{"id":164,"date":"2024-10-17T18:41:07","date_gmt":"2024-10-17T16:41:07","guid":{"rendered":"https:\/\/rabihamhaz.com\/?p=164"},"modified":"2025-04-16T12:06:53","modified_gmt":"2025-04-16T10:06:53","slug":"art-prompt-avec-generative-ia","status":"publish","type":"post","link":"https:\/\/rabihamhaz.com\/index.php\/2024\/10\/17\/art-prompt-avec-generative-ia\/","title":{"rendered":"Replay &#8211; L\u2019art du prompt avec G\u00e9n\u00e9rative IA"},"content":{"rendered":"\n<p>Comment utiliser l&rsquo;IA g\u00e9n\u00e9rative?<br>Comment interagir avec les mod\u00e8les d&rsquo;IA g\u00e9n\u00e9rative pour obtenir les r\u00e9sultats souhait\u00e9s ? <\/p>\n\n\n\n<p>Dans cette conf\u00e9rence intitul\u00e9e <strong>\u00ab\u00a0L&rsquo;art du Prompt pour l&rsquo;IA g\u00e9n\u00e9rative?\u00a0\u00bb<\/strong>, j&rsquo;explique les principes fondamentaux de l&rsquo;interaction avec les mod\u00e8les d&rsquo;intelligence artificielle g\u00e9n\u00e9rative pour obtenir des r\u00e9sultats optimaux. J&rsquo;y pr\u00e9sente le fonctionnement de ces mod\u00e8les, qui s&rsquo;appuient sur de vastes bases de donn\u00e9es pour g\u00e9n\u00e9rer du contenu original, qu&rsquo;il s&rsquo;agisse de texte, d&rsquo;images ou de sons. Dans cette conf\u00e9rence je me concentre sur le texte. Je mets en avant l&rsquo;<strong>art du prompt<\/strong>, en montrant comment formuler des instructions pr\u00e9cises et adapt\u00e9es au contexte afin de guider l&rsquo;IA et affiner ses r\u00e9ponses. Comprendre cette dynamique permet d&rsquo;exploiter tout le potentiel cr\u00e9atif et pratique de l&rsquo;IA g\u00e9n\u00e9rative.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"461\" src=\"https:\/\/rabihamhaz.com\/wp-content\/uploads\/2024\/10\/20240925_Art_Prompt-1024x461.jpg\" alt=\"\" class=\"wp-image-232\" style=\"width:1031px;height:auto\" srcset=\"https:\/\/rabihamhaz.com\/wp-content\/uploads\/2024\/10\/20240925_Art_Prompt-1024x461.jpg 1024w, https:\/\/rabihamhaz.com\/wp-content\/uploads\/2024\/10\/20240925_Art_Prompt-300x135.jpg 300w, https:\/\/rabihamhaz.com\/wp-content\/uploads\/2024\/10\/20240925_Art_Prompt-768x346.jpg 768w, https:\/\/rabihamhaz.com\/wp-content\/uploads\/2024\/10\/20240925_Art_Prompt-1536x691.jpg 1536w, https:\/\/rabihamhaz.com\/wp-content\/uploads\/2024\/10\/20240925_Art_Prompt-2048x922.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Amphith\u00e9atre de l&rsquo;Icam Toulouse le 25\/09\/2024 <\/figcaption><\/figure>\n\n\n\n<p>La liste des techniques pr\u00e9sent\u00e9es: <br>Zero-shot Prompting<br>Few-shot Prompting<br>Chain-of-Thought<br>Self-Consistency<br>Generate Knowledge<br>Prompt Chaining<br>Tree of Thoughts<br><strong>Retrieval Augmented Generation<\/strong><br>Automatic Prompt Engineer<br>Active-Prompt<br>Directional Stimulus<br>Program-AIded Language<br>ReAct<br>Reflexion<br>Multimodal CoT<br>Graph Prompting<br>meta-prompting<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"[Conf\u00e9rence] L\u2019art du prompt | Rabih AMHAZ | Icam Strasbourg\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/2OckHzsFCbY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Consulter la pr\u00e9sentation au format PDF&nbsp;<a href=\"https:\/\/drive.google.com\/file\/d\/1xZRppW6rPQbRFIjGddA-YDwHBfao0HMS\/view?usp=drive_link\" target=\"_blank\" rel=\"noreferrer noopener\">ici<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Comment utiliser l&rsquo;IA g\u00e9n\u00e9rative?Comment interagir avec les mod\u00e8les d&rsquo;IA g\u00e9n\u00e9rative pour obtenir les r\u00e9sultats souhait\u00e9s ? Dans cette conf\u00e9rence intitul\u00e9e \u00ab\u00a0L&rsquo;art du Prompt pour l&rsquo;IA g\u00e9n\u00e9rative?\u00a0\u00bb, j&rsquo;explique les principes fondamentaux de l&rsquo;interaction avec les mod\u00e8les d&rsquo;intelligence artificielle g\u00e9n\u00e9rative pour obtenir des r\u00e9sultats optimaux. J&rsquo;y pr\u00e9sente le fonctionnement de ces mod\u00e8les, qui s&rsquo;appuient sur de vastes [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":165,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-container-style":"default","site-container-layout":"default","site-sidebar-layout":"default","site-transparent-header":"default","prose-style":"enable","disable-article-header":"default","disable-site-header":"default","disable-site-footer":"default","disable-content-area-spacing":"default","footnotes":""},"categories":[9],"tags":[20,16,21],"class_list":["post-164","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-conferences","tag-llm","tag-multimodal-ai","tag-nlp"],"_links":{"self":[{"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/posts\/164","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/comments?post=164"}],"version-history":[{"count":5,"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/posts\/164\/revisions"}],"predecessor-version":[{"id":235,"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/posts\/164\/revisions\/235"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/media\/165"}],"wp:attachment":[{"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/media?parent=164"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/categories?post=164"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rabihamhaz.com\/index.php\/wp-json\/wp\/v2\/tags?post=164"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}