{"id":228389,"date":"2024-03-01T18:30:00","date_gmt":"2024-03-01T18:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=228389"},"modified":"2024-09-14T20:22:15","modified_gmt":"2024-09-14T20:22:15","slug":"prompt-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/prompt-tout-savoir","title":{"rendered":"Prompt : Qu&rsquo;est-ce que c&rsquo;est ? Comment les utiliser ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"228389\" class=\"elementor elementor-228389\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-85aa4e1 e-flex e-con-boxed e-con\" data-id=\"85aa4e1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21769fd elementor-widget elementor-widget-heading\" data-id=\"21769fd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><p class=\"elementor-heading-title elementor-size-default\">Avec la d\u00e9mocratisation de l\u2019utilisation de l\u2019IA, de nouvelles comp\u00e9tences \u00e9mergent. Notamment l\u2019art de ma\u00eetriser les prompts. Ces instructions a priori toutes simples permettent d\u2019exploiter le plein potentiel de l\u2019intelligence artificielle. Mais alors de quoi s\u2019agit-il ? Comment peut-on utiliser les prompts ? Et surtout, comment r\u00e9diger de bons prompts ? C\u2019est ce que nous allons voir dans cet article.\u00a0<\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-160f99f e-flex e-con-boxed e-con\" data-id=\"160f99f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7ff906c elementor-widget elementor-widget-heading\" data-id=\"7ff906c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Qu\u2019est-ce qu\u2019un prompt ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d068ff elementor-widget elementor-widget-text-editor\" data-id=\"4d068ff\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Un prompt, c\u2019est tout simplement <\/span><b>une instruction destin\u00e9e \u00e0 une intelligence artificielle g\u00e9n\u00e9rative.<\/b><span style=\"font-weight: 400;\"> C\u2019est-\u00e0-dire, les IA capables de g\u00e9n\u00e9rer du contenu, qu\u2019il s\u2019agisse d\u2019un texte, d\u2019une image ou m\u00eame d\u2019une musique.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Gr\u00e2ce \u00e0 sa compr\u00e9hension du langage naturel, l\u2019<a href=\"https:\/\/datascientest.com\/algorithme-tout-savoir\">algorithme d\u2019IA<\/a> va ensuite analyser l\u2019ensemble de vos instructions pour y r\u00e9pondre.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">En d\u2019autres termes, il s\u2019agit en quelque sorte d\u2019un ordre adress\u00e9 \u00e0 une machine pour qu\u2019elle ex\u00e9cute ce que vous lui demandez.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\"><strong><span style=\"text-decoration: underline;\">Bon \u00e0 savoir<\/span><\/strong> : aujourd\u2019hui, les prompts sont principalement sous forme \u00e9crite. Mais vous pouvez utiliser les prompts vocaux. Et ce, depuis plusieurs ann\u00e9es avec les assistants virtuels, comme Alexa ou Siri. \u00c0 travers votre t\u00e9l\u00e9phone ou votre dispositif, vous \u00e9noncez votre requ\u00eate \u00e0 l\u2019oral pour que votre assistant r\u00e9ponde \u00e0 votre demande. <\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2263876 e-flex e-con-boxed e-con\" data-id=\"2263876\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a696c7 elementor-widget elementor-widget-heading\" data-id=\"5a696c7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Comment peut-on utiliser les prompts ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a18fab4 elementor-widget elementor-widget-text-editor\" data-id=\"a18fab4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Depuis la <a href=\"https:\/\/datascientest.com\/gpt-3-revolutionnaire-ou-surmediatise\">d\u00e9mocratisation de ChatGPT<\/a> et autres outils d\u2019IA g\u00e9n\u00e9rative, chacun peut exploiter <a href=\"https:\/\/datascientest.com\/intelligence-artificielle-definition\">le potentiel de l\u2019intelligence artificielle<\/a>. \u00c0 condition de r\u00e9diger de bonnes instructions. Voici quelques exemples de ce que vous pourriez obtenir un bon prompt:\u00a0<\/span><\/p><ul><li><b>La cr\u00e9ation de contenu <\/b><span style=\"font-weight: 400;\">: que ce soit sur les r\u00e9seaux sociaux ou sur un site internet, les outils d\u2019IA g\u00e9n\u00e9rative peuvent vous aider \u00e0 cr\u00e9er du contenu, le structurer ou encore trouver de nouvelles id\u00e9es.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>La r\u00e9ponse aux objections<\/b><span style=\"font-weight: 400;\"> : pour les fonctions commerciales, les prompts bien r\u00e9dig\u00e9s peuvent aider \u00e0 identifier toutes les objections des potentiels clients,\u00a0<\/span><\/li><li><b>La g\u00e9n\u00e9ration d\u2019une strat\u00e9gie \u00e9ditoriale <\/b><span style=\"font-weight: 400;\">: notamment pour le r\u00e9f\u00e9rencement naturel. L\u2019intelligence artificielle peut aider les experts SEO \u00e0 identifier des sujets r\u00e9pondant \u00e0 la cible.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c71ecf elementor-widget elementor-widget-text-editor\" data-id=\"8c71ecf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Au-del\u00e0 des textes \u00e9crits, les algorithmes d\u2019intelligence artificielle sont aussi capables de g\u00e9n\u00e9rer d\u2019autres types de contenus, comme les images ou les musiques. Par exemple, DALL-E, Midjourney ou Stablediffusion vous permettent de g\u00e9n\u00e9rer des images. Ces derni\u00e8res peuvent alors alimenter vos contenus \u00e9crits sur les r\u00e9seaux sociaux.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Il s\u2019agit l\u00e0 d\u2019outils sp\u00e9cialis\u00e9s dans un type de contenu. Mais de plus en plus de solutions IA sont multimodales. C\u2019est-\u00e0-dire qu\u2019elles peuvent g\u00e9n\u00e9rer des contenus \u00e9crits, visuels ou auditifs (comme <a href=\"https:\/\/datascientest.com\/google-gemini-tout-savoir\">Gemini sur Google<\/a>).<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3d93c8 elementor-widget elementor-widget-image\" data-id=\"d3d93c8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.20.48-A-close-up-first-person-view-of-hands-typing-a-prompt-on-a-computer-keyboard-displayed-on-the-screen.-The-image-is-in-a-16_9-aspect-ratio-capturing-1024x585.webp\" class=\"attachment-large size-large wp-image-232998\" alt=\"Vue en gros plan et \u00e0 la premi\u00e8re personne des mains tapant un texte sur le clavier d&#039;un ordinateur, avec l&#039;\u00e9cran affichant le prompt saisi.\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.20.48-A-close-up-first-person-view-of-hands-typing-a-prompt-on-a-computer-keyboard-displayed-on-the-screen.-The-image-is-in-a-16_9-aspect-ratio-capturing-1024x585.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.20.48-A-close-up-first-person-view-of-hands-typing-a-prompt-on-a-computer-keyboard-displayed-on-the-screen.-The-image-is-in-a-16_9-aspect-ratio-capturing-300x171.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.20.48-A-close-up-first-person-view-of-hands-typing-a-prompt-on-a-computer-keyboard-displayed-on-the-screen.-The-image-is-in-a-16_9-aspect-ratio-capturing-768x439.webp 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.20.48-A-close-up-first-person-view-of-hands-typing-a-prompt-on-a-computer-keyboard-displayed-on-the-screen.-The-image-is-in-a-16_9-aspect-ratio-capturing-1536x878.webp 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.20.48-A-close-up-first-person-view-of-hands-typing-a-prompt-on-a-computer-keyboard-displayed-on-the-screen.-The-image-is-in-a-16_9-aspect-ratio-capturing.webp 1792w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f806b9 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"9f806b9\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-prompt-engineering\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Apprendre \u00e0 r\u00e9diger des prompts<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5614827 e-flex e-con-boxed e-con\" data-id=\"5614827\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-77aedd6 elementor-widget elementor-widget-heading\" data-id=\"77aedd6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Comment faire un bon prompt ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2eb63ed elementor-widget elementor-widget-text-editor\" data-id=\"2eb63ed\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Si les outils d\u2019intelligence artificielle g\u00e9n\u00e9rative offrent une multitude de possibilit\u00e9s \u00e0 leurs utilisateurs, encore faut-il \u00eatre capable de leur donner de bonnes instructions. D\u2019o\u00f9 l\u2019importance de ma\u00eetriser les prompts.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbacffe elementor-widget elementor-widget-heading\" data-id=\"bbacffe\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Se montrer pr\u00e9cis et d\u00e9taill\u00e9<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf120af elementor-widget elementor-widget-text-editor\" data-id=\"bf120af\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Pour qu\u2019une intelligence artificielle r\u00e9ponde exactement \u00e0 votre demande, vous devez<\/span><b> lui expliciter pr\u00e9cis\u00e9ment l\u2019ensemble de vos besoins<\/b><span style=\"font-weight: 400;\"> via votre prompt.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Par exemple, pour trouver des id\u00e9es de contenus, les experts marketing peuvent pr\u00e9ciser leurs instructions \u00e0 l\u2019IA, tout en pr\u00e9cisant certains \u00e9l\u00e9ments essentiels, comme :\u00a0<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Le public cible : vous devez donner toutes les informations \u00e0 votre disposition sur votre client id\u00e9al, comme son \u00e2ge, son sexe, sa localisation g\u00e9ographique, sa situation professionnelle et familliale, etc.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">La probl\u00e9matique \u00e0 r\u00e9soudre : il s\u2019agit de conna\u00eetre exactement les points de douleur de votre cible pour y r\u00e9pondre plus facilement.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Les offres propos\u00e9es : m\u00eame si vous ne souhaitez pas faire de publicit\u00e9 pour votre offre, il est important que l\u2019intelligence artificielle sache comment vous pouvez aider vos clients. Cela lui permettra alors de cr\u00e9er du contenu adapt\u00e9.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Le branding de l\u2019entreprise : comme la tonalit\u00e9 utilis\u00e9e pour s\u2019adresser au client ou encore votre positionnement. <\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf3502e elementor-widget elementor-widget-text-editor\" data-id=\"bf3502e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">De m\u00eame, pour les images, vous pouvez ajouter des instructions sur l\u2019\u00e9clairage, le style, l\u2019angle de vue, la couleur, l\u2019ambiance, etc.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Quelle que soit votre demande, votre<\/span><b> prompt doit \u00eatre tr\u00e8s pr\u00e9cis et d\u00e9taill\u00e9<\/b><span style=\"font-weight: 400;\"> pour obtenir une r\u00e9ponse satisfaisante. <\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47badbb elementor-widget elementor-widget-heading\" data-id=\"47badbb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Respecter les exigences de chaque outil d\u2019IA<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-683c95a elementor-widget elementor-widget-text-editor\" data-id=\"683c95a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Avec <a href=\"https:\/\/datascientest.com\/dall-e-en-acces-public-sur-edge-microsoft-donne-le-feu-vert\">DALL-E<\/a> ou <a href=\"https:\/\/datascientest.com\/formation-chatgpt\">ChatGPT<\/a>, il vous suffit de renseigner votre prompt dans la zone pr\u00e9vue, sans aucune formalit\u00e9 suppl\u00e9mentaire. Mais d\u2019autres outils d\u2019IA sont plus exigeants. Par exemple, avec <a href=\"https:\/\/datascientest.com\/midjourney-tout-savoir\">Midjourney<\/a>, vous devez commencer votre instruction par \/imagine. Ce qui permet \u00e0 l\u2019IA de vous proposer une image correspondant \u00e0 votre requ\u00eate. Et si vous souhaitez fusionner plusieurs images, il faudra ajouter la commande \/blend (tout en fournissant les images).\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Alors avant d\u2019utiliser une intelligence artificielle, <\/span><b>prenez le temps de conna\u00eetre l\u2019ensemble de ses r\u00e8gles.<\/b><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f802dc6 elementor-widget elementor-widget-heading\" data-id=\"f802dc6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Utiliser des techniques de prompt engineering<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ae21b8 elementor-widget elementor-widget-text-editor\" data-id=\"5ae21b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Si la pr\u00e9cision est au coeur de la r\u00e9daction d\u2019un bon prompt, il existe plusieurs <a href=\"https:\/\/datascientest.com\/prompt-engineer-tout-savoir\">techniques de prompt engineering<\/a> qui peuvent vous aider \u00e0 r\u00e9diger des instructions efficaces. Par exemple :\u00a0<\/span><\/p><ul><li><b>Le reverse prompt engineering<\/b><span style=\"font-weight: 400;\"> : pour commencer, proposez \u00e0 l\u2019IA des r\u00e9sultats similaires \u00e0 ceux que vous souhaitez. Demandez ensuite \u00e0 ce qu\u2019elle vous fournisse le prompt correspondant. Vous pourrez alors l\u2019utiliser pour obtenir le r\u00e9sultat attendu.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Le chain-of-thought prompting <\/b><span style=\"font-weight: 400;\">: vous guidez l\u2019intelligence artificielle \u00e0 travers un encha\u00eenement de prompts qui vous permet d\u2019aboutir au r\u00e9sultat souhait\u00e9.\u00a0<\/span><\/li><li><b>Le few shot prompting<\/b><span style=\"font-weight: 400;\"> : vous fournissez plusieurs exemples \u00e0 l\u2019IA pour affiner votre requ\u00eate. <\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ac7c9a elementor-widget elementor-widget-text-editor\" data-id=\"4ac7c9a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<span style=\"font-weight: 400;\">Quelles que soient les techniques utilis\u00e9es, le plus efficace reste sans aucun doute l\u2019exp\u00e9rimentation et la formation. Alors si vous souhaitez aller plus loin et am\u00e9liorer vos prompts, vous pouvez toujours <a href=\"https:\/\/datascientest.com\/formation-prompt-engineering\">rejoindre DataScientest<\/a>.<\/span>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42d9559 elementor-widget elementor-widget-image\" data-id=\"42d9559\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1792\" height=\"1024\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.24.17-A-close-up-first-person-view-of-hands-typing-on-a-computer-keyboard-with-vivid-and-imaginative-things-emerging-directly-from-the-screen-creating-a-.webp\" class=\"attachment-full size-full wp-image-233011\" alt=\"Vue en gros plan et \u00e0 la premi\u00e8re personne des mains tapant sur un clavier d&#039;ordinateur, avec des \u00e9l\u00e9ments imaginaires \u00e9mergeant directement de l&#039;\u00e9cran, cr\u00e9ant une sc\u00e8ne magique o\u00f9 la fantaisie et la r\u00e9alit\u00e9 se fondent.\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.24.17-A-close-up-first-person-view-of-hands-typing-on-a-computer-keyboard-with-vivid-and-imaginative-things-emerging-directly-from-the-screen-creating-a-.webp 1792w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.24.17-A-close-up-first-person-view-of-hands-typing-on-a-computer-keyboard-with-vivid-and-imaginative-things-emerging-directly-from-the-screen-creating-a--300x171.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.24.17-A-close-up-first-person-view-of-hands-typing-on-a-computer-keyboard-with-vivid-and-imaginative-things-emerging-directly-from-the-screen-creating-a--1024x585.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.24.17-A-close-up-first-person-view-of-hands-typing-on-a-computer-keyboard-with-vivid-and-imaginative-things-emerging-directly-from-the-screen-creating-a--768x439.webp 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.24.17-A-close-up-first-person-view-of-hands-typing-on-a-computer-keyboard-with-vivid-and-imaginative-things-emerging-directly-from-the-screen-creating-a--1536x878.webp 1536w\" sizes=\"(max-width: 1792px) 100vw, 1792px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc16ca3 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"fc16ca3\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-prompt-engineering\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Se former au Prompt Engineering<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8e8e9a elementor-widget elementor-widget-html\" data-id=\"a8e8e9a\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Qu\u2019est-ce qu\u2019un prompt ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Un prompt, c\u2019est tout simplement une instruction destin\u00e9e \u00e0 une intelligence artificielle g\u00e9n\u00e9rative. C\u2019est-\u00e0-dire, les IA capables de g\u00e9n\u00e9rer du contenu, qu\u2019il s\u2019agisse d\u2019un texte, d\u2019une image ou m\u00eame d\u2019une musique. Gr\u00e2ce \u00e0 sa compr\u00e9hension du langage naturel, l\u2019algorithme d\u2019IA va ensuite analyser l\u2019ensemble de vos instructions pour y r\u00e9pondre.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Comment peut-on utiliser les prompts ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Depuis la d\u00e9mocratisation de ChatGPT et autres outils d\u2019IA g\u00e9n\u00e9rative, chacun peut exploiter le potentiel de l\u2019intelligence artificielle. \u00c0 condition de r\u00e9diger de bonnes instructions. Voici quelques exemples de ce que vous pourriez obtenir un bon prompt: la cr\u00e9ation de contenu, la r\u00e9ponse aux objections ou la g\u00e9n\u00e9ration d\u2019une strat\u00e9gie \u00e9ditoriale.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Comment faire un bon prompt ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Si les outils d\u2019intelligence artificielle g\u00e9n\u00e9rative offrent une multitude de possibilit\u00e9s \u00e0 leurs utilisateurs, encore faut-il \u00eatre capable de leur donner de bonnes instructions. D\u2019o\u00f9 l\u2019importance de ma\u00eetriser les prompts : se montrer pr\u00e9cis et d\u00e9taill\u00e9, respecter les exigences de chaque outil d\u2019IA et utiliser des techniques de prompt engineering.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Avec la d\u00e9mocratisation de l\u2019utilisation de l\u2019IA, de nouvelles comp\u00e9tences \u00e9mergent. Notamment l\u2019art de ma\u00eetriser les prompts. Ces instructions a priori toutes simples permettent d\u2019exploiter le plein potentiel de l\u2019intelligence artificielle. Mais alors de quoi s\u2019agit-il ? Comment peut-on utiliser les prompts ? Et surtout, comment r\u00e9diger de bons prompts ? C\u2019est ce que nous [&hellip;]<\/p>\n","protected":false},"author":77,"featured_media":233015,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2500],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Prompt : Qu&#039;est-ce que c&#039;est ? Comment les utiliser ?<\/title>\n<meta name=\"description\" content=\"Si l\u2019IA est capable de r\u00e9aliser une multitude de t\u00e2ches, encore faut-il lui fournir les bonnes instructions. D\u00e9couvrez ce qu&#039;est un prompt, et comment apprendre \u00e0 les utiliser\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/prompt-tout-savoir\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Prompt : Qu&#039;est-ce que c&#039;est ? Comment les utiliser ?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/prompt-tout-savoir\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-01T18:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-14T20:22:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.21.58-A-close-up-first-person-view-of-hands-typing-a-creative-prompt-into-a-text-field-on-a-computer-screen.-The-screen-clearly-shows-the-text-being-typed.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1792\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Raphael Kassel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Raphael Kassel\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/prompt-tout-savoir\",\"url\":\"https:\/\/datascientest.com\/prompt-tout-savoir\",\"name\":\"Prompt : Qu'est-ce que c'est ? Comment les utiliser ?\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2024-03-01T18:30:00+00:00\",\"dateModified\":\"2024-09-14T20:22:15+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/6eca16f63daaafcbc96e15549b9d4ee1\"},\"description\":\"Si l\u2019IA est capable de r\u00e9aliser une multitude de t\u00e2ches, encore faut-il lui fournir les bonnes instructions. D\u00e9couvrez ce qu'est un prompt, et comment apprendre \u00e0 les utiliser\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/prompt-tout-savoir\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/6eca16f63daaafcbc96e15549b9d4ee1\",\"name\":\"Raphael Kassel\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/raph.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/raph.jpeg\",\"caption\":\"Raphael Kassel\"},\"description\":\"Raphael Kassel est le Head of Data Programs chez DataScientest. Il supervise une \u00e9quipe Data, impl\u00e9mente de nouveaux parcours comme \\\"Chef de projet IA\\\" et \\\"Data Product Manager\\\", et contribue \u00e0 la modernisation des op\u00e9rations du groupe. En collaboration \u00e9troite avec l'\u00e9quipe de d\u00e9veloppement, il adapte l'accompagnement acad\u00e9mique aux \u00e9volutions de l'\u00e9quipe data et \u00e0 l'internationalisation.\",\"sameAs\":[\"https:\/\/www.linkedin.com\/in\/raphaelkassel\/\",\"Data Science\"],\"url\":\"https:\/\/datascientest.com\/author\/raphaelkassel\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Prompt : Qu'est-ce que c'est ? Comment les utiliser ?","description":"Si l\u2019IA est capable de r\u00e9aliser une multitude de t\u00e2ches, encore faut-il lui fournir les bonnes instructions. D\u00e9couvrez ce qu'est un prompt, et comment apprendre \u00e0 les utiliser","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:\/\/datascientest.com\/prompt-tout-savoir","og_locale":"fr_FR","og_type":"article","og_title":"Prompt : Qu'est-ce que c'est ? Comment les utiliser ?","og_url":"https:\/\/datascientest.com\/prompt-tout-savoir","og_site_name":"Formation Data Science | DataScientest.com","article_published_time":"2024-03-01T18:30:00+00:00","article_modified_time":"2024-09-14T20:22:15+00:00","og_image":[{"width":1792,"height":1024,"url":"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/02\/DALL\u00b7E-2024-02-21-18.21.58-A-close-up-first-person-view-of-hands-typing-a-creative-prompt-into-a-text-field-on-a-computer-screen.-The-screen-clearly-shows-the-text-being-typed.webp","type":"image\/webp"}],"author":"Raphael Kassel","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"Raphael Kassel","Dur\u00e9e de lecture estim\u00e9e":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/datascientest.com\/prompt-tout-savoir","url":"https:\/\/datascientest.com\/prompt-tout-savoir","name":"Prompt : Qu'est-ce que c'est ? Comment les utiliser ?","isPartOf":{"@id":"https:\/\/datascientest.com\/#website"},"datePublished":"2024-03-01T18:30:00+00:00","dateModified":"2024-09-14T20:22:15+00:00","author":{"@id":"https:\/\/datascientest.com\/#\/schema\/person\/6eca16f63daaafcbc96e15549b9d4ee1"},"description":"Si l\u2019IA est capable de r\u00e9aliser une multitude de t\u00e2ches, encore faut-il lui fournir les bonnes instructions. D\u00e9couvrez ce qu'est un prompt, et comment apprendre \u00e0 les utiliser","inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datascientest.com\/prompt-tout-savoir"]}]},{"@type":"WebSite","@id":"https:\/\/datascientest.com\/#website","url":"https:\/\/datascientest.com\/","name":"Formation Data Science | DataScientest.com","description":"Leader de la formation en Data Science","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/datascientest.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"fr-FR"},{"@type":"Person","@id":"https:\/\/datascientest.com\/#\/schema\/person\/6eca16f63daaafcbc96e15549b9d4ee1","name":"Raphael Kassel","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/datascientest.com\/#\/schema\/person\/image\/","url":"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/raph.jpeg","contentUrl":"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/raph.jpeg","caption":"Raphael Kassel"},"description":"Raphael Kassel est le Head of Data Programs chez DataScientest. Il supervise une \u00e9quipe Data, impl\u00e9mente de nouveaux parcours comme \"Chef de projet IA\" et \"Data Product Manager\", et contribue \u00e0 la modernisation des op\u00e9rations du groupe. En collaboration \u00e9troite avec l'\u00e9quipe de d\u00e9veloppement, il adapte l'accompagnement acad\u00e9mique aux \u00e9volutions de l'\u00e9quipe data et \u00e0 l'internationalisation.","sameAs":["https:\/\/www.linkedin.com\/in\/raphaelkassel\/","Data Science"],"url":"https:\/\/datascientest.com\/author\/raphaelkassel"}]}},"_links":{"self":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/posts\/228389"}],"collection":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/users\/77"}],"replies":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/comments?post=228389"}],"version-history":[{"count":0,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/posts\/228389\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/media\/233015"}],"wp:attachment":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/media?parent=228389"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/categories?post=228389"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/tags?post=228389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}