1:"$Sreact.fragment"
2:I[94210,["/_next/static/chunks/b292ef59945299fb.js","/_next/static/chunks/db1ed03dad8fa1ad.js"],"default"]
3:I[49451,["/_next/static/chunks/b292ef59945299fb.js","/_next/static/chunks/db1ed03dad8fa1ad.js"],"default"]
6:I[99456,["/_next/static/chunks/b292ef59945299fb.js","/_next/static/chunks/db1ed03dad8fa1ad.js"],"OutletBoundary"]
7:"$Sreact.suspense"
9:I[99456,["/_next/static/chunks/b292ef59945299fb.js","/_next/static/chunks/db1ed03dad8fa1ad.js"],"ViewportBoundary"]
b:I[99456,["/_next/static/chunks/b292ef59945299fb.js","/_next/static/chunks/db1ed03dad8fa1ad.js"],"MetadataBoundary"]
d:I[51894,[],"default"]
:HL["/_next/static/chunks/2e73269b79f02f4d.css","style"]
:HL["/_next/static/media/2a65768255d6b625-s.p.d19752fb.woff2","font",{"crossOrigin":"","type":"font/woff2"}]
:HL["/_next/static/media/47fe1b7cd6e6ed85-s.p.855a563b.woff2","font",{"crossOrigin":"","type":"font/woff2"}]
:HL["/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2","font",{"crossOrigin":"","type":"font/woff2"}]
:HL["/_next/static/media/8e6fa89aa22d24ec-s.p.3aec397d.woff2","font",{"crossOrigin":"","type":"font/woff2"}]
:HL["/_next/static/media/a218039a3287bcfd-s.p.4a23d71b.woff2","font",{"crossOrigin":"","type":"font/woff2"}]
:HL["/_next/static/media/e2334d715941921e-s.p.d82a9aff.woff2","font",{"crossOrigin":"","type":"font/woff2"}]
0:{"P":null,"b":"hEyQdfANp7GcGtypER5lV","c":["","fr","blog","prompt-engineering-erreurs"],"q":"","i":false,"f":[[["",{"children":[["locale","fr","d"],{"children":["blog",{"children":[["slug","prompt-engineering-erreurs","d"],{"children":["__PAGE__",{}]}]}]},"$undefined","$undefined",true]}],[["$","$1","c",{"children":[null,["$","$L2",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$L3",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":[[["$","title",null,{"children":"404: This page could not be found."}],["$","div",null,{"style":{"fontFamily":"system-ui,\"Segoe UI\",Roboto,Helvetica,Arial,sans-serif,\"Apple Color Emoji\",\"Segoe UI Emoji\"","height":"100vh","textAlign":"center","display":"flex","flexDirection":"column","alignItems":"center","justifyContent":"center"},"children":["$","div",null,{"children":[["$","style",null,{"dangerouslySetInnerHTML":{"__html":"body{color:#000;background:#fff;margin:0}.next-error-h1{border-right:1px solid rgba(0,0,0,.3)}@media (prefers-color-scheme:dark){body{color:#fff;background:#000}.next-error-h1{border-right:1px solid rgba(255,255,255,.3)}}"}}],["$","h1",null,{"className":"next-error-h1","style":{"display":"inline-block","margin":"0 20px 0 0","padding":"0 23px 0 0","fontSize":24,"fontWeight":500,"verticalAlign":"top","lineHeight":"49px"},"children":404}],["$","div",null,{"style":{"display":"inline-block"},"children":["$","h2",null,{"style":{"fontSize":14,"fontWeight":400,"lineHeight":"49px","margin":0},"children":"This page could not be found."}]}]]}]}]],[]],"forbidden":"$undefined","unauthorized":"$undefined"}]]}],{"children":[["$","$1","c",{"children":[[["$","link","0",{"rel":"stylesheet","href":"/_next/static/chunks/2e73269b79f02f4d.css","precedence":"next","crossOrigin":"$undefined","nonce":"$undefined"}],["$","script","script-0",{"src":"/_next/static/chunks/e70cf233ca02384a.js","async":true,"nonce":"$undefined"}],["$","script","script-1",{"src":"/_next/static/chunks/c72270908abd0eb3.js","async":true,"nonce":"$undefined"}],["$","script","script-2",{"src":"/_next/static/chunks/d27307698ed538b1.js","async":true,"nonce":"$undefined"}]],"$L4"]}],{"children":[["$","$1","c",{"children":[null,["$","$L2",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$L3",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":"$undefined","forbidden":"$undefined","unauthorized":"$undefined"}]]}],{"children":[["$","$1","c",{"children":[null,["$","$L2",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$L3",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":"$undefined","forbidden":"$undefined","unauthorized":"$undefined"}]]}],{"children":[["$","$1","c",{"children":["$L5",null,["$","$L6",null,{"children":["$","$7",null,{"name":"Next.MetadataOutlet","children":"$@8"}]}]]}],{},null,false,false]},null,false,false]},null,false,false]},null,false,false]},null,false,false],["$","$1","h",{"children":[null,["$","$L9",null,{"children":"$@a"}],["$","div",null,{"hidden":true,"children":["$","$Lb",null,{"children":["$","$7",null,{"name":"Next.Metadata","children":"$@c"}]}]}],["$","meta",null,{"name":"next-size-adjust","content":""}]]}],false]],"m":"$undefined","G":["$d",[]],"S":true}
f:I[83977,["/_next/static/chunks/e70cf233ca02384a.js","/_next/static/chunks/c72270908abd0eb3.js","/_next/static/chunks/d27307698ed538b1.js"],"Image"]
5:["$","article",null,{"className":"container py-12 md:py-20","children":["$","div",null,{"className":"max-w-3xl mx-auto","children":["$Le",["$","div",null,{"className":"space-y-6 mb-12","children":[["$","div",null,{"className":"flex flex-wrap gap-2","children":["$","span",null,{"data-slot":"badge","className":"inline-flex items-center justify-center rounded-full border font-medium w-fit whitespace-nowrap shrink-0 [&>svg]:size-3 gap-1 [&>svg]:pointer-events-none focus-visible:border-ring focus-visible:ring-ring/50 focus-visible:ring-[3px] aria-invalid:ring-destructive/20 dark:aria-invalid:ring-destructive/40 aria-invalid:border-destructive transition-[color,box-shadow] overflow-hidden border-transparent [a&]:hover:bg-primary/90 bg-primary/10 text-primary hover:bg-primary/20 border-none text-sm px-3 py-1","children":"Tutoriels Techniques"}]}],["$","h1",null,{"className":"text-3xl md:text-5xl font-bold leading-tight","children":"5 erreurs courantes en prompt engineering (et comment les éviter)"}],["$","div",null,{"className":"relative w-full aspect-video rounded-xl overflow-hidden my-8 shadow-lg","children":["$","$Lf",null,{"src":"/images/blog_prompt_engineering.png","alt":"5 erreurs courantes en prompt engineering (et comment les éviter)","fill":true,"className":"object-cover","priority":true}]}],["$","div",null,{"className":"flex flex-wrap items-center gap-6 text-slate-500 text-sm border-b border-slate-100 dark:border-slate-800 pb-8","children":[["$","div",null,{"className":"flex items-center gap-2","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":16,"height":16,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-user","aria-hidden":"true","children":[["$","path","975kel",{"d":"M19 21v-2a4 4 0 0 0-4-4H9a4 4 0 0 0-4 4v2"}],["$","circle","17ys0d",{"cx":"12","cy":"7","r":"4"}],"$undefined"]}],["$","span",null,{"className":"font-medium text-slate-900 dark:text-slate-200","children":"Dr. Sophie Laurent"}]]}],["$","div",null,{"className":"flex items-center gap-2","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":16,"height":16,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-calendar","aria-hidden":"true","children":[["$","path","1cmpym",{"d":"M8 2v4"}],["$","path","4m81vk",{"d":"M16 2v4"}],["$","rect","1hopcy",{"width":"18","height":"18","x":"3","y":"4","rx":"2"}],["$","path","8toen8",{"d":"M3 10h18"}],"$undefined"]}],["$","span",null,{"children":"2024-12-20"}]]}],["$","div",null,{"className":"flex items-center gap-2","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":16,"height":16,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-clock","aria-hidden":"true","children":[["$","path","mmk7yg",{"d":"M12 6v6l4 2"}],["$","circle","1mglay",{"cx":"12","cy":"12","r":"10"}],"$undefined"]}],["$","span",null,{"children":"5 min"}]]}]]}]]}],["$","div",null,{"className":"prose prose-lg dark:prose-invert max-w-none","children":["$","article",null,{"className":"prose prose-lg max-w-none prose-headings:font-heading prose-a:text-primary hover:prose-a:text-primary-700","children":[["$","p","p-0",{"className":"mb-4 text-gray-600 leading-relaxed","children":["Le ",["$","strong","strong-0",{"children":"prompt engineering"}]," est devenu une compétence essentielle pour travailler avec les LLMs. Pourtant, beaucoup de professionnels font des erreurs qui dégradent la qualité des réponses. Voici les 5 erreurs les plus courantes et comment les éviter."]}],"\n",["$","h2","h2-0",{"className":"text-3xl font-semibold mb-4 mt-12 text-gray-800 border-b pb-2","children":"Erreur 1 : Prompts trop vagues"}],"\n",["$","p","p-1",{"className":"mb-4 text-gray-600 leading-relaxed","children":["$","strong","strong-0",{"children":"Mauvais exemple :"}]}],"\n",["$","pre","pre-0",{"children":["$","code","code-0",{"className":"block bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto my-4 font-mono text-sm shadow-lg","children":"\"Écris un email de prospection.\"\n"}]}],"\n","$L10","\n","$L11","\n","$L12","\n","$L13","\n","$L14","\n","$L15","\n","$L16","\n","$L17","\n","$L18","\n","$L19","\n","$L1a","\n","$L1b","\n","$L1c","\n","$L1d","\n","$L1e","\n","$L1f","\n","$L20","\n","$L21","\n","$L22","\n","$L23","\n","$L24","\n","$L25","\n","$L26","\n","$L27","\n","$L28","\n","$L29","\n","$L2a","\n","$L2b","\n","$L2c","\n","$L2d","\n","$L2e","\n","$L2f","\n","$L30","\n","$L31","\n","$L32","\n","$L33","\n","$L34","\n","$L35","\n","$L36","\n","$L37","\n","$L38","\n","$L39","\n","$L3a"]}]}],"$L3b"]}]}]
10:["$","p","p-2",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Problème :"}],"\nLe LLM ne sait pas :"]}]
11:["$","ul","ul-0",{"className":"list-disc pl-6 mb-4 space-y-2","children":["\n",["$","li","li-0",{"className":"text-gray-600","children":"À qui s'adresse l'email (secteur, poste)"}],"\n",["$","li","li-1",{"className":"text-gray-600","children":"Quel produit/service vous vendez"}],"\n",["$","li","li-2",{"className":"text-gray-600","children":"Quel ton adopter"}],"\n",["$","li","li-3",{"className":"text-gray-600","children":"Quelle longueur"}],"\n"]}]
12:["$","p","p-3",{"className":"mb-4 text-gray-600 leading-relaxed","children":["$","strong","strong-0",{"children":"Bon exemple :"}]}]
13:["$","pre","pre-1",{"children":["$","code","code-0",{"className":"block bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto my-4 font-mono text-sm shadow-lg","children":"Rédige un email de prospection B2B pour proposer notre solution SaaS de gestion de projet à un CTO d'une PME tech (50-200 employés). Ton professionnel mais pas corporate. Max 150 mots. Inclure un CTA pour booker une démo.\n"}]}]
14:["$","p","p-4",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Principe :"}]," Soyez ",["$","strong","strong-1",{"children":"spécifique"}]," sur le contexte, le public, le ton, le format."]}]
15:["$","hr","hr-0",{}]
16:["$","h2","h2-1",{"className":"text-3xl font-semibold mb-4 mt-12 text-gray-800 border-b pb-2","children":"Erreur 2 : Ne pas donner d'exemples"}]
17:["$","p","p-5",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Problème :"}],"\nLe LLM ne sait pas exactement quel format ou style vous attendez."]}]
18:["$","p","p-6",{"className":"mb-4 text-gray-600 leading-relaxed","children":["$","strong","strong-0",{"children":"Solution : Few-shot prompting"}]}]
19:["$","pre","pre-2",{"children":["$","code","code-0",{"className":"block bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto my-4 font-mono text-sm shadow-lg","children":"Extrait les entités nommées (personnes, organisations, lieux) de ce texte.\n\nExemples :\nTexte : \"Apple a annoncé l'ouverture d'un nouveau campus à Austin.\"\nOutput : {\"organisations\": [\"Apple\"], \"lieux\": [\"Austin\"]}\n\nTexte : \"Elon Musk a rencontré Emmanuel Macron à Paris.\"\nOutput : {\"personnes\": [\"Elon Musk\", \"Emmanuel Macron\"], \"lieux\": [\"Paris\"]}\n\nMaintenant, traite ce texte :\n\"Microsoft et Google se disputent le marché de l'IA à Seattle.\"\n"}]}]
1a:["$","p","p-7",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Principe :"}]," Donnez 2-3 exemples du format attendu."]}]
1b:["$","hr","hr-1",{}]
1c:["$","h2","h2-2",{"className":"text-3xl font-semibold mb-4 mt-12 text-gray-800 border-b pb-2","children":"Erreur 3 : Instructions enterrées au milieu du prompt"}]
1d:["$","p","p-8",{"className":"mb-4 text-gray-600 leading-relaxed","children":["$","strong","strong-0",{"children":"Mauvais exemple :"}]}]
1e:["$","pre","pre-3",{"children":["$","code","code-0",{"className":"block bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto my-4 font-mono text-sm shadow-lg","children":"Voici un long document de 2000 mots...\n[texte]\n...d'ailleurs, peux-tu me faire un résumé en 3 points ?\n"}]}]
1f:["$","p","p-9",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Problème :"}],"\nLe LLM peut \"oublier\" l'instruction si elle est noyée dans le contexte."]}]
20:["$","p","p-10",{"className":"mb-4 text-gray-600 leading-relaxed","children":["$","strong","strong-0",{"children":"Bon exemple :"}]}]
21:["$","pre","pre-4",{"children":["$","code","code-0",{"className":"block bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto my-4 font-mono text-sm shadow-lg","children":"Instruction : Résume le document ci-dessous en 3 points clés.\n\nDocument :\n[texte]\n\nRésumé en 3 points :\n"}]}]
22:["$","p","p-11",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Principe :"}]," Mettez les ",["$","strong","strong-1",{"children":"instructions en haut"}]," et utilisez des ",["$","strong","strong-2",{"children":"délimiteurs clairs"}]," (```, ---, ###)."]}]
23:["$","hr","hr-2",{}]
24:["$","h2","h2-3",{"className":"text-3xl font-semibold mb-4 mt-12 text-gray-800 border-b pb-2","children":"Erreur 4 : Ne pas forcer une structure de sortie"}]
25:["$","p","p-12",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Problème :"}],"\nLe LLM génère du texte libre difficilement exploitable par un programme."]}]
26:["$","p","p-13",{"className":"mb-4 text-gray-600 leading-relaxed","children":["$","strong","strong-0",{"children":"Solution : Demander du JSON ou Markdown structuré"}]}]
27:["$","pre","pre-5",{"children":["$","code","code-0",{"className":"block bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto my-4 font-mono text-sm shadow-lg","children":"Analyse le sentiment de ce tweet et retourne un JSON avec ce format :\n{\n  \"sentiment\": \"positif\" | \"négatif\" | \"neutre\",\n  \"score_confiance\": 0-100,\n  \"mots_cles\": [liste de mots]\n}\n\nTweet : \"Super expérience avec le support client d'Ikasia, très réactifs !\"\n"}]}]
28:["$","p","p-14",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Principe :"}]," Spécifiez le ",["$","strong","strong-1",{"children":"format de sortie"}]," (JSON, Markdown, CSV, etc.)."]}]
29:["$","hr","hr-3",{}]
2a:["$","h2","h2-4",{"className":"text-3xl font-semibold mb-4 mt-12 text-gray-800 border-b pb-2","children":"Erreur 5 : Ne pas itérer et tester"}]
2b:["$","p","p-15",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Problème :"}],"\nLe premier prompt est rarement parfait. Beaucoup de gens abandonnent après un essai."]}]
2c:["$","p","p-16",{"className":"mb-4 text-gray-600 leading-relaxed","children":["$","strong","strong-0",{"children":"Solution : Itérez !"}]}]
2d:["$","ol","ol-0",{"className":"list-decimal pl-6 mb-4 space-y-2","children":["\n",["$","li","li-0",{"className":"text-gray-600","children":[["$","strong","strong-0",{"children":"Testez"}]," votre prompt sur plusieurs exemples"]}],"\n",["$","li","li-1",{"className":"text-gray-600","children":[["$","strong","strong-0",{"children":"Analysez"}]," les cas où ça ne marche pas"]}],"\n",["$","li","li-2",{"className":"text-gray-600","children":[["$","strong","strong-0",{"children":"Raffinez"}]," en ajoutant des contraintes, exemples, instructions"]}],"\n",["$","li","li-3",{"className":"text-gray-600","children":[["$","strong","strong-0",{"children":"Mesurez"}]," la qualité (précision, rappel, pertinence)"]}],"\n"]}]
2e:["$","p","p-17",{"className":"mb-4 text-gray-600 leading-relaxed","children":["$","strong","strong-0",{"children":"Exemple :"}]}]
2f:["$","ul","ul-1",{"className":"list-disc pl-6 mb-4 space-y-2","children":["\n",["$","li","li-0",{"className":"text-gray-600","children":"V1 : \"Résume ce document\""}],"\n",["$","li","li-1",{"className":"text-gray-600","children":"V2 : \"Résume ce document en 3 points\""}],"\n",["$","li","li-2",{"className":"text-gray-600","children":"V3 : \"Résume ce document en 3 points en te concentrant sur les risques et opportunités\""}],"\n",["$","li","li-3",{"className":"text-gray-600","children":"V4 : \"Résume en 3 bullet points les risques et opportunités mentionnés dans ce rapport financier\""}],"\n"]}]
30:["$","p","p-18",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Principe :"}]," Le prompt engineering est un processus ",["$","strong","strong-1",{"children":"itératif"}],"."]}]
31:["$","hr","hr-4",{}]
32:["$","h2","h2-5",{"className":"text-3xl font-semibold mb-4 mt-12 text-gray-800 border-b pb-2","children":"Bonus : Techniques avancées"}]
33:["$","p","p-19",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Chain-of-Thought (CoT)"}],"\nDemandez au LLM de \"penser à voix haute\" pour améliorer le raisonnement."]}]
34:["$","pre","pre-6",{"children":["$","code","code-0",{"className":"block bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto my-4 font-mono text-sm shadow-lg","children":"Résous ce problème étape par étape :\nUne entreprise a 120 employés. Elle embauche 20% de plus, puis licencie 10% de l'effectif total. Combien d'employés reste-t-il ?\n"}]}]
35:["$","p","p-20",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Role Prompting"}],"\nDonnez un rôle au LLM."]}]
36:["$","pre","pre-7",{"children":["$","code","code-0",{"className":"block bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto my-4 font-mono text-sm shadow-lg","children":"Tu es un expert en cybersécurité avec 15 ans d'expérience. Analyse ce code et identifie les vulnérabilités potentielles.\n"}]}]
37:["$","hr","hr-5",{}]
38:["$","h2","h2-6",{"className":"text-3xl font-semibold mb-4 mt-12 text-gray-800 border-b pb-2","children":"Conclusion"}]
39:["$","p","p-21",{"className":"mb-4 text-gray-600 leading-relaxed","children":"Le prompt engineering est une compétence qui s'apprend et se perfectionne. En évitant ces 5 erreurs courantes, vous améliorerez drastiquement la qualité des réponses de vos LLMs."}]
3a:["$","p","p-22",{"className":"mb-4 text-gray-600 leading-relaxed","children":[["$","strong","strong-0",{"children":"Chez Ikasia"}],", nous enseignons le prompt engineering dans toutes nos formations, avec des exercices pratiques sur vos cas d'usage réels."]}]
3b:["$","div",null,{"className":"mt-12 pt-8 border-t border-slate-100 dark:border-slate-800","children":[["$","h3",null,{"className":"text-lg font-semibold mb-4","children":"Tags"}],["$","div",null,{"className":"flex flex-wrap gap-2","children":[["$","span","PromptEngineering",{"data-slot":"badge","className":"inline-flex items-center justify-center rounded-full border px-2 py-0.5 text-xs font-medium w-fit whitespace-nowrap shrink-0 [&>svg]:size-3 gap-1 [&>svg]:pointer-events-none focus-visible:border-ring focus-visible:ring-ring/50 focus-visible:ring-[3px] aria-invalid:ring-destructive/20 dark:aria-invalid:ring-destructive/40 aria-invalid:border-destructive transition-[color,box-shadow] overflow-hidden [a&]:hover:bg-accent [a&]:hover:text-accent-foreground text-slate-600","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":12,"height":12,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-tag mr-1","aria-hidden":"true","children":[["$","path","vktsd0",{"d":"M12.586 2.586A2 2 0 0 0 11.172 2H4a2 2 0 0 0-2 2v7.172a2 2 0 0 0 .586 1.414l8.704 8.704a2.426 2.426 0 0 0 3.42 0l6.58-6.58a2.426 2.426 0 0 0 0-3.42z"}],["$","circle","kqv944",{"cx":"7.5","cy":"7.5","r":".5","fill":"currentColor"}],"$undefined"]}]," ","PromptEngineering"]}],["$","span","LLM",{"data-slot":"badge","className":"inline-flex items-center justify-center rounded-full border px-2 py-0.5 text-xs font-medium w-fit whitespace-nowrap shrink-0 [&>svg]:size-3 gap-1 [&>svg]:pointer-events-none focus-visible:border-ring focus-visible:ring-ring/50 focus-visible:ring-[3px] aria-invalid:ring-destructive/20 dark:aria-invalid:ring-destructive/40 aria-invalid:border-destructive transition-[color,box-shadow] overflow-hidden [a&]:hover:bg-accent [a&]:hover:text-accent-foreground text-slate-600","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":12,"height":12,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-tag mr-1","aria-hidden":"true","children":[["$","path","vktsd0",{"d":"M12.586 2.586A2 2 0 0 0 11.172 2H4a2 2 0 0 0-2 2v7.172a2 2 0 0 0 .586 1.414l8.704 8.704a2.426 2.426 0 0 0 3.42 0l6.58-6.58a2.426 2.426 0 0 0 0-3.42z"}],["$","circle","kqv944",{"cx":"7.5","cy":"7.5","r":".5","fill":"currentColor"}],"$undefined"]}]," ","LLM"]}],["$","span","BestPractices",{"data-slot":"badge","className":"inline-flex items-center justify-center rounded-full border px-2 py-0.5 text-xs font-medium w-fit whitespace-nowrap shrink-0 [&>svg]:size-3 gap-1 [&>svg]:pointer-events-none focus-visible:border-ring focus-visible:ring-ring/50 focus-visible:ring-[3px] aria-invalid:ring-destructive/20 dark:aria-invalid:ring-destructive/40 aria-invalid:border-destructive transition-[color,box-shadow] overflow-hidden [a&]:hover:bg-accent [a&]:hover:text-accent-foreground text-slate-600","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":12,"height":12,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-tag mr-1","aria-hidden":"true","children":[["$","path","vktsd0",{"d":"M12.586 2.586A2 2 0 0 0 11.172 2H4a2 2 0 0 0-2 2v7.172a2 2 0 0 0 .586 1.414l8.704 8.704a2.426 2.426 0 0 0 3.42 0l6.58-6.58a2.426 2.426 0 0 0 0-3.42z"}],["$","circle","kqv944",{"cx":"7.5","cy":"7.5","r":".5","fill":"currentColor"}],"$undefined"]}]," ","BestPractices"]}]]}]]}]
3c:I[69286,["/_next/static/chunks/e70cf233ca02384a.js","/_next/static/chunks/c72270908abd0eb3.js","/_next/static/chunks/d27307698ed538b1.js"],"default"]
e:["$","$L3c",null,{"ref":null,"href":"/fr/blog","locale":"$undefined","localeCookie":{"name":"NEXT_LOCALE","sameSite":"lax"},"children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-arrow-left mr-2 h-4 w-4","aria-hidden":"true","children":[["$","path","1l729n",{"d":"m12 19-7-7 7-7"}],["$","path","x3x0zl",{"d":"M19 12H5"}],"$undefined"]}]," Retour au blog"],"data-slot":"button","className":"inline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium disabled:pointer-events-none disabled:opacity-50 [&_svg]:pointer-events-none [&_svg:not([class*='size-'])]:size-4 shrink-0 [&_svg]:shrink-0 outline-none focus-visible:border-ring focus-visible:ring-ring/50 focus-visible:ring-[3px] aria-invalid:ring-destructive/20 dark:aria-invalid:ring-destructive/40 aria-invalid:border-destructive dark:hover:bg-accent/50 h-9 px-4 py-2 has-[>svg]:px-3 mb-8 pl-0 hover:pl-0 hover:bg-transparent text-slate-500 hover:text-primary transition-colors"}]
4:["$","html",null,{"lang":"fr","className":"inter_5901b7c6-module__ec5Qua__variable poppins_42fdbe96-module__6Gf6Dq__variable playfair_display_dc3b86c2-module__wRxeBG__variable","suppressHydrationWarning":true,"children":["$","body",null,{"className":"min-h-screen flex flex-col font-sans","suppressHydrationWarning":true,"children":"$L3d"}]}]
3e:I[4200,["/_next/static/chunks/e70cf233ca02384a.js","/_next/static/chunks/c72270908abd0eb3.js","/_next/static/chunks/d27307698ed538b1.js"],"default"]
3d:["$","$L3e",null,{"formats":"$undefined","locale":"fr","messages":{"home":{"hero":{"title":"Formation IA pour les entreprises qui veulent rester compétitives","subtitle":"Formez vos équipes à l'IA générative, au Machine Learning et à la Data Science. Des programmes sur mesure pour dirigeants, managers et experts techniques.","cta_primary":"Découvrir nos formations","cta_secondary":"Parler à un expert"},"vision":{"title":"Une approche humaine de l'IA","subtitle":"Chez Ikasia, nous croyons que l'intelligence artificielle doit augmenter l'humain, pas le remplacer. Nos formations sont conçues pour vous donner les clés de cette technologie, avec une approche éthique et pragmatique.","cta":"Notre philosophie"},"value_prop":{"title":"Pourquoi choisir Ikasia ?","dictionary":{"word":"ikasi","phonetic":"/i.ka.si/","type":"verbe (basque)","definition":"apprendre"},"quote":"Nous unissons cette soif d'apprendre à la puissance de l'Intelligence Artificielle pour éveiller le potentiel de chaque collaborateur.","items":[{"title":"Expertise Terrain","description":"Formateurs consultants actifs sur des projets IA réels."},{"title":"Approche Pragmatique","description":"Pas de théorie inutile, focus sur les cas d'usage business."},{"title":"Sur Mesure","description":"Programmes adaptés à votre secteur et votre maturité data."}]},"featured_courses":{"title":"Nos formations à la une","view_all":"Voir toutes les formations"}},"nav":{"home":"Accueil","formations":"Formations","workshops":"Ateliers","about":"À propos","blog":"Blog","contact":"Contact"},"cta":{"request_quote":"Demander un devis","learn_more":"En savoir plus","download_catalog":"Télécharger le catalogue"},"hero":{"title":"L'IA par ceux qui la font. Pour ceux qui veulent la maîtriser.","subtitle":"Ikasia forme les professionnels et les entreprises à l'intelligence artificielle avec une approche pratique, accessible et alignée sur l'état de l'art technologique."},"devis":{"title":"Demander un devis groupe","subtitle":"Vous souhaitez former une équipe ? Remplissez ce formulaire pour recevoir une proposition sur mesure adaptée à vos enjeux et à votre budget.","form":{"title":"Votre projet de formation","subtitle":"Dites-nous en plus sur vos besoins","firstName":"Prénom","lastName":"Nom","email":"Email professionnel","phone":"Téléphone","company":"Entreprise","role":"Poste","participants":"Nombre de participants (estimé)","trainings":"Formations souhaitées","format":"Format préféré","formats":{"online":"Distanciel (Visio)","onsite":"Présentiel (Vos locaux)","hybrid":"Hybride"},"message":"Message (contexte, objectifs, dates souhaitées...)","submit":"Recevoir mon devis","submitting":"Envoi en cours...","success":{"title":"Demande reçue !","message":"Merci de votre intérêt. Notre équipe va étudier votre demande et vous enverra une proposition sous 24-48h.","button":"Retour à l'accueil"}}}},"now":"$undefined","timeZone":"Europe/Paris","children":["$","div",null,{"className":"flex min-h-screen flex-col","children":["$L3f",["$","main",null,{"className":"flex-1","children":["$","$L2",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$L3",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":"$undefined","forbidden":"$undefined","unauthorized":"$undefined"}]}],["$","footer",null,{"className":"bg-gray-50 border-t","children":["$","div",null,{"className":"container py-12 md:py-16","children":[["$","div",null,{"className":"grid grid-cols-1 md:grid-cols-4 gap-8","children":[["$","div",null,{"className":"space-y-4","children":["$L40",["$","p",null,{"className":"text-sm text-gray-500","children":"Formation et conseil en Intelligence Artificielle pour les entreprises et les professionnels."}]]}],["$","div",null,{"children":[["$","h3",null,{"className":"font-semibold mb-4","children":"Formations"}],["$","ul",null,{"className":"space-y-2 text-sm text-gray-500","children":[["$","li",null,{"children":"$L41"}],["$","li",null,{"children":"$L42"}],["$","li",null,{"children":"$L43"}]]}]]}],["$","div",null,{"children":[["$","h3",null,{"className":"font-semibold mb-4","children":"Entreprise"}],"$L44"]}],"$L45"]}],"$L46"]}]}],"$L47"]}]}]
4f:I[40030,["/_next/static/chunks/e70cf233ca02384a.js","/_next/static/chunks/c72270908abd0eb3.js","/_next/static/chunks/d27307698ed538b1.js"],"CookieConsent"]
56:I[29748,["/_next/static/chunks/e70cf233ca02384a.js","/_next/static/chunks/c72270908abd0eb3.js","/_next/static/chunks/d27307698ed538b1.js"],"LanguageSwitcher"]
44:["$","ul",null,{"className":"space-y-2 text-sm text-gray-500","children":[["$","li",null,{"children":"$L48"}],["$","li",null,{"children":"$L49"}],["$","li",null,{"children":"$L4a"}]]}]
45:["$","div",null,{"children":[["$","h3",null,{"className":"font-semibold mb-4","children":"Légal"}],["$","ul",null,{"className":"space-y-2 text-sm text-gray-500","children":[["$","li",null,{"children":"$L4b"}],["$","li",null,{"children":"$L4c"}],["$","li",null,{"children":"$L4d"}],["$","li",null,{"children":"$L4e"}]]}]]}]
46:["$","div",null,{"className":"mt-12 pt-8 border-t text-center text-sm text-gray-500","children":["© ",2025," Ikasia.ai. Tous droits réservés."]}]
47:["$","$L4f",null,{}]
a:[["$","meta","0",{"charSet":"utf-8"}],["$","meta","1",{"name":"viewport","content":"width=device-width, initial-scale=1"}]]
3f:["$","header",null,{"className":"sticky top-0 z-50 w-full border-b bg-background/95 backdrop-blur supports-[backdrop-filter]:bg-background/60","children":["$","div",null,{"className":"container flex h-16 items-center justify-between","children":[["$","div",null,{"className":"flex items-center","children":"$L50"}],["$","nav",null,{"className":"hidden md:flex gap-6 items-center","children":["$L51","$L52","$L53","$L54","$L55"]}],["$","div",null,{"className":"flex items-center gap-4","children":[["$","$L56",null,{}],"$L57"]}]]}]}]
40:["$","$L3c",null,{"ref":"$undefined","href":"/fr","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"inline-block","children":["$","$Lf",null,{"src":"/images/logo.jpg","alt":"Ikasia Logo","width":300,"height":100,"className":"w-64 h-auto"}]}]
41:["$","$L3c",null,{"ref":"$undefined","href":"/fr/formations","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"hover:text-primary","children":"Stratégie IA"}]
42:["$","$L3c",null,{"ref":"$undefined","href":"/fr/formations","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"hover:text-primary","children":"IA pour Managers"}]
43:["$","$L3c",null,{"ref":"$undefined","href":"/fr/formations","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"hover:text-primary","children":"Data Science Bootcamp"}]
48:["$","$L3c",null,{"ref":"$undefined","href":"/fr/a-propos","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"hover:text-primary","children":"À propos"}]
49:["$","$L3c",null,{"ref":"$undefined","href":"/fr/blog","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"hover:text-primary","children":"Blog"}]
4a:["$","$L3c",null,{"ref":"$undefined","href":"/fr/contact","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"hover:text-primary","children":"Contact"}]
4b:["$","$L3c",null,{"ref":"$undefined","href":"/fr/legal/mentions-legales","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"hover:text-primary","children":"Mentions Légales"}]
4c:["$","$L3c",null,{"ref":"$undefined","href":"/fr/legal/confidentialite","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"hover:text-primary","children":"Confidentialité"}]
4d:["$","$L3c",null,{"ref":"$undefined","href":"/fr/legal/cookies","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"hover:text-primary","children":"Cookies"}]
4e:["$","$L3c",null,{"ref":"$undefined","href":"/fr/legal/cgv","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"hover:text-primary","children":"CGV"}]
50:["$","$L3c",null,{"ref":"$undefined","href":"/fr","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"flex items-center space-x-2","children":["$","div",null,{"className":"h-10 overflow-hidden flex items-end","children":["$","$Lf",null,{"src":"/images/logo.jpg","alt":"Ikasia Logo","width":200,"height":200,"className":"w-auto h-24 object-cover object-bottom -mb-2"}]}]}]
51:["$","$L3c",null,{"ref":"$undefined","href":"/fr/formations","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"text-sm font-medium hover:text-primary transition-colors","children":"Formations"}]
52:["$","$L3c",null,{"ref":"$undefined","href":"/fr/ateliers","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"text-sm font-medium hover:text-primary transition-colors","children":"Ateliers"}]
53:["$","$L3c",null,{"ref":"$undefined","href":"/fr/a-propos","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"text-sm font-medium hover:text-primary transition-colors","children":"À propos"}]
54:["$","$L3c",null,{"ref":"$undefined","href":"/fr/blog","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"text-sm font-medium hover:text-primary transition-colors","children":"Blog"}]
55:["$","$L3c",null,{"ref":"$undefined","href":"/fr/contact","locale":"$undefined","localeCookie":"$e:props:localeCookie","className":"text-sm font-medium hover:text-primary transition-colors","children":"Contact"}]
57:["$","$L3c",null,{"ref":null,"href":"/fr/contact","locale":"$undefined","localeCookie":"$e:props:localeCookie","children":"Contact","data-slot":"button","className":"items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium transition-all disabled:pointer-events-none disabled:opacity-50 [&_svg]:pointer-events-none [&_svg:not([class*='size-'])]:size-4 shrink-0 [&_svg]:shrink-0 outline-none focus-visible:border-ring focus-visible:ring-ring/50 focus-visible:ring-[3px] aria-invalid:ring-destructive/20 dark:aria-invalid:ring-destructive/40 aria-invalid:border-destructive bg-primary text-primary-foreground hover:bg-primary/90 h-9 px-4 py-2 has-[>svg]:px-3 hidden md:inline-flex"}]
58:I[98433,["/_next/static/chunks/b292ef59945299fb.js","/_next/static/chunks/db1ed03dad8fa1ad.js"],"IconMark"]
c:[["$","title","0",{"children":"5 erreurs courantes en prompt engineering (et comment les éviter) | Blog Ikasia"}],["$","meta","1",{"name":"description","content":"Le prompt engineering est devenu une compétence essentielle. Voici les 5 erreurs les plus courantes et comment les éviter."}],["$","meta","2",{"property":"og:title","content":"5 erreurs courantes en prompt engineering (et comment les éviter)"}],["$","meta","3",{"property":"og:description","content":"Le prompt engineering est devenu une compétence essentielle. Voici les 5 erreurs les plus courantes et comment les éviter."}],["$","meta","4",{"property":"og:type","content":"article"}],["$","meta","5",{"property":"article:published_time","content":"2024-12-20"}],["$","meta","6",{"property":"article:author","content":"Dr. Sophie Laurent"}],["$","meta","7",{"property":"article:tag","content":"PromptEngineering"}],["$","meta","8",{"property":"article:tag","content":"LLM"}],["$","meta","9",{"property":"article:tag","content":"BestPractices"}],["$","meta","10",{"name":"twitter:card","content":"summary"}],["$","meta","11",{"name":"twitter:title","content":"5 erreurs courantes en prompt engineering (et comment les éviter)"}],["$","meta","12",{"name":"twitter:description","content":"Le prompt engineering est devenu une compétence essentielle. Voici les 5 erreurs les plus courantes et comment les éviter."}],["$","link","13",{"rel":"icon","href":"/favicon.ico?favicon.0b3bf435.ico","sizes":"256x256","type":"image/x-icon"}],["$","$L58","14",{}]]
8:null