de n\u00e9cessit\u00e9.<\/li>\n<\/ul>\n\n\n\n<p>En suivant ces lignes directrices et en utilisant ces exemples, vous pouvez am\u00e9liorer vos interactions avec les g\u00e9n\u00e9rateurs de code d'IA, ce qui vous permettra d'obtenir des codes plus pr\u00e9cis et plus utiles.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Quelles sont les meilleures pratiques pour r\u00e9diger des messages-guides efficaces en mati\u00e8re d'IA ?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Meilleures pratiques pour la r\u00e9daction d'invites de code IA efficaces<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u00catre clair et pr\u00e9cis<\/h4>\n\n\n\n<p>Utilisez un langage pr\u00e9cis pour \u00e9viter toute ambigu\u00eft\u00e9 dans vos demandes. Indiquez clairement ce que vous voulez que l'IA fasse, par exemple \"G\u00e9n\u00e9rer une fonction Python qui trie une liste de nombres par ordre croissant\", au lieu de formuler des demandes vagues comme \"\u00c9crire du code\".<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. Fournir un contexte<\/h4>\n\n\n\n<p>Incluez des informations contextuelles pertinentes pour aider l'IA \u00e0 comprendre le sc\u00e9nario. Par exemple, si vous demandez une fonction, pr\u00e9cisez son objectif et les contraintes \u00e9ventuelles : \"\u00c9crire une fonction qui prend une liste d'entiers et ne renvoie que les nombres pairs\".<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. Exemples d'utilisation<\/h4>\n\n\n\n<p>Le cas \u00e9ch\u00e9ant, donnez des exemples de r\u00e9sultats souhait\u00e9s. Cela permet de d\u00e9finir clairement les attentes et d'orienter la r\u00e9ponse de l'IA. Par exemple, \"Cr\u00e9ez une fonction JavaScript qui prend un tableau de noms et les renvoie par ordre alphab\u00e9tique. Exemple d'entr\u00e9e : ['Charlie', 'Alice', 'Bob']. R\u00e9sultat attendu : ['Alice', 'Bob', 'Charlie'].\"<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4. Poser des questions ouvertes<\/h4>\n\n\n\n<p>Encouragez les r\u00e9ponses d\u00e9taill\u00e9es en formulant des questions ouvertes plut\u00f4t que de simples oui\/non. Par exemple, la question \"Quelles sont les meilleures pratiques pour \u00e9crire des requ\u00eates SQL efficaces ?\" invite \u00e0 une r\u00e9ponse plus compl\u00e8te.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">5. Limiter le champ d'application<\/h4>\n\n\n\n<p>Concentrez-vous sur une t\u00e2che ou un sujet \u00e0 la fois pour \u00e9viter de submerger l'IA. R\u00e9duire le champ d'application permet de g\u00e9n\u00e9rer des r\u00e9ponses plus coh\u00e9rentes et plus pertinentes, par exemple en demandant la mise en \u0153uvre d'une fonctionnalit\u00e9 sp\u00e9cifique plut\u00f4t que de plusieurs fonctionnalit\u00e9s \u00e0 la fois.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">6. Utiliser le langage naturel<\/h4>\n\n\n\n<p>R\u00e9digez les messages-guides sur un ton conversationnel qui imite le langage courant. Il est ainsi plus facile pour l'IA de comprendre votre demande et d'y r\u00e9pondre de mani\u00e8re appropri\u00e9e. Par exemple, \"Pouvez-vous m'aider \u00e0 \u00e9crire une fonction pour calculer la suite de Fibonacci ?\".<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">7. Exp\u00e9rimenter et it\u00e9rer<\/h4>\n\n\n\n<p>Si la r\u00e9ponse initiale n'est pas satisfaisante, affinez votre message en fonction des r\u00e9sultats obtenus. Ajustez la clart\u00e9 et la sp\u00e9cificit\u00e9 si n\u00e9cessaire pour am\u00e9liorer les r\u00e9sultats.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">8. Soyez concis<\/h4>\n\n\n\n<p>Bien que le contexte soit essentiel, des questions trop longues peuvent embrouiller l'IA. Il convient de trouver un \u00e9quilibre entre les d\u00e9tails et la bri\u00e8vet\u00e9 pour garantir la clart\u00e9.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">9. Structurez vos messages-guides<\/h4>\n\n\n\n<p>Organisez vos questions de mani\u00e8re logique afin de guider efficacement l'IA dans sa t\u00e2che. Pour les demandes complexes, utilisez des puces ou des listes num\u00e9rot\u00e9es pour plus de clart\u00e9.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">10. \u00c9valuer et adapter<\/h4>\n\n\n\n<p>En mettant en \u0153uvre ces bonnes pratiques, vous pouvez am\u00e9liorer vos interactions avec les g\u00e9n\u00e9rateurs de code d'IA, ce qui vous permettra d'obtenir des codes plus pr\u00e9cis et plus utiles, adapt\u00e9s \u00e0 vos besoins.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Quels sont les cas d'utilisation courants des g\u00e9n\u00e9rateurs de code d'IA ?<\/h3>\n\n\n\n<p>Les g\u00e9n\u00e9rateurs de code d'IA sont de plus en plus utilis\u00e9s dans divers secteurs pour am\u00e9liorer la productivit\u00e9, rationaliser les flux de travail et am\u00e9liorer la qualit\u00e9 du code. Voici quelques cas d'utilisation courants des g\u00e9n\u00e9rateurs de code IA :<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1.&nbsp;<strong>G\u00e9n\u00e9ration automatis\u00e9e de codes<\/strong><\/h4>\n\n\n\n<p>L'IA peut g\u00e9n\u00e9rer des fonctions enti\u00e8res, des classes ou m\u00eame des requ\u00eates de base de donn\u00e9es complexes sur la base d'exigences de haut niveau fournies en langage naturel. Cette capacit\u00e9 r\u00e9duit consid\u00e9rablement le temps que les d\u00e9veloppeurs consacrent \u00e0 des t\u00e2ches de codage r\u00e9p\u00e9titives, ce qui leur permet de se concentrer sur des probl\u00e8mes plus complexes.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2.&nbsp;<strong>G\u00e9n\u00e9ration de tests unitaires<\/strong><\/h4>\n\n\n\n<p>Les outils d'IA peuvent automatiser la cr\u00e9ation de tests unitaires, garantissant une couverture compl\u00e8te des tests et am\u00e9liorant la fiabilit\u00e9 du code. Par exemple, ils peuvent analyser le code existant pour g\u00e9n\u00e9rer des tests qui couvrent diff\u00e9rents sc\u00e9narios et cas limites, ce qui permet de d\u00e9tecter les bogues d\u00e8s le d\u00e9but du processus de d\u00e9veloppement<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3.&nbsp;<strong>Ach\u00e8vement du code<\/strong><\/h4>\n\n\n\n<p>L'IA g\u00e9n\u00e9rative peut fournir des suggestions de code en temps r\u00e9el au fur et \u00e0 mesure que les d\u00e9veloppeurs tapent, ce qui permet d'am\u00e9liorer l'efficacit\u00e9 et de r\u00e9duire les erreurs. Cette fonction est particuli\u00e8rement utile pour les t\u00e2ches r\u00e9p\u00e9titives ou lorsque l'on travaille avec des biblioth\u00e8ques ou des frameworks peu familiers.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4.&nbsp;<strong>Examen et optimisation du code<\/strong><\/h4>\n\n\n\n<p>Les outils d'IA peuvent contribuer \u00e0 l'examen du code existant en identifiant les bogues, les failles de s\u00e9curit\u00e9 et les points \u00e0 am\u00e9liorer. Ils peuvent sugg\u00e9rer des optimisations ou des impl\u00e9mentations alternatives afin d'am\u00e9liorer la qualit\u00e9 du code et sa maintenabilit\u00e9.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">5.&nbsp;<strong>Refonte du code<\/strong><\/h4>\n\n\n\n<p>L'IA peut automatiser le processus de remaniement, ce qui facilite la maintenance et la mise \u00e0 jour des bases de code au fil du temps. Il s'agit notamment de restructurer le code pour en am\u00e9liorer la lisibilit\u00e9 et les performances sans en modifier le comportement externe<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">6.&nbsp;<strong>Traduction du code<\/strong><\/h4>\n\n\n\n<p>Les g\u00e9n\u00e9rateurs d'IA peuvent traduire le code d'un langage de programmation \u00e0 un autre, facilitant ainsi la compatibilit\u00e9 avec de nouveaux outils ou environnements. Ce processus implique souvent un remaniement pour maximiser les avantages du langage cible<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">7.&nbsp;<strong>Prototypage et g\u00e9n\u00e9ration de code mod\u00e8le<\/strong><\/h4>\n\n\n\n<p>Les d\u00e9veloppeurs peuvent utiliser l'IA pour g\u00e9n\u00e9rer rapidement du code standard pour de nouveaux projets, y compris des structures de dossiers, des fichiers de configuration et du code de d\u00e9marrage adapt\u00e9 \u00e0 des piles technologiques sp\u00e9cifiques. Cela permet d'acc\u00e9l\u00e9rer la phase de prototypage du d\u00e9veloppement logiciel<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">8.&nbsp;<strong>Apprentissage et int\u00e9gration<\/strong><\/h4>\n\n\n\n<p>Les outils d'IA fournissent des conseils contextuels et des exemples aux nouveaux d\u00e9veloppeurs qui apprennent un langage de programmation ou s'int\u00e8grent \u00e0 un projet. Ils peuvent g\u00e9n\u00e9rer des explications et des instructions \u00e9tape par \u00e9tape pour des t\u00e2ches complexes, facilitant ainsi la courbe d'apprentissage.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">9.&nbsp;<strong>Automatisation des tests<\/strong><\/h4>\n\n\n\n<p>Au-del\u00e0 de la g\u00e9n\u00e9ration de tests unitaires, l'IA peut contribuer \u00e0 des efforts plus larges d'automatisation des tests en cr\u00e9ant des scripts de test, en les maintenant, en g\u00e9n\u00e9rant des donn\u00e9es de test et en analysant les r\u00e9sultats des tests afin de garantir la qualit\u00e9 des logiciels.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">10.&nbsp;<strong>Soutien aux utilisateurs non techniques<\/strong><\/h4>\n\n\n\n<p>Les g\u00e9n\u00e9rateurs de code IA permettent aux membres non techniques de l'\u00e9quipe de contribuer au processus de codage en leur permettant de d\u00e9crire des fonctionnalit\u00e9s ou des probl\u00e8mes en langage naturel, que l'IA traduit ensuite en code fonctionnel. <\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><\/h2>","protected":false},"excerpt":{"rendered":"<p>how to use qwen2-5-coder-artifacts best prompt for ai code Generator Key Components of a Good Code Prompt Examples of Effective Prompts General Code Generation Specific Functionality Unit Testing Class Creation Docker Script Generation Complex Structures Additional Tips for Crafting Prompts By following these guidelines and utilizing these examples, you can enhance your interactions with AI&#8230;<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"class_list":["post-630","page","type-page","status-publish","hentry"],"rankMath":{"parentDomain":"smolagents.org","noFollowDomains":[],"noFollowExcludeDomains":[],"noFollowExternalLinks":false,"featuredImageNotice":"L\u2019image en vedette devrait \u00eatre au moins 200 par 200 pixels pour \u00eatre utilis\u00e9 par Facebook et d\u2019autres sites de m\u00e9dias 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