{"id":13308,"date":"2024-07-01T11:00:40","date_gmt":"2024-07-01T09:00:40","guid":{"rendered":"https:\/\/sydologie.com\/?p=13308"},"modified":"2024-11-21T15:21:33","modified_gmt":"2024-11-21T14:21:33","slug":"chain-of-thought-prompting-guide-sydologie-chatgpt","status":"publish","type":"post","link":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/","title":{"rendered":"Chain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT"},"content":{"rendered":"

Nous avons d\u00e9j\u00e0 explor\u00e9 comment le Few-shot prompting<\/a> peut nous aider \u00e0 obtenir des r\u00e9ponses plus pertinentes et format\u00e9es de la part de ChatGPT. Aujourd’hui, nous allons nous pencher sur une autre technique avanc\u00e9e de l’ing\u00e9nierie des prompts : le Chain-of-Thought Prompting.<\/strong>
\n <\/p>\n

Qu’est-ce que le Chain-of-Thought Prompting ?<\/h2>\n

 
\nLe Chain-of-Thought Prompting consiste \u00e0 guider le mod\u00e8le de langage \u00e0 travers une s\u00e9rie d’\u00e9tapes de r\u00e9flexion ou de questions<\/strong>, l’amenant ainsi \u00e0 fournir une r\u00e9ponse plus d\u00e9velopp\u00e9e ou un raisonnement plus approfondi. En d’autres termes, plut\u00f4t que de simplement poser une question et attendre une r\u00e9ponse, on montre \u00e0 ChatGPT comment r\u00e9fl\u00e9chir pour arriver \u00e0 la r\u00e9ponse.<\/strong>
\n <\/p>\n

Pourquoi utiliser le Chain-of-Thought Prompting ?<\/h2>\n

 
\nCette technique est particuli\u00e8rement utile lorsqu’on souhaite obtenir une r\u00e9ponse qui ne se limite pas \u00e0 une simple affirmation, mais qui explique le raisonnement sous-jacent.<\/strong> Cela peut \u00eatre pr\u00e9cieux dans de nombreux contextes, de l’analyse de donn\u00e9es \u00e0 la r\u00e9solution de probl\u00e8mes complexes en passant par la prise de d\u00e9cision.
\n 
\nEn guidant ChatGPT \u00e0 travers un processus de r\u00e9flexion, on l’encourage \u00e0 fournir des r\u00e9ponses plus nuanc\u00e9es et argument\u00e9es<\/strong>, ce qui peut grandement am\u00e9liorer la qualit\u00e9 et la pertinence des sorties g\u00e9n\u00e9r\u00e9es.
\n <\/p>\n

Comment mettre en \u0153uvre le Chain-of-Thought Prompting ?<\/h2>\n

 
\nVoici les \u00e9tapes cl\u00e9s pour utiliser efficacement le chain-of-thought prompting <\/strong>:
\n 
\n– D\u00e9composer le probl\u00e8me<\/strong> : Commencez par diviser la question ou le probl\u00e8me en plusieurs \u00e9tapes ou sous-questions.
\n 
\n– Formuler les \u00e9tapes de r\u00e9flexion<\/strong> : Pour chaque \u00e9tape, formulez une question ou une instruction qui guide le mod\u00e8le vers la r\u00e9flexion souhait\u00e9e.
\n 
\n– Pr\u00e9senter les \u00e9tapes dans le prompt<\/strong> : Int\u00e9grez la s\u00e9rie d’\u00e9tapes de r\u00e9flexion dans votre prompt, en les pr\u00e9sentant de mani\u00e8re claire et structur\u00e9e.
\n 
\n– Tester et affiner<\/strong> : Essayez votre prompt et analysez les r\u00e9sultats. Si n\u00e9cessaire, ajustez les \u00e9tapes de r\u00e9flexion pour obtenir des r\u00e9ponses plus pertinentes.
\n <\/p>\n

Exemple concret de Chain-of-Thought Prompting<\/h2>\n

 
\nImaginons que vous souhaitez que ChatGPT vous aide \u00e0 choisir entre deux options de formation pour vos employ\u00e9s. Voici comment vous pourriez utiliser le chain-of-thought prompting<\/strong> : https:\/\/chat.openai.com\/share\/e\/58515861-d17e-4e8a-abab-dc57b09899c8<\/a>
\n 
\n\"\"<\/p>\n

\"\"<\/p>\n

\"\"<\/p>\n

\"\"
\n 
\nComme vous pouvez le constater, en guidant ChatGPT \u00e0 travers un processus de r\u00e9flexion \u00e9tape par \u00e9tape, on obtient une r\u00e9ponse beaucoup plus d\u00e9velopp\u00e9e et argument\u00e9e qu’avec une simple question. Le mod\u00e8le explore diff\u00e9rents aspects du probl\u00e8me, p\u00e8se le pour et le contre, et arrive \u00e0 une recommandation \u00e9tay\u00e9e.<\/strong>
\n 
\nLe Chain-of-Thought Prompting est donc un outil pr\u00e9cieux pour obtenir des r\u00e9ponses plus approfondies et un raisonnement plus transparent<\/strong> de la part de ChatGPT. N’h\u00e9sitez pas \u00e0 l’exp\u00e9rimenter dans vos propres projets !
\n 
\n 
\n 
\n– Article 1 : Guide Sydologie ChatGPT : r\u00e9volutionner la p\u00e9dagogie avec l\u2019IA<\/strong><\/a>
\n– Article 2 : Qu’est-ce qu’un LLM ? <\/a><\/strong>
\n– Article 3 : Qu\u2019est-ce que le prompt engineering ?<\/a><\/strong>
\n– Article 4 : Principes fondamentaux de l\u2019ing\u00e9nierie de prompt<\/a><\/strong>
\n– Article 5 : Le Style Guidance, cl\u00e9 de voute de l\u2019ing\u00e9nierie des prompts<\/a><\/strong>
\n– Article 6 : Few-shot Prompting<\/a><\/strong>
\n 
\n <\/p>\n","protected":false},"excerpt":{"rendered":"Nous avons d\u00e9j\u00e0 explor\u00e9 comment le Few-shot prompting peut nous aider \u00e0 obtenir des r\u00e9ponses plus pertinentes et format\u00e9es de la part de ChatGPT. Aujourd’hui, nous allons nous pencher sur une autre technique avanc\u00e9e de l’ing\u00e9nierie des prompts : le Chain-of-Thought Prompting.   Qu’est-ce que le Chain-of-Thought Prompting ?   Le Chain-of-Thought Prompting consiste \u00e0… Voir l’article<\/a>","protected":false},"author":6,"featured_media":13316,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rop_custom_images_group":[],"rop_custom_messages_group":[],"rop_publish_now":"initial","rop_publish_now_accounts":[],"rop_publish_now_history":[],"rop_publish_now_status":"pending","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[2],"tags":[2051,2101,2086,2089,2111],"class_list":["post-13308","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-le-mag","tag-chatgpt","tag-ingenierie-de-prompt","tag-llm","tag-prompt-engineering","tag-prompting"],"yoast_head":"\nChain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT - Sydologie<\/title>\n<meta name=\"description\" content=\"Vous trouvez les r\u00e9ponses de ChatGPT trop lapidaires et pas assez \u00e9tay\u00e9es ? Nous vous expliquons comment r\u00e9soudre \u00e7a !\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Chain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT - Sydologie\" \/>\n<meta property=\"og:description\" content=\"Vous trouvez les r\u00e9ponses de ChatGPT trop lapidaires et pas assez \u00e9tay\u00e9es ? Nous vous expliquons comment r\u00e9soudre \u00e7a !\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/\" \/>\n<meta property=\"og:site_name\" content=\"Sydologie\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/sydologie\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-01T09:00:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-21T14:21:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/sydo.fr\/sydologie\/wp-content\/uploads\/2024\/07\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"2186\" \/>\n\t<meta property=\"og:image:height\" content=\"1216\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Sylvain Tillon\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sylvain Tillon\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/\"},\"author\":{\"name\":\"Sylvain Tillon\",\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/#\\\/schema\\\/person\\\/60cbc9b5ab4e23c1132958d31ec0303a\"},\"headline\":\"Chain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT\",\"datePublished\":\"2024-07-01T09:00:40+00:00\",\"dateModified\":\"2024-11-21T14:21:33+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/\"},\"wordCount\":566,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/sydo.fr\\\/sydologie\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1\",\"keywords\":[\"ChatGPT\",\"Ing\u00e9nierie de prompt\",\"LLM\",\"Prompt engineering\",\"Prompting\"],\"articleSection\":[\"Le Mag'\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/\",\"url\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/\",\"name\":\"Chain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT - Sydologie\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/sydo.fr\\\/sydologie\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1\",\"datePublished\":\"2024-07-01T09:00:40+00:00\",\"dateModified\":\"2024-11-21T14:21:33+00:00\",\"description\":\"Vous trouvez les r\u00e9ponses de ChatGPT trop lapidaires et pas assez \u00e9tay\u00e9es ? Nous vous expliquons comment r\u00e9soudre \u00e7a !\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/sydo.fr\\\/sydologie\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/sydo.fr\\\/sydologie\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1\",\"width\":2186,\"height\":1216},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/2024\\\/07\\\/chain-of-thought-prompting-guide-sydologie-chatgpt\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u00a0\",\"item\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Le Mag'\",\"item\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/le-mag\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Chain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/#website\",\"url\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/\",\"name\":\"Sydologie\",\"description\":\"Le magazine de l'innovation p\u00e9dagogique\",\"publisher\":{\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/#organization\",\"name\":\"Sydologie\",\"url\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/sydologie.com\\\/wp-content\\\/uploads\\\/2022\\\/11\\\/logo.gif?fit=2560%2C640&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/sydologie.com\\\/wp-content\\\/uploads\\\/2022\\\/11\\\/logo.gif?fit=2560%2C640&ssl=1\",\"width\":2560,\"height\":640,\"caption\":\"Sydologie\"},\"image\":{\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/sydologie\",\"https:\\\/\\\/x.com\\\/sydologie\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/sydo\\\/\",\"https:\\\/\\\/www.wikidata.org\\\/wiki\\\/Q140090167\"],\"description\":\"Magazine des formateurs et ing\u00e9nieurs p\u00e9dagogiques, \u00e9dit\u00e9 par Sydo depuis 2013.\",\"foundingDate\":\"2013\",\"publishingPrinciples\":\"https:\\\/\\\/sydologie.com\\\/a-propos\\\/\",\"parentOrganization\":{\"@type\":\"Organization\",\"name\":\"Sydo\",\"url\":\"https:\\\/\\\/sydo.fr\\\/\",\"sameAs\":\"https:\\\/\\\/www.wikidata.org\\\/wiki\\\/Q139912915\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/sydo.fr\\\/sydologie\\\/#\\\/schema\\\/person\\\/60cbc9b5ab4e23c1132958d31ec0303a\",\"name\":\"Sylvain Tillon\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/60518af684df51b46b4d1a9e8bd098f452299b39d4263a4a1146eeadb66a30b8?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/60518af684df51b46b4d1a9e8bd098f452299b39d4263a4a1146eeadb66a30b8?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/60518af684df51b46b4d1a9e8bd098f452299b39d4263a4a1146eeadb66a30b8?s=96&d=mm&r=g\",\"caption\":\"Sylvain Tillon\"},\"description\":\"Ancien \u00e9l\u00e8ve souvent absent, je recherche toujours des solutions pour animer des cours diff\u00e9remment ! Tout ne marche pas toujours mais j\u2019essaie de m\u2019adapter en fonction des r\u00e9actions de mes apprenants. Dipl\u00f4m\u00e9 EMLyon \u00e0 26 ans, j'ai cr\u00e9\u00e9, convaincu que chacun peut apprendre avec les bonnes m\u00e9thodes. Cinq ans plus tard, je confiais Sydo \u00e0 Clarence Thiery pour lancer Tilkee, un logiciel de relance commerciale. Mais fin 2019, je quittais Tilkee, vir\u00e9 par mes investisseurs. Alors je suis revenu \u00e0 mes premi\u00e8res amours : Sydo et la p\u00e9dagogie. Aujourd\u2019hui, je rel\u00e8ve de nouveaux d\u00e9fis : - Le Bahut, l'\u00e9cole des nouveaux m\u00e9tiers (notamment Digital Learning et IA), - et C\u2019est vrai \u00e7a ?, une association qui lutte contre la d\u00e9sinformation.\",\"sameAs\":[\"http:\\\/\\\/www.sydologie.com\",\"https:\\\/\\\/x.com\\\/sylvaintillon\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Chain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT - Sydologie","description":"Vous trouvez les r\u00e9ponses de ChatGPT trop lapidaires et pas assez \u00e9tay\u00e9es ? Nous vous expliquons comment r\u00e9soudre \u00e7a !","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/","og_locale":"fr_FR","og_type":"article","og_title":"Chain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT - Sydologie","og_description":"Vous trouvez les r\u00e9ponses de ChatGPT trop lapidaires et pas assez \u00e9tay\u00e9es ? Nous vous expliquons comment r\u00e9soudre \u00e7a !","og_url":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/","og_site_name":"Sydologie","article_publisher":"https:\/\/www.facebook.com\/sydologie","article_published_time":"2024-07-01T09:00:40+00:00","article_modified_time":"2024-11-21T14:21:33+00:00","og_image":[{"width":2186,"height":1216,"url":"https:\/\/i0.wp.com\/sydo.fr\/sydologie\/wp-content\/uploads\/2024\/07\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1","type":"image\/png"}],"author":"Sylvain Tillon","twitter_misc":{"\u00c9crit par":"Sylvain Tillon","Dur\u00e9e de lecture estim\u00e9e":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/#article","isPartOf":{"@id":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/"},"author":{"name":"Sylvain Tillon","@id":"https:\/\/sydo.fr\/sydologie\/#\/schema\/person\/60cbc9b5ab4e23c1132958d31ec0303a"},"headline":"Chain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT","datePublished":"2024-07-01T09:00:40+00:00","dateModified":"2024-11-21T14:21:33+00:00","mainEntityOfPage":{"@id":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/"},"wordCount":566,"commentCount":0,"publisher":{"@id":"https:\/\/sydo.fr\/sydologie\/#organization"},"image":{"@id":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/sydo.fr\/sydologie\/wp-content\/uploads\/2024\/07\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1","keywords":["ChatGPT","Ing\u00e9nierie de prompt","LLM","Prompt engineering","Prompting"],"articleSection":["Le Mag'"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/","url":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/","name":"Chain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT - Sydologie","isPartOf":{"@id":"https:\/\/sydo.fr\/sydologie\/#website"},"primaryImageOfPage":{"@id":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/#primaryimage"},"image":{"@id":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/sydo.fr\/sydologie\/wp-content\/uploads\/2024\/07\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1","datePublished":"2024-07-01T09:00:40+00:00","dateModified":"2024-11-21T14:21:33+00:00","description":"Vous trouvez les r\u00e9ponses de ChatGPT trop lapidaires et pas assez \u00e9tay\u00e9es ? Nous vous expliquons comment r\u00e9soudre \u00e7a !","breadcrumb":{"@id":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/#primaryimage","url":"https:\/\/i0.wp.com\/sydo.fr\/sydologie\/wp-content\/uploads\/2024\/07\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1","contentUrl":"https:\/\/i0.wp.com\/sydo.fr\/sydologie\/wp-content\/uploads\/2024\/07\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1","width":2186,"height":1216},{"@type":"BreadcrumbList","@id":"https:\/\/sydo.fr\/sydologie\/2024\/07\/chain-of-thought-prompting-guide-sydologie-chatgpt\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u00a0","item":"https:\/\/sydo.fr\/sydologie\/"},{"@type":"ListItem","position":2,"name":"Le Mag'","item":"https:\/\/sydo.fr\/sydologie\/le-mag\/"},{"@type":"ListItem","position":3,"name":"Chain-of-Thought Prompting \u2013 Guide Sydologie ChatGPT"}]},{"@type":"WebSite","@id":"https:\/\/sydo.fr\/sydologie\/#website","url":"https:\/\/sydo.fr\/sydologie\/","name":"Sydologie","description":"Le magazine de l'innovation p\u00e9dagogique","publisher":{"@id":"https:\/\/sydo.fr\/sydologie\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sydo.fr\/sydologie\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/sydo.fr\/sydologie\/#organization","name":"Sydologie","url":"https:\/\/sydo.fr\/sydologie\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/sydo.fr\/sydologie\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/sydologie.com\/wp-content\/uploads\/2022\/11\/logo.gif?fit=2560%2C640&ssl=1","contentUrl":"https:\/\/i0.wp.com\/sydologie.com\/wp-content\/uploads\/2022\/11\/logo.gif?fit=2560%2C640&ssl=1","width":2560,"height":640,"caption":"Sydologie"},"image":{"@id":"https:\/\/sydo.fr\/sydologie\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/sydologie","https:\/\/x.com\/sydologie","https:\/\/www.linkedin.com\/company\/sydo\/","https:\/\/www.wikidata.org\/wiki\/Q140090167"],"description":"Magazine des formateurs et ing\u00e9nieurs p\u00e9dagogiques, \u00e9dit\u00e9 par Sydo depuis 2013.","foundingDate":"2013","publishingPrinciples":"https:\/\/sydologie.com\/a-propos\/","parentOrganization":{"@type":"Organization","name":"Sydo","url":"https:\/\/sydo.fr\/","sameAs":"https:\/\/www.wikidata.org\/wiki\/Q139912915"}},{"@type":"Person","@id":"https:\/\/sydo.fr\/sydologie\/#\/schema\/person\/60cbc9b5ab4e23c1132958d31ec0303a","name":"Sylvain Tillon","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/secure.gravatar.com\/avatar\/60518af684df51b46b4d1a9e8bd098f452299b39d4263a4a1146eeadb66a30b8?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/60518af684df51b46b4d1a9e8bd098f452299b39d4263a4a1146eeadb66a30b8?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/60518af684df51b46b4d1a9e8bd098f452299b39d4263a4a1146eeadb66a30b8?s=96&d=mm&r=g","caption":"Sylvain Tillon"},"description":"Ancien \u00e9l\u00e8ve souvent absent, je recherche toujours des solutions pour animer des cours diff\u00e9remment ! Tout ne marche pas toujours mais j\u2019essaie de m\u2019adapter en fonction des r\u00e9actions de mes apprenants. Dipl\u00f4m\u00e9 EMLyon \u00e0 26 ans, j'ai cr\u00e9\u00e9, convaincu que chacun peut apprendre avec les bonnes m\u00e9thodes. Cinq ans plus tard, je confiais Sydo \u00e0 Clarence Thiery pour lancer Tilkee, un logiciel de relance commerciale. Mais fin 2019, je quittais Tilkee, vir\u00e9 par mes investisseurs. Alors je suis revenu \u00e0 mes premi\u00e8res amours : Sydo et la p\u00e9dagogie. Aujourd\u2019hui, je rel\u00e8ve de nouveaux d\u00e9fis : - Le Bahut, l'\u00e9cole des nouveaux m\u00e9tiers (notamment Digital Learning et IA), - et C\u2019est vrai \u00e7a ?, une association qui lutte contre la d\u00e9sinformation.","sameAs":["http:\/\/www.sydologie.com","https:\/\/x.com\/sylvaintillon"]}]}},"jetpack_featured_media_url":"https:\/\/i0.wp.com\/sydo.fr\/sydologie\/wp-content\/uploads\/2024\/07\/sydologieaude_outilsgestionprojet_copiehop_1_copie.png?fit=2186%2C1216&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/posts\/13308","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/comments?post=13308"}],"version-history":[{"count":7,"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/posts\/13308\/revisions"}],"predecessor-version":[{"id":13476,"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/posts\/13308\/revisions\/13476"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/media\/13316"}],"wp:attachment":[{"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/media?parent=13308"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/categories?post=13308"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sydo.fr\/sydologie\/wp-json\/wp\/v2\/tags?post=13308"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}