{"id":119737,"date":"2024-03-25T17:29:00","date_gmt":"2024-03-25T16:29:00","guid":{"rendered":"https:\/\/powell-software.com\/?p=119737"},"modified":"2024-07-23T10:31:34","modified_gmt":"2024-07-23T09:31:34","slug":"comment-former-chatbot-depuis-ses-propres-donnees","status":"publish","type":"post","link":"https:\/\/powell-software.com\/fr\/resources\/blog\/comment-former-chatbot-depuis-ses-propres-donnees\/","title":{"rendered":"Comment former un chatbot depuis ses propres donn\u00e9es"},"content":{"rendered":"<h2 style=\"text-align: center;\">Comprendre les bases de la formation d&#8217;un chatbot<\/h2>\n<h3 style=\"text-align: justify;\">Qu&#8217;est-ce qu&#8217;un chatbot ?<\/h3>\n<p>La premi\u00e8re question que vous pouvez vous poser est <strong>qu&#8217;est-ce qu&#8217;un chatbot<\/strong> ou bien <a href=\"https:\/\/powell-software.com\/fr\/resources\/blog\/a-quoi-sert-chatbot\/\"><strong>\u00e0 quoi sert un chatbot<\/strong><\/a> ?<\/p>\n<p style=\"text-align: justify;\">Un <a href=\"https:\/\/powell-software.com\/fr\/resources\/blog\/chatbot\/\"><strong>chatbot<\/strong><\/a> est un programme informatique capable de simuler une conversation avec un utilisateur humain. Il peut \u00eatre utilis\u00e9 pour fournir des informations, r\u00e9pondre aux questions, et m\u00eame effectuer des t\u00e2ches simples.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">Comment fonctionne un chatbot ?<\/h3>\n<p style=\"text-align: justify;\"><strong>Les chatbots utilisent g\u00e9n\u00e9ralement deux technologies principales :<\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li><strong>Le traitement du langage naturel (NLP)<\/strong>\u00a0pour comprendre les intentions de l&#8217;utilisateur<\/li>\n<li><strong>L&#8217;apprentissage automatique (ML)<\/strong>\u00a0pour g\u00e9n\u00e9rer des r\u00e9ponses appropri\u00e9es<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">Les chatbots, en tant qu&#8217;application d&#8217;intelligence artificielle (IA), utilisent le traitement du langage naturel (NLP) et l&#8217;apprentissage automatique (ML) pour poser des questions et r\u00e9pondre aux demandes des clients de mani\u00e8re interactive et personnalis\u00e9e.<\/p>\n<p>&nbsp;<\/p>\n<p>Il est essentiel de comprendre comment vous pouvez optimiser l&#8217;utilisation des chatbots pour votre entreprise. <strong>Voici quelques informations \u00e0 conna\u00eetre sur la mani\u00e8re de <a href=\"https:\/\/powell-software.com\/fr\/resources\/blog\/comment-savoir-si-un-contenu-a-ete-redige-par-chatbot\/\">savoir si un continu a \u00e9t\u00e9 r\u00e9dig\u00e9 par un chatbot<\/a>, de <a href=\"https:\/\/powell-software.com\/fr\/resources\/blog\/comment-rendre-chatbot-indetectable\/\">rendre un chatbot ind\u00e9tectable<\/a>, de comprendre d&#8217;<a href=\"https:\/\/powell-software.com\/fr\/resources\/blog\/comment-former-chatbot-depuis-ses-propres-donnees\/\">o\u00f9 un chatbot r\u00e9cup\u00e8re ses informations<\/a>, sans oublier les <a href=\"https:\/\/powell-software.com\/fr\/resources\/blog\/meilleures-application-chatbot-intelligence-artificielle\/\">meilleures applications de chatbot utilisant l&#8217;intelligence artificielle<\/a>.<\/strong><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">Les diff\u00e9rents types de chatbots<\/h3>\n<p style=\"text-align: justify;\"><strong>Il existe plusieurs types de chatbots, chacun ayant ses propres caract\u00e9ristiques et ses propres applications :<\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li><strong>Chatbots bas\u00e9s sur des r\u00e8gles:<\/strong>\u00a0ces chatbots suivent un ensemble de r\u00e8gles pr\u00e9d\u00e9finies pour r\u00e9pondre aux questions des utilisateurs.<\/li>\n<li><strong>Chatbots bas\u00e9s sur des mod\u00e8les statistiques:<\/strong>\u00a0ces chatbots utilisent des mod\u00e8les statistiques pour pr\u00e9dire la r\u00e9ponse la plus probable \u00e0 une question donn\u00e9e.<\/li>\n<li><strong>Chatbots bas\u00e9s sur l&#8217;apprentissage profond:<\/strong>\u00a0ces chatbots utilisent des r\u00e9seaux de neurones profonds pour comprendre les intentions de l&#8217;utilisateur et g\u00e9n\u00e9rer des r\u00e9ponses plus naturelles.<\/li>\n<\/ul>\n<p style=\"text-align: center;\"><img fetchpriority=\"low\" loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-119550\" src=\"https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/chatbot3.jpg\" alt=\"donn\u00e9es d'un chatbot\" width=\"545\" height=\"363\" srcset=\"https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/chatbot3.jpg 1254w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/chatbot3-480x320.jpg 480w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/chatbot3-1200x800.jpg 1200w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/chatbot3-768x512.jpg 768w\" sizes=\"auto, (max-width: 545px) 100vw, 545px\" \/><\/p>\n<h2 style=\"text-align: center;\">Collecte et pr\u00e9paration des donn\u00e9es d&#8217;un chatbot<\/h2>\n<h3 style=\"text-align: justify;\">Les sources de donn\u00e9es<\/h3>\n<p style=\"text-align: justify;\">La premi\u00e8re \u00e9tape consiste \u00e0 collecter les donn\u00e9es qui seront utilis\u00e9es pour former le chatbot.<\/p>\n<p style=\"text-align: justify;\"><strong>Voici quelques sources de donn\u00e9es possibles :<\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>Votre propre base de donn\u00e9es client<\/li>\n<li>Des conversations sur les r\u00e9seaux sociaux<\/li>\n<li>Des forums en ligne<\/li>\n<li>Des articles de blog<\/li>\n<li>Des FAQ<\/li>\n<li>Des scripts de dialogue<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">Par exemple, un chatbot IA d\u00e9di\u00e9 au service client peut \u00eatre aliment\u00e9 avec des donn\u00e9es issues des interactions pr\u00e9c\u00e9dentes, permettant ainsi de mieux comprendre et anticiper les demandes des clients lors de la mise \u00e0 jour du syst\u00e8me.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">La pr\u00e9paration des donn\u00e9es<\/h3>\n<p style=\"text-align: justify;\">Une fois les donn\u00e9es collect\u00e9es, il faut les pr\u00e9parer pour le chatbot.<\/p>\n<p style=\"text-align: justify;\">Cela consiste \u00e0 les nettoyer et \u00e0 les formater de mani\u00e8re \u00e0 ce que le chatbot puisse les comprendre.<\/p>\n<p style=\"text-align: justify;\"><strong>Voici quelques \u00e9tapes de pr\u00e9paration des donn\u00e9es :<\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>Supprimer les doublons<\/li>\n<li>Corriger les erreurs grammaticales<\/li>\n<li>Normaliser le formatage<\/li>\n<li>Annoter les donn\u00e9es avec des intentions<\/li>\n<li>Cr\u00e9er des ensembles de donn\u00e9es pour diff\u00e9rents types de conversations<\/li>\n<\/ul>\n<p style=\"text-align: center;\"><img fetchpriority=\"low\" loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-119556\" src=\"https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/alternative-4-1.jpg\" alt=\"Choix de la plateforme chatbot\" width=\"555\" height=\"347\" srcset=\"https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/alternative-4-1.jpg 1296w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/alternative-4-1-480x300.jpg 480w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/alternative-4-1-1200x750.jpg 1200w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/alternative-4-1-768x480.jpg 768w\" sizes=\"auto, (max-width: 555px) 100vw, 555px\" \/><\/p>\n<h2 style=\"text-align: center;\">Choix de la plateforme de d\u00e9veloppement de chatbot<\/h2>\n<h3 style=\"text-align: justify;\">Les fonctionnalit\u00e9s \u00e0 prendre en compte<\/h3>\n<p style=\"text-align: justify;\">Il existe de nombreuses plateformes de d\u00e9veloppement de chatbot disponibles sur le march\u00e9.<\/p>\n<p style=\"text-align: justify;\"><strong>Voici quelques facteurs \u00e0 prendre en compte lors du choix d&#8217;une plateforme :<\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>Le type de chatbot que vous souhaitez cr\u00e9er<\/li>\n<li>Les fonctionnalit\u00e9s dont vous avez besoin<\/li>\n<li>Votre budget<\/li>\n<li>Vos comp\u00e9tences techniques<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">Les plateformes populaires<\/h3>\n<p style=\"text-align: justify;\"><strong>Voici plusieurs exemples de plateformes populaires de chatbot :<\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>Dialogflow<\/li>\n<li>Rasa<\/li>\n<li>Chatfuel<\/li>\n<li>ManyChat<\/li>\n<li>Botsify<\/li>\n<li>Flow XO<\/li>\n<li>MEOKAY<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">Lors de la mise en place de votre chatbot IA, choisir une plateforme qui facilite l&#8217;int\u00e9gration et la mise \u00e0 jour de vos donn\u00e9es est crucial pour maintenir l&#8217;efficacit\u00e9 de votre service face aux \u00e9volutions des demandes des clients.<\/p>\n<p style=\"text-align: center;\"><img fetchpriority=\"low\" loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-119568\" src=\"https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/analytics-1.jpg\" alt=\"Formation du mod\u00e8le de chatbot\" width=\"593\" height=\"395\" srcset=\"https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/analytics-1.jpg 1255w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/analytics-1-480x320.jpg 480w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/analytics-1-1200x799.jpg 1200w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/analytics-1-768x512.jpg 768w\" sizes=\"auto, (max-width: 593px) 100vw, 593px\" \/><\/p>\n<h2 style=\"text-align: center;\">Formation du mod\u00e8le de chatbot<\/h2>\n<h3 style=\"text-align: justify;\">Le processus d&#8217;apprentissage automatique<\/h3>\n<p style=\"text-align: justify;\">Une fois que vous avez choisi une plateforme et pr\u00e9par\u00e9 vos donn\u00e9es, vous pouvez commencer \u00e0 former le mod\u00e8le de chatbot.<\/p>\n<p style=\"text-align: justify;\">La plupart des plateformes utilisent un processus d&#8217;apprentissage automatique pour entra\u00eener le mod\u00e8le.<\/p>\n<p style=\"text-align: justify;\">Ce processus consiste \u00e0 fournir au mod\u00e8le les donn\u00e9es d&#8217;apprentissage et \u00e0 lui demander de les analyser.<\/p>\n<p style=\"text-align: justify;\">Au fur et \u00e0 mesure que le mod\u00e8le analyse les donn\u00e9es, il apprend \u00e0 identifier les intentions de l&#8217;utilisateur et \u00e0 g\u00e9n\u00e9rer des r\u00e9ponses appropri\u00e9es.<\/p>\n<p style=\"text-align: justify;\">Il est essentiel de r\u00e9guli\u00e8rement mettre \u00e0 jour le mod\u00e8le de votre chatbot IA avec de nouvelles donn\u00e9es pour am\u00e9liorer sa capacit\u00e9 \u00e0 poser des questions pertinentes et \u00e0 r\u00e9pondre de mani\u00e8re pr\u00e9cise aux demandes des clients.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">Les diff\u00e9rents types d&#8217;apprentissage<\/h3>\n<p style=\"text-align: justify;\"><strong>Il existe plusieurs types d&#8217;apprentissage automatique que vous pouvez utiliser pour former votre chatbot :<\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li><strong>Apprentissage supervis\u00e9:<\/strong>\u00a0le mod\u00e8le est entra\u00een\u00e9 sur un ensemble de donn\u00e9es \u00e9tiquet\u00e9es avec des intentions et des r\u00e9ponses.<\/li>\n<li><strong>Apprentissage non supervis\u00e9:<\/strong>\u00a0le mod\u00e8le apprend \u00e0 partir de donn\u00e9es non \u00e9tiquet\u00e9es.<\/li>\n<li><strong>Apprentissage par renforcement:<\/strong>\u00a0le mod\u00e8le est r\u00e9compens\u00e9 pour ses bonnes r\u00e9ponses et p\u00e9nalis\u00e9 pour ses mauvaises r\u00e9ponses.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">L&#8217;importance de la qualit\u00e9 des donn\u00e9es<\/h3>\n<p style=\"text-align: justify;\"><strong>N&#8217;oubliez pas que le succ\u00e8s d&#8217;un chatbot d\u00e9pend de la qualit\u00e9 des donn\u00e9es utilis\u00e9es pour le former.<\/strong><\/p>\n<p style=\"text-align: justify;\">L&#8217;importance de la qualit\u00e9 des donn\u00e9es dans la formation d&#8217;un chatbot ne saurait \u00eatre sous-estim\u00e9e. Les donn\u00e9es constituent le fondement sur lequel repose l&#8217;apprentissage et le d\u00e9veloppement du chatbot. Elles sont cruciales non seulement pour permettre au chatbot de comprendre et de r\u00e9pondre de mani\u00e8re appropri\u00e9e aux requ\u00eates des utilisateurs, mais aussi pour assurer que les interactions soient pertinentes, pr\u00e9cises et utiles.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">Les outils et services compl\u00e9mentaires<\/h3>\n<p style=\"text-align: justify;\">Plusieurs outils et services peuvent vous aider \u00e0 am\u00e9liorer la formation de votre chatbot :<\/p>\n<ul style=\"text-align: justify;\">\n<li><strong>Les outils de traduction automatique<\/strong>\u00a0peuvent vous aider \u00e0 former votre chatbot avec des donn\u00e9es multilingues.<\/li>\n<li><strong>Les services de transcription<\/strong> peuvent vous aider \u00e0 convertir des enregistrements audio et vid\u00e9o en texte pour la formation.<\/li>\n<li><strong>Les outils d&#8217;annotation de donn\u00e9es<\/strong>\u00a0peuvent vous aider \u00e0 \u00e9tiqueter vos donn\u00e9es avec des intentions et des entit\u00e9s.<\/li>\n<\/ul>\n<p style=\"text-align: center;\"><img fetchpriority=\"low\" loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-119574\" src=\"https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/chatbot2.jpg\" alt=\"Tests ajustements et d\u00e9ploiement chatbot\" width=\"598\" height=\"428\" srcset=\"https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/chatbot2.jpg 1212w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/chatbot2-480x343.jpg 480w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/chatbot2-1200x857.jpg 1200w, https:\/\/powell-software.com\/wp-content\/uploads\/2024\/02\/chatbot2-768x549.jpg 768w\" sizes=\"auto, (max-width: 598px) 100vw, 598px\" \/><\/p>\n<h2 style=\"text-align: center;\">Tests, ajustements et d\u00e9ploiement<\/h2>\n<h3 style=\"text-align: justify;\">L&#8217;importance des tests<\/h3>\n<p style=\"text-align: justify;\">Une fois le mod\u00e8le form\u00e9, il est important de le tester et de l&#8217;ajuster.<\/p>\n<p style=\"text-align: justify;\">Tester votre chatbot IA permet de s&#8217;assurer qu&#8217;il est capable de poser des questions de mani\u00e8re naturelle et de r\u00e9pondre efficacement aux demandes des clients, ce qui est crucial pour une exp\u00e9rience utilisateur r\u00e9ussie.<\/p>\n<p style=\"text-align: justify;\"><strong>Vous pouvez le faire en le faisant passer des tests avec des utilisateurs r\u00e9els.<\/strong><\/p>\n<p style=\"text-align: justify;\"><strong>Voici quelques \u00e9l\u00e9ments \u00e0 tester :<\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>La capacit\u00e9 du chatbot \u00e0 comprendre les intentions de l&#8217;utilisateur<\/li>\n<li>La pertinence et la clart\u00e9 des r\u00e9ponses du chatbot<\/li>\n<li>La fluidit\u00e9 et le naturel de la conversation<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">L&#8217;ajustement du mod\u00e8le<\/h3>\n<p style=\"text-align: justify;\">En fonction des r\u00e9sultats des tests, vous pouvez ajuster le mod\u00e8le pour am\u00e9liorer ses performances.<\/p>\n<p style=\"text-align: justify;\"><strong>Voici quelques techniques d&#8217;ajustement :<\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>Ajouter plus de donn\u00e9es d&#8217;apprentissage<\/li>\n<li>Ajuster les param\u00e8tres du mod\u00e8le<\/li>\n<li>Ajouter des r\u00e8gles sp\u00e9cifiques<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">Le d\u00e9ploiement du chatbot<\/h3>\n<p style=\"text-align: justify;\">Une fois que le mod\u00e8le est satisfaisant, vous pouvez le d\u00e9ployer en production.<\/p>\n<p style=\"text-align: justify;\">Cela signifie que vous pouvez le mettre \u00e0 la disposition des utilisateurs afin qu&#8217;ils puissent l&#8217;utiliser pour interagir avec votre entreprise ou votre projet.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">Exemples concrets d&#8217;utilisation<\/h3>\n<h4 style=\"text-align: justify;\">Service client<\/h4>\n<p style=\"text-align: justify;\">Un chatbot peut \u00eatre utilis\u00e9 pour r\u00e9pondre aux questions fr\u00e9quemment pos\u00e9es des clients, r\u00e9soudre les probl\u00e8mes simples et rediriger les clients vers les agents humains lorsqu&#8217;ils en ont besoin.<\/p>\n<p>&nbsp;<\/p>\n<h4 style=\"text-align: justify;\">Marketing<\/h4>\n<p style=\"text-align: justify;\">Un chatbot peut \u00eatre utilis\u00e9 pour qualifier des leads, diffuser des informations marketing et collecter des donn\u00e9es sur les clients.<\/p>\n<p>&nbsp;<\/p>\n<h4 style=\"text-align: justify;\">Ventes<\/h4>\n<p style=\"text-align: justify;\">Un chatbot peut \u00eatre utilis\u00e9 pour pr\u00e9senter des produits et services, g\u00e9rer les rendez-vous et conclure des ventes simples.<\/p>\n<p>&nbsp;<\/p>\n<h4 style=\"text-align: justify;\">Ressources humaines<\/h4>\n<p style=\"text-align: justify;\">Un chatbot peut \u00eatre utilis\u00e9 pour r\u00e9pondre aux questions des employ\u00e9s sur les politiques de l&#8217;entreprise, les avantages sociaux et les cong\u00e9s.<\/p>\n<p>&nbsp;<\/p>\n<h4 style=\"text-align: justify;\">Education<\/h4>\n<p style=\"text-align: justify;\">Un chatbot peut \u00eatre utilis\u00e9 pour fournir des informations aux \u00e9tudiants, r\u00e9pondre \u00e0 leurs questions et les aider \u00e0 r\u00e9soudre des probl\u00e8mes.<\/p>\n<p>&nbsp;<\/p>\n<h4 style=\"text-align: justify;\">Sant\u00e9<\/h4>\n<p style=\"text-align: justify;\">Un chatbot peut \u00eatre utilis\u00e9 pour fournir des informations sur la sant\u00e9, r\u00e9pondre aux questions des patients et les orienter vers les professionnels de sant\u00e9 appropri\u00e9s.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\">Les b\u00e9n\u00e9fices et les d\u00e9fis<\/h3>\n<h4 style=\"text-align: justify;\">Les b\u00e9n\u00e9fices<\/h4>\n<ul style=\"text-align: justify;\">\n<li>Am\u00e9lioration de l&#8217;exp\u00e9rience client<\/li>\n<li>R\u00e9duction des co\u00fbts<\/li>\n<li>Augmentation de l&#8217;efficacit\u00e9<\/li>\n<li>Disponibilit\u00e9 24\/7<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4 style=\"text-align: justify;\">Les d\u00e9fis<\/h4>\n<ul style=\"text-align: justify;\">\n<li>Collecte et pr\u00e9paration des donn\u00e9es<\/li>\n<li>Choix de la plateforme<\/li>\n<li>Formation du mod\u00e8le<\/li>\n<li>Tests et ajustements<\/li>\n<li>Acceptation par les utilisateurs<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\">Powell Buddy : r\u00e9volutionnez votre communication interne gr\u00e2ce \u00e0 l\u2019IA<\/h2>\n<p>On peut le dire : les chatbots GPT repr\u00e9sentent une v\u00e9ritable r\u00e9volution dans la communication avec les clients.<\/p>\n<p>Chez Powell Software, nous sommes all\u00e9s encore plus loin. Nous avons d\u00e9velopp\u00e9 Powell Buddy, un assistant IA qui utilise la technologie des chatbots GPT pour augmenter la cr\u00e9ation de contenu sur Powell Intranet. Gr\u00e2ce \u00e0 Powell Buddy, vous pouvez am\u00e9liorer l\u2019exp\u00e9rience utilisateur, gagner du temps et augmenter l\u2019efficacit\u00e9 de votre communication interne\u2026entre autres.<\/p>\n<p>&nbsp;<\/p>\n<p><span id=\"hs-cta-wrapper-e8521b5b-086c-40bc-afbe-2a91fcefa805\" class=\"hs-cta-wrapper\"><span id=\"hs-cta-e8521b5b-086c-40bc-afbe-2a91fcefa805\" class=\"hs-cta-node hs-cta-e8521b5b-086c-40bc-afbe-2a91fcefa805\"><a href=\"https:\/\/hubspot-cta-redirect-eu1-prod.s3.amazonaws.com\/cta\/redirect\/26290363\/e8521b5b-086c-40bc-afbe-2a91fcefa805\" target=\"_blank\" rel=\"noopener\"><img fetchpriority=\"low\" loading=\"lazy\" decoding=\"async\" id=\"hs-cta-img-e8521b5b-086c-40bc-afbe-2a91fcefa805\" class=\"hs-cta-img aligncenter\" style=\"border-width: 0px;\" src=\"https:\/\/hubspot-no-cache-eu1-prod.s3.amazonaws.com\/cta\/default\/26290363\/e8521b5b-086c-40bc-afbe-2a91fcefa805.png\" alt=\"Nouveau call-to-action\" width=\"1000\" height=\"333\" \/><\/a><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Comprendre les bases de la formation d&#8217;un chatbot Qu&#8217;est-ce qu&#8217;un chatbot ? La premi\u00e8re question que vous pouvez vous poser est qu&#8217;est-ce qu&#8217;un chatbot ou &hellip; <a href=\"https:\/\/powell-software.com\/fr\/resources\/blog\/comment-former-chatbot-depuis-ses-propres-donnees\/\">Continued<\/a><\/p>\n","protected":false},"author":32,"featured_media":119514,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1671],"audiences":[],"interests":[2009],"products":[],"zones":[],"class_list":["post-119737","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","interests-tendances-marche"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Comment former chatbot depuis ses propres donn\u00e9es ?<\/title>\n<meta name=\"description\" content=\"Apprenez \u00e0 former un chatbot avec vos donn\u00e9es : guide 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