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Log ID: 1327916 Text ID: 241834 Status: 1 Cost: 0.05 Date: 2026-01-14 14:13:05
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            "prompt_content": "If the topic is not in English, translate it into English. \nSummarize with key points and simple words all the editorial guidelines provided to you: for example, a place, profession, theme, keyword.",
            "model": "gemini-2.0-flash",
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            "system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\": \"brief\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"point_1\", \"point_2\", ...] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} If the topic is not in English, translate it into English. Summarize with key points and simple words all the editorial guidelines provided to you: for example, a place, profession, theme, keyword."
        },
        "content": "{\"data\":\"Formation en ligne : D\\u00e9couvrez L'\\u00c9cole Fran\\u00e7aise pour Booster Votre Carri\\u00e8re \\ud83e\\udde0 Section 1 \\u2013 Pr\\u00e9sentation de votre formation en ligne\\nQ1. Comment d\\u00e9finiriez-vous la formation en ligne que vous proposez ?\\n L\\u2019\\u00c9cole Fran\\u00e7aise propose des formations 100 % en ligne, accessibles \\u00e0 distance, con\\u00e7ues pour s\\u2019adapter \\u00e0 l\\u2019emploi du temps et aux objectifs de chaque apprenant. L'\\u00c9cole Fran\\u00e7aise\\nQ2. \\u00c0 quels types de publics s\\u2019adressent vos formations ?\\n Aux personnes en reconversion professionnelle, en mont\\u00e9e en comp\\u00e9tences, aux demandeurs d\\u2019emploi, aux apprenants qui souhaitent obtenir une certification ou simplement apprendre pour le plaisir. L'\\u00c9cole Fran\\u00e7aise\\nQ3. Quels sont les principaux objectifs de vos formations ?\\n Permettre l\\u2019acquisition de comp\\u00e9tences professionnelles, obtenir une certification ou un dipl\\u00f4me, faciliter une reconversion ou renforcer l\\u2019employabilit\\u00e9. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83d\\udcda Section 2 \\u2013 Th\\u00e9matiques et comp\\u00e9tences couvertes\\nQ4. Quels domaines ou comp\\u00e9tences sont abord\\u00e9s ?\\n L\\u2019offre couvre de nombreuses th\\u00e9matiques : secr\\u00e9tariat, marketing & communication, langues, comptabilit\\u00e9 & gestion, ressources humaines & paie, digital, entrepreneuriat, commerce & vente, immobilier, esth\\u00e9tique & beaut\\u00e9, graphisme & PAO, petite enfance et plus encore. L'\\u00c9cole Fran\\u00e7aise\\nQ5. Ces comp\\u00e9tences r\\u00e9pondent-elles \\u00e0 des besoins du march\\u00e9 ?\\n Oui \\u2014 elles sont orient\\u00e9es vers des m\\u00e9tiers concrets et des comp\\u00e9tences professionnelles reconnues sur le march\\u00e9 du travail. L'\\u00c9cole Fran\\u00e7aise\\nQ6. La formation est-elle plut\\u00f4t sp\\u00e9cialis\\u00e9e ou polyvalente ?\\n Le catalogue est large et permet \\u00e0 la fois une sp\\u00e9cialisation (ex. gestionnaire de paie, chef de projet \\u00e9v\\u00e9nementiel) et une progression polyvalente selon les besoins de carri\\u00e8re de l\\u2019apprenant. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83c\\udfaf Section 3 \\u2013 Format p\\u00e9dagogique et exp\\u00e9rience d\\u2019apprentissage\\nQ7. Quel est le format principal de la formation ?\\n Contenus interactifs : vid\\u00e9os immersives, masterclass en direct, fiches synth\\u00e9tiques, quiz et exercices pratiques. L'\\u00c9cole Fran\\u00e7aise\\nQ8. La formation est-elle 100 % \\u00e0 distance ?\\n Oui, toutes les formations sont 100 % en ligne et accessibles \\u00e0 distance. L'\\u00c9cole Fran\\u00e7aise\\nQ9. L\\u2019apprenant avance-t-il \\u00e0 son rythme ?\\n Oui, les contenus sont con\\u00e7us pour apprendre o\\u00f9 et quand on le souhaite, sans contrainte g\\u00e9ographique ni horaire fixe. L'\\u00c9cole Fran\\u00e7aise\\nQ10. Quels \\u00e9l\\u00e9ments favorisent l\\u2019engagement ?\\n Approche interactive, activit\\u00e9s diversifi\\u00e9es (vid\\u00e9os, quiz, exercices), et accompagnement continu pour maintenir la motivation. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83e\\udd1d Section 4 \\u2013 Accompagnement et encadrement\\nQ11. B\\u00e9n\\u00e9ficiez-vous d\\u2019un accompagnement humain ?\\n Oui, l\\u2019\\u00c9cole Fran\\u00e7aise met en place un accompagnement personnalis\\u00e9 avec des coaches et mentors d\\u00e9di\\u00e9s. L'\\u00c9cole Fran\\u00e7aise\\nQ12. Quels types d\\u2019\\u00e9changes sont possibles ?\\n Accompagnement m\\u00e9thodologique, conseils sur l\\u2019organisation et r\\u00e9ponses aux questions tout au long du parcours. L'\\u00c9cole Fran\\u00e7aise\\nQ13. Comment assurez-vous le suivi des apprenants ?\\n Par un coaching personnalis\\u00e9, un mentorat continu et des experts disponibles pour guider l\\u2019apprenant jusqu\\u2019\\u00e0 l\\u2019atteinte de ses objectifs. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83d\\udcdc Section 5 \\u2013 Certification, reconnaissance et valeur professionnelle\\nQ14. D\\u00e9livrez-vous une certification ou un dipl\\u00f4me ?\\n Oui \\u2014 les formations peuvent \\u00eatre certifiantes ou dipl\\u00f4mantes selon le parcours choisi. L'\\u00c9cole Fran\\u00e7aise\\nQ15. Ces certifications sont-elles reconnues ?\\n Oui \\u2014 la plupart des formations sont \\u00e9ligibles au CPF et d\\u00e9livrent des certifications reconnues par l\\u2019\\u00c9tat. L'\\u00c9cole Fran\\u00e7aise\\nQ16. En quoi cela renforce-t-il l\\u2019employabilit\\u00e9 ?\\n Les certifications et dipl\\u00f4mes obtenus permettent de valoriser les comp\\u00e9tences acquises aupr\\u00e8s des recruteurs et d\\u2019augmenter les chances d\\u2019\\u00e9volution professionnelle. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83d\\udcbc Section 6 \\u2013 Modalit\\u00e9s d\\u2019acc\\u00e8s et financement\\nQ17. Quelles sont les conditions d\\u2019acc\\u00e8s ?\\n Certaines formations ont des pr\\u00e9requis (niveau d\\u2019\\u00e9tudes), mais beaucoup sont ouvertes \\u00e0 tous avec diff\\u00e9rents niveaux possibles. L'\\u00c9cole Fran\\u00e7aise\\nQ18. La formation est-elle finan\\u00e7able ?\\n Oui, la majorit\\u00e9 des formations sont \\u00e9ligibles au CPF, permettant un financement total ou partiel. L'\\u00c9cole Fran\\u00e7aise\\nQ19. Existe-t-il plusieurs formules ou dur\\u00e9es ?\\n Oui \\u2014 des formats courts (1 \\u00e0 4 mois) aux parcours longs (Bachelors, BTS, MBA sur plusieurs mois). L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83d\\udcc8 Section 7 \\u2013 R\\u00e9sultats et retours d\\u2019exp\\u00e9rience\\nQ20. Quels r\\u00e9sultats observez-vous ?\\n Am\\u00e9lioration tangible des comp\\u00e9tences, obtention de certifications, acc\\u00e8s \\u00e0 de nouvelles opportunit\\u00e9s professionnelles. L'\\u00c9cole Fran\\u00e7aise\\nQ21. Avez-vous des indicateurs de satisfaction ?\\n Oui \\u2014 plus de 130 000 apprenants form\\u00e9s, avec des avis clients positifs sur la qualit\\u00e9 des parcours. L'\\u00c9cole Fran\\u00e7aise\\nQ22. En quoi vos formations se distinguent-elles ?\\n Par un accompagnement sur mesure, une p\\u00e9dagogie interactive et une large offre adapt\\u00e9e \\u00e0 diff\\u00e9rents projets de carri\\u00e8re. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83e\\udded Section 8 \\u2013 Conseils pour bien choisir une formation en ligne\\nQ23. Quels crit\\u00e8res recommandez-vous pour choisir une formation adapt\\u00e9e ?\\n Objectif de carri\\u00e8re, reconnaissance officielle, financement possible, format p\\u00e9dagogique, flexibilit\\u00e9. L'\\u00c9cole Fran\\u00e7aise\\nQ24. Pi\\u00e8ges \\u00e0 \\u00e9viter ?\\n Choisir sans r\\u00e9fl\\u00e9chir \\u00e0 ses besoins professionnels r\\u00e9els ou n\\u00e9gliger l\\u2019importance de l\\u2019accompagnement et de la reconnaissance du dipl\\u00f4me. L'\\u00c9cole Fran\\u00e7aise\\nQ25. \\u00c0 qui conseillez-vous vos formations ?\\n \\u00c0 toute personne souhaitant se former \\u00e0 distance, progresser dans sa carri\\u00e8re, se reconvertir ou obtenir une certification valoris\\u00e9e. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83d\\udcdd Section 9 \\u2013 Conclusion synth\\u00e9tique\\nQ26. R\\u00e9sumez votre formation en ligne en quelques phrases.\\n Chez L\\u2019\\u00c9cole Fran\\u00e7aise, vous pouvez suivre des formations 100 % en ligne, certifiantes ou dipl\\u00f4mantes, avec un accompagnement personnalis\\u00e9, \\u00e0 votre rythme et selon vos objectifs de carri\\u00e8re. Nos parcours couvrent un large \\u00e9ventail de domaines professionnels, reconnus et finan\\u00e7ables par le CPF, pour booster votre employabilit\\u00e9 et atteindre vos ambitions. L'\\u00c9cole Fran\\u00e7aise\"}"
    },
    "response": {
        "status": "ok",
        "response": [
            "L'École Française offers 100% online courses designed to fit individual schedules and goals.",
            "Target audiences include career changers, those seeking skill upgrades, job seekers, and lifelong learners.",
            "Key objectives are to equip students with professional skills, certifications, and boost employability.",
            "Course topics span across secretarial, marketing, languages, accounting, HR, digital, entrepreneurship, sales, real estate, beauty, graphic design, early childhood education, and more.",
            "Skills taught are geared toward real-world jobs and recognised professional competencies.",
            "The courses are versatile, offering both specialised and polyvalent career progression.",
            "The format involves interactive content like videos, live masterclasses, concise summaries, quizzes and practical exercises.",
            "Learning is fully remote and self-paced, offering flexibility in time and location.",
            "Engagement is fostered through varied activities and continuous support.",
            "Personalised support is provided by coaches and mentors.",
            "Support includes methodological guidance, organisational tips, and Q&A sessions.",
            "Learner progress is tracked through personalised coaching and mentorship.",
            "Certifications and diplomas are available, enhancing employability.",
            "Many courses are eligible for CPF funding and offer state-recognised certifications.",
            "Access conditions vary, some requiring prerequisites while others are open to all.",
            "Funding options are available, with many courses eligible for CPF.",
            "Course lengths vary from short courses (1-4 months) to longer programs (Bachelors, BTS, MBA over several months).",
            "Outcomes include improved skills, certifications, and new job opportunities.",
            "High satisfaction rates with positive client reviews highlight the quality of the courses, with over 130,000 learners trained.",
            "Courses stand out due to tailored support, interactive teaching, and a wide array of career-oriented options.",
            "When choosing a course, consider career goals, official recognition, funding, teaching style, and flexibility.",
            "Avoid choosing without considering your actual needs or overlooking the importance of support and diploma recognition.",
            "The courses are recommended for anyone wanting to study remotely, advance their career, switch fields, or gain valuable certifications.",
            "In short, L'École Française provides fully online, certified courses with personalised support, at your own pace, covering a broad range of professional areas, recognised and CPF-fundable, to boost your employability and achieve your ambitions."
        ]
    }
}                        
Log ID: 1327918 Text ID: 241834 Status: 1 Cost: 0.03 Date: 2026-01-14 14:13:09
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        "content": "{\"data\":[\"L'\\u00c9cole Fran\\u00e7aise offers 100% online courses designed to fit individual schedules and goals.\",\"Target audiences include career changers, those seeking skill upgrades, job seekers, and lifelong learners.\",\"Key objectives are to equip students with professional skills, certifications, and boost employability.\",\"Course topics span across secretarial, marketing, languages, accounting, HR, digital, entrepreneurship, sales, real estate, beauty, graphic design, early childhood education, and more.\",\"Skills taught are geared toward real-world jobs and recognised professional competencies.\",\"The courses are versatile, offering both specialised and polyvalent career progression.\",\"The format involves interactive content like videos, live masterclasses, concise summaries, quizzes and practical exercises.\",\"Learning is fully remote and self-paced, offering flexibility in time and location.\",\"Engagement is fostered through varied activities and continuous support.\",\"Personalised support is provided by coaches and mentors.\",\"Support includes methodological guidance, organisational tips, and Q&A sessions.\",\"Learner progress is tracked through personalised coaching and mentorship.\",\"Certifications and diplomas are available, enhancing employability.\",\"Many courses are eligible for CPF funding and offer state-recognised certifications.\",\"Access conditions vary, some requiring prerequisites while others are open to all.\",\"Funding options are available, with many courses eligible for CPF.\",\"Course lengths vary from short courses (1-4 months) to longer programs (Bachelors, BTS, MBA over several months).\",\"Outcomes include improved skills, certifications, and new job opportunities.\",\"High satisfaction rates with positive client reviews highlight the quality of the courses, with over 130,000 learners trained.\",\"Courses stand out due to tailored support, interactive teaching, and a wide array of career-oriented options.\",\"When choosing a course, consider career goals, official recognition, funding, teaching style, and flexibility.\",\"Avoid choosing without considering your actual needs or overlooking the importance of support and diploma recognition.\",\"The courses are recommended for anyone wanting to study remotely, advance their career, switch fields, or gain valuable certifications.\",\"In short, L'\\u00c9cole Fran\\u00e7aise provides fully online, certified courses with personalised support, at your own pace, covering a broad range of professional areas, recognised and CPF-fundable, to boost your employability and achieve your ambitions.\"]}"
    },
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        "status": "ok",
        "response": [
            "L'École Française provides fully online courses tailored to fit individual schedules and career aspirations.",
            "The target audience includes those switching careers, seeking to upskill, job seekers, and lifelong learners.",
            "The main objectives are to equip students with professional skills, certifications, and improve their job prospects.",
            "Courses cover secretarial work, marketing, languages, accounting, HR, digital skills, entrepreneurship, sales, property, beauty, graphic design, early years education, and more.",
            "Skills taught are geared towards real-world jobs and recognised professional competencies.",
            "The courses are versatile, offering both specialised and well-rounded career development.",
            "The format includes interactive content like videos, live masterclasses, concise summaries, quizzes and practical exercises.",
            "Learning is fully remote and self-paced, offering flexibility in terms of time and location.",
            "Engagement is encouraged through varied activities and continuous support.",
            "Personalised support is provided by coaches and mentors.",
            "Support includes methodological guidance, organisational tips, and Q&A sessions.",
            "Learner progress is tracked through personalised coaching and mentorship.",
            "Certifications and diplomas are available, boosting employability.",
            "Many courses are eligible for CPF funding and offer state-recognised certifications.",
            "Entry requirements vary; some require prior learning, while others are open to all.",
            "Funding options are available, with many courses eligible for CPF.",
            "Course lengths vary from short courses (1-4 months) to longer programmes (Bachelors, BTS, MBA over several months).",
            "Outcomes include improved skills, certifications, and new job opportunities.",
            "High satisfaction rates and positive client reviews highlight the quality of the courses, with over 130,000 learners trained.",
            "Courses stand out due to tailored support, interactive teaching, and a wide range of career-focused options.",
            "When choosing a course, consider your career goals, official recognition, funding, teaching style, and flexibility.",
            "Avoid choosing without considering your actual needs or overlooking the importance of support and diploma recognition.",
            "The courses are recommended for anyone wanting to study remotely, advance their career, switch fields, or gain valuable certifications.",
            "In short, L'École Française provides fully online, certified courses with personalised support, at your own pace, covering a broad range of professional areas, recognised and CPF-fundable, to boost your employability and achieve your ambitions."
        ]
    }
}                        
Log ID: 1327931 Text ID: 241834 Status: 1 Cost: 0.04 Date: 2026-01-14 14:13:20
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        "content": "{\"data\":[\"L'\\u00c9cole Fran\\u00e7aise provides fully online courses tailored to fit individual schedules and career aspirations.\",\"The target audience includes those switching careers, seeking to upskill, job seekers, and lifelong learners.\",\"The main objectives are to equip students with professional skills, certifications, and improve their job prospects.\",\"Courses cover secretarial work, marketing, languages, accounting, HR, digital skills, entrepreneurship, sales, property, beauty, graphic design, early years education, and more.\",\"Skills taught are geared towards real-world jobs and recognised professional competencies.\",\"The courses are versatile, offering both specialised and well-rounded career development.\",\"The format includes interactive content like videos, live masterclasses, concise summaries, quizzes and practical exercises.\",\"Learning is fully remote and self-paced, offering flexibility in terms of time and location.\",\"Engagement is encouraged through varied activities and continuous support.\",\"Personalised support is provided by coaches and mentors.\",\"Support includes methodological guidance, organisational tips, and Q&A sessions.\",\"Learner progress is tracked through personalised coaching and mentorship.\",\"Certifications and diplomas are available, boosting employability.\",\"Many courses are eligible for CPF funding and offer state-recognised certifications.\",\"Entry requirements vary; some require prior learning, while others are open to all.\",\"Funding options are available, with many courses eligible for CPF.\",\"Course lengths vary from short courses (1-4 months) to longer programmes (Bachelors, BTS, MBA over several months).\",\"Outcomes include improved skills, certifications, and new job opportunities.\",\"High satisfaction rates and positive client reviews highlight the quality of the courses, with over 130,000 learners trained.\",\"Courses stand out due to tailored support, interactive teaching, and a wide range of career-focused options.\",\"When choosing a course, consider your career goals, official recognition, funding, teaching style, and flexibility.\",\"Avoid choosing without considering your actual needs or overlooking the importance of support and diploma recognition.\",\"The courses are recommended for anyone wanting to study remotely, advance their career, switch fields, or gain valuable certifications.\",\"In short, L'\\u00c9cole Fran\\u00e7aise provides fully online, certified courses with personalised support, at your own pace, covering a broad range of professional areas, recognised and CPF-fundable, to boost your employability and achieve your ambitions.\"]}"
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        "response": [
            "L'École Française provides fully online courses tailored to fit individual schedules and career aspirations.",
            "The target audience includes those switching careers, seeking to upskill, job seekers, and lifelong learners.",
            "The main objectives are to equip students with professional skills, certifications, and improve their job prospects.",
            "Courses cover secretarial work, marketing, languages, accounting, HR, digital skills, entrepreneurship, sales, property, beauty, graphic design, early years education, and more.",
            "Skills taught are geared towards real-world jobs and recognised professional competencies.",
            "The courses are versatile, offering both specialised and well-rounded career development.",
            "The format includes interactive content like videos, live masterclasses, concise summaries, quizzes and practical exercises.",
            "Learning is fully remote and self-paced, offering flexibility in terms of time and location.",
            "Engagement is encouraged through varied activities and continuous support.",
            "Personalised support is provided by coaches and mentors.",
            "Support includes methodological guidance, organisational tips, and Q&A sessions.",
            "Learner progress is tracked through personalised coaching and mentorship.",
            "Certifications and diplomas are available, boosting employability.",
            "Many courses are eligible for CPF funding and offer state-recognised certifications.",
            "Entry requirements vary; some require prior learning, while others are open to all.",
            "Funding options are available, with many courses eligible for CPF.",
            "Course lengths vary from short courses (1-4 months) to longer programmes (Bachelors, BTS, MBA over several months).",
            "Outcomes include improved skills, certifications, and new job opportunities.",
            "High satisfaction rates and positive client reviews highlight the quality of the courses, with over 130,000 learners trained.",
            "Courses stand out due to tailored support, interactive teaching, and a wide range of career-focused options.",
            "When choosing a course, consider your career goals, official recognition, funding, teaching style, and flexibility.",
            "Avoid choosing without considering your actual needs or overlooking the importance of support and diploma recognition.",
            "The courses are recommended for anyone wanting to study remotely, advance their career, switch fields, or gain valuable certifications.",
            "In short, L'École Française provides fully online, certified courses with personalised support, at your own pace, covering a broad range of professional areas, recognised and CPF-fundable, to boost your employability and achieve your ambitions."
        ]
    }
}                        
Log ID: 1327933 Text ID: 241834 Status: 1 Cost: 0.01 Date: 2026-01-14 14:13:23
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        },
        "content": "{\"data\":\"Formation en ligne : D\\u00e9couvrez L'\\u00c9cole Fran\\u00e7aise pour Booster Votre Carri\\u00e8re\"}"
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        "response": [
            "Digital Learning Platforms: A Comprehensive Comparison",
            "French Language Courses Online: From Beginner to Advanced",
            "Career Advancement Through Online Education: Success Stories",
            "The Future of Work: Upskilling with Online French Language Training",
            "E-Learning for Professionals: Tailored Courses for Career Growth",
            "Mastering French Business Culture: An Online Training Programme",
            "Online French for Specific Purposes: Medical, Legal, and Technical",
            "Accredited French Language Qualifications Online: DELF, DALF, TCF",
            "Interactive Online Language Learning: Tools and Techniques",
            "Building a Global Network: Online French Language Communities",
            "The Cost-Effectiveness of Online French Language Education",
            "Flexible Learning: Balancing Work and Online French Studies",
            "Personalised Learning Paths: Tailoring Online French to Your Needs",
            "The Benefits of Bilingualism: How French Can Boost Your Career",
            "French for International Business: Online Communication Skills",
            "Online French Pronunciation Training: Accent Reduction Techniques",
            "Cultural Immersion Through Online French Language Learning",
            "The Role of AI in Online French Language Education",
            "Gamified Language Learning: Making French Fun Online",
            "Online French Language Tutoring: Personalised Support for Success"
        ]
    }
}                        
Log ID: 1329431 Text ID: 241834 Status: 1 Cost: 0.05 Date: 2026-01-14 14:40:26
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        "content": "{\"data\":\"Formation en ligne : D\\u00e9couvrez L'\\u00c9cole Fran\\u00e7aise pour Booster Votre Carri\\u00e8re \\ud83e\\udde0 Section 1 \\u2013 Pr\\u00e9sentation de votre formation en ligne\\nQ1. Comment d\\u00e9finiriez-vous la formation en ligne que vous proposez ?\\n L\\u2019\\u00c9cole Fran\\u00e7aise propose des formations 100 % en ligne, accessibles \\u00e0 distance, con\\u00e7ues pour s\\u2019adapter \\u00e0 l\\u2019emploi du temps et aux objectifs de chaque apprenant. L'\\u00c9cole Fran\\u00e7aise\\nQ2. \\u00c0 quels types de publics s\\u2019adressent vos formations ?\\n Aux personnes en reconversion professionnelle, en mont\\u00e9e en comp\\u00e9tences, aux demandeurs d\\u2019emploi, aux apprenants qui souhaitent obtenir une certification ou simplement apprendre pour le plaisir. L'\\u00c9cole Fran\\u00e7aise\\nQ3. Quels sont les principaux objectifs de vos formations ?\\n Permettre l\\u2019acquisition de comp\\u00e9tences professionnelles, obtenir une certification ou un dipl\\u00f4me, faciliter une reconversion ou renforcer l\\u2019employabilit\\u00e9. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83d\\udcda Section 2 \\u2013 Th\\u00e9matiques et comp\\u00e9tences couvertes\\nQ4. Quels domaines ou comp\\u00e9tences sont abord\\u00e9s ?\\n L\\u2019offre couvre de nombreuses th\\u00e9matiques : secr\\u00e9tariat, marketing & communication, langues, comptabilit\\u00e9 & gestion, ressources humaines & paie, digital, entrepreneuriat, commerce & vente, immobilier, esth\\u00e9tique & beaut\\u00e9, graphisme & PAO, petite enfance et plus encore. L'\\u00c9cole Fran\\u00e7aise\\nQ5. Ces comp\\u00e9tences r\\u00e9pondent-elles \\u00e0 des besoins du march\\u00e9 ?\\n Oui \\u2014 elles sont orient\\u00e9es vers des m\\u00e9tiers concrets et des comp\\u00e9tences professionnelles reconnues sur le march\\u00e9 du travail. L'\\u00c9cole Fran\\u00e7aise\\nQ6. La formation est-elle plut\\u00f4t sp\\u00e9cialis\\u00e9e ou polyvalente ?\\n Le catalogue est large et permet \\u00e0 la fois une sp\\u00e9cialisation (ex. gestionnaire de paie, chef de projet \\u00e9v\\u00e9nementiel) et une progression polyvalente selon les besoins de carri\\u00e8re de l\\u2019apprenant. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83c\\udfaf Section 3 \\u2013 Format p\\u00e9dagogique et exp\\u00e9rience d\\u2019apprentissage\\nQ7. Quel est le format principal de la formation ?\\n Contenus interactifs : vid\\u00e9os immersives, masterclass en direct, fiches synth\\u00e9tiques, quiz et exercices pratiques. L'\\u00c9cole Fran\\u00e7aise\\nQ8. La formation est-elle 100 % \\u00e0 distance ?\\n Oui, toutes les formations sont 100 % en ligne et accessibles \\u00e0 distance. L'\\u00c9cole Fran\\u00e7aise\\nQ9. L\\u2019apprenant avance-t-il \\u00e0 son rythme ?\\n Oui, les contenus sont con\\u00e7us pour apprendre o\\u00f9 et quand on le souhaite, sans contrainte g\\u00e9ographique ni horaire fixe. L'\\u00c9cole Fran\\u00e7aise\\nQ10. Quels \\u00e9l\\u00e9ments favorisent l\\u2019engagement ?\\n Approche interactive, activit\\u00e9s diversifi\\u00e9es (vid\\u00e9os, quiz, exercices), et accompagnement continu pour maintenir la motivation. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83e\\udd1d Section 4 \\u2013 Accompagnement et encadrement\\nQ11. B\\u00e9n\\u00e9ficiez-vous d\\u2019un accompagnement humain ?\\n Oui, l\\u2019\\u00c9cole Fran\\u00e7aise met en place un accompagnement personnalis\\u00e9 avec des coaches et mentors d\\u00e9di\\u00e9s. L'\\u00c9cole Fran\\u00e7aise\\nQ12. Quels types d\\u2019\\u00e9changes sont possibles ?\\n Accompagnement m\\u00e9thodologique, conseils sur l\\u2019organisation et r\\u00e9ponses aux questions tout au long du parcours. L'\\u00c9cole Fran\\u00e7aise\\nQ13. Comment assurez-vous le suivi des apprenants ?\\n Par un coaching personnalis\\u00e9, un mentorat continu et des experts disponibles pour guider l\\u2019apprenant jusqu\\u2019\\u00e0 l\\u2019atteinte de ses objectifs. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83d\\udcdc Section 5 \\u2013 Certification, reconnaissance et valeur professionnelle\\nQ14. D\\u00e9livrez-vous une certification ou un dipl\\u00f4me ?\\n Oui \\u2014 les formations peuvent \\u00eatre certifiantes ou dipl\\u00f4mantes selon le parcours choisi. L'\\u00c9cole Fran\\u00e7aise\\nQ15. Ces certifications sont-elles reconnues ?\\n Oui \\u2014 la plupart des formations sont \\u00e9ligibles au CPF et d\\u00e9livrent des certifications reconnues par l\\u2019\\u00c9tat. L'\\u00c9cole Fran\\u00e7aise\\nQ16. En quoi cela renforce-t-il l\\u2019employabilit\\u00e9 ?\\n Les certifications et dipl\\u00f4mes obtenus permettent de valoriser les comp\\u00e9tences acquises aupr\\u00e8s des recruteurs et d\\u2019augmenter les chances d\\u2019\\u00e9volution professionnelle. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83d\\udcbc Section 6 \\u2013 Modalit\\u00e9s d\\u2019acc\\u00e8s et financement\\nQ17. Quelles sont les conditions d\\u2019acc\\u00e8s ?\\n Certaines formations ont des pr\\u00e9requis (niveau d\\u2019\\u00e9tudes), mais beaucoup sont ouvertes \\u00e0 tous avec diff\\u00e9rents niveaux possibles. L'\\u00c9cole Fran\\u00e7aise\\nQ18. La formation est-elle finan\\u00e7able ?\\n Oui, la majorit\\u00e9 des formations sont \\u00e9ligibles au CPF, permettant un financement total ou partiel. L'\\u00c9cole Fran\\u00e7aise\\nQ19. Existe-t-il plusieurs formules ou dur\\u00e9es ?\\n Oui \\u2014 des formats courts (1 \\u00e0 4 mois) aux parcours longs (Bachelors, BTS, MBA sur plusieurs mois). L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83d\\udcc8 Section 7 \\u2013 R\\u00e9sultats et retours d\\u2019exp\\u00e9rience\\nQ20. Quels r\\u00e9sultats observez-vous ?\\n Am\\u00e9lioration tangible des comp\\u00e9tences, obtention de certifications, acc\\u00e8s \\u00e0 de nouvelles opportunit\\u00e9s professionnelles. L'\\u00c9cole Fran\\u00e7aise\\nQ21. Avez-vous des indicateurs de satisfaction ?\\n Oui \\u2014 plus de 130 000 apprenants form\\u00e9s, avec des avis clients positifs sur la qualit\\u00e9 des parcours. L'\\u00c9cole Fran\\u00e7aise\\nQ22. En quoi vos formations se distinguent-elles ?\\n Par un accompagnement sur mesure, une p\\u00e9dagogie interactive et une large offre adapt\\u00e9e \\u00e0 diff\\u00e9rents projets de carri\\u00e8re. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83e\\udded Section 8 \\u2013 Conseils pour bien choisir une formation en ligne\\nQ23. Quels crit\\u00e8res recommandez-vous pour choisir une formation adapt\\u00e9e ?\\n Objectif de carri\\u00e8re, reconnaissance officielle, financement possible, format p\\u00e9dagogique, flexibilit\\u00e9. L'\\u00c9cole Fran\\u00e7aise\\nQ24. Pi\\u00e8ges \\u00e0 \\u00e9viter ?\\n Choisir sans r\\u00e9fl\\u00e9chir \\u00e0 ses besoins professionnels r\\u00e9els ou n\\u00e9gliger l\\u2019importance de l\\u2019accompagnement et de la reconnaissance du dipl\\u00f4me. L'\\u00c9cole Fran\\u00e7aise\\nQ25. \\u00c0 qui conseillez-vous vos formations ?\\n \\u00c0 toute personne souhaitant se former \\u00e0 distance, progresser dans sa carri\\u00e8re, se reconvertir ou obtenir une certification valoris\\u00e9e. L'\\u00c9cole Fran\\u00e7aise\\n\\n\\ud83d\\udcdd Section 9 \\u2013 Conclusion synth\\u00e9tique\\nQ26. R\\u00e9sumez votre formation en ligne en quelques phrases.\\n Chez L\\u2019\\u00c9cole Fran\\u00e7aise, vous pouvez suivre des formations 100 % en ligne, certifiantes ou dipl\\u00f4mantes, avec un accompagnement personnalis\\u00e9, \\u00e0 votre rythme et selon vos objectifs de carri\\u00e8re. Nos parcours couvrent un large \\u00e9ventail de domaines professionnels, reconnus et finan\\u00e7ables par le CPF, pour booster votre employabilit\\u00e9 et atteindre vos ambitions. L'\\u00c9cole Fran\\u00e7aise\"}"
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        "status": "ok",
        "response": [
            "L'École Française provides fully online, flexible training courses.",
            "Courses cater to career changes, upskilling, the unemployed, and those seeking certification or personal enrichment.",
            "Key aims include gaining job skills, achieving certification, aiding career shifts, and boosting employability.",
            "Training spans secretarial, marketing, languages, accounting, HR, digital, entrepreneurship, sales, property, beauty, graphics, and childcare.",
            "Skills taught are tailored to meet real-world job market demands.",
            "The catalogue offers both specialised and versatile career progression.",
            "Formats include interactive videos, live masterclasses, concise fact sheets, quizzes and practical exercises.",
            "All courses are 100% online and accessible remotely.",
            "Learners can progress at their own pace, anytime, anywhere.",
            "Engagement is boosted through interactive content, varied activities, and continuous support.",
            "Personalised support is provided by dedicated coaches and mentors.",
            "Support includes methodological guidance, organisational tips, and ongoing Q&A.",
            "Learner progress is tracked via personalised coaching, continuous mentoring and expert guidance.",
            "Courses offer certification or diplomas depending on the chosen path.",
            "Most courses qualify for CPF funding and provide state-recognised certifications.",
            "Certifications and diplomas enhance job prospects by validating skills for recruiters.",
            "Entry requirements vary, with many courses open to all skill levels.",
            "Most courses are eligible for CPF funding, covering full or partial costs.",
            "Options range from short courses (1-4 months) to longer degree programmes (Bachelors, BTS, MBA).",
            "Outcomes include improved skills, certifications, and new job opportunities.",
            "Over 130,000 learners have been trained, with positive feedback on course quality.",
            "Courses stand out due to tailored support, interactive teaching, and a wide range of career paths.",
            "Consider career goals, official recognition, funding, teaching style and flexibility when choosing a course.",
            "Avoid choosing without considering real job needs or overlooking support and diploma recognition.",
            "Courses are recommended for anyone seeking remote learning, career advancement, career changes or valued certifications.",
            "L'École Française offers 100% online, certified or diploma-awarding courses, with personalised support at your own pace, covering a wide array of job sectors, recognised and CPF-funded, to boost your employability and career goals."
        ]
    }
}                        
Log ID: 1329433 Text ID: 241834 Status: 1 Cost: 0.04 Date: 2026-01-14 14:40:31
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        "response": [
            "L'École Française offers fully online, flexible training courses, innit.",
            "These courses are geared toward folks looking to change careers, brush up their skills, unemployed blokes, and those after a certification or just wanting to learn something new.",
            "The main aims are to get job skills sorted, bag certifications, help with career changes, and generally make people more employable.",
            "The training covers a right mixed bag of subjects, like secretarial work, marketing, languages, accounting, HR, digital skills, entrepreneurship, sales, property, beauty, graphics, and childcare.",
            "The skills taught are spot-on for what the job market's after, no messing.",
            "The catalogue's got both specialist and general career progression courses.",
            "Formats include interactive videos, live masterclasses, concise fact sheets, quizzes, and practical exercises – the works.",
            "All courses are 100% online, so you can get to them from anywhere.",
            "Learners can crack on at their own pace, whenever, wherever.",
            "Engagement's boosted with interactive content, loads of different activities, and non-stop support.",
            "Dedicated coaches and mentors give you personalised support, they do.",
            "Support includes tips on how to organise yourself, sort out your method, and a constant Q&A.",
            "Learner progress is tracked through personalised coaching, continuous mentoring, and proper expert guidance.",
            "Courses offer certifications or diplomas, depending on what you're after.",
            "Most courses are eligible for CPF funding and give you certifications that the state recognises.",
            "Certifications and diplomas make you look better to employers by showing you've got the skills.",
            "Entry requirements vary, but loads of courses are open to anyone, whatever their skill level.",
            "Most courses can get CPF funding, which covers some or all of the costs.",
            "Options range from short courses (1-4 months) to proper degree programmes (Bachelors, BTS, MBA).",
            "Outcomes include better skills, certifications, and new job opportunities – sorted.",
            "Over 130,000 learners have been trained, and they've said some pretty good things about the course quality.",
            "Courses stand out 'cause of the tailored support, interactive teaching, and a wide range of career paths you can take.",
            "When picking a course, think about what you want to do with your career, whether it's officially recognised, how it's funded, the teaching style, and how flexible it is.",
            "Don't just pick one without thinking about what jobs need or forgetting about support and whether the diploma's recognised.",
            "Courses are a good shout for anyone wanting to learn remotely, get ahead in their career, change careers, or get their hands on some proper certifications.",
            "L'École Française offers 100% online courses that give you a certification or diploma, with personalised support and at your own pace. They cover loads of different job sectors, are recognised, and can be funded by the CPF, all to help you get more employable and reach your career goals. Bob's your uncle."
        ]
    }
}                        
Log ID: 1329445 Text ID: 241834 Status: 1 Cost: 0.05 Date: 2026-01-14 14:40:47
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        "status": "ok",
        "response": [
            "L'École Française offers fully online, flexible training courses, innit.",
            "These courses are geared toward folks looking to change careers, brush up their skills, unemployed blokes, and those after a certification or just wanting to learn something new.",
            "The main aims are to get job skills sorted, bag certifications, help with career changes, and generally make people more employable.",
            "The training covers a right mixed bag of subjects, like secretarial work, marketing, languages, accounting, HR, digital skills, entrepreneurship, sales, property, beauty, graphics, and childcare.",
            "The skills taught are spot-on for what the job market's after, no messing.",
            "The catalogue's got both specialist and general career progression courses.",
            "Formats include interactive videos, live masterclasses, concise fact sheets, quizzes, and practical exercises – the works.",
            "All courses are 100% online, so you can get to them from anywhere.",
            "Learners can crack on at their own pace, whenever, wherever.",
            "Engagement's boosted with interactive content, loads of different activities, and non-stop support.",
            "Dedicated coaches and mentors give you personalised support, they do.",
            "Support includes tips on how to organise yourself, sort out your method, and a constant Q&A.",
            "Learner progress is tracked through personalised coaching, continuous mentoring, and proper expert guidance.",
            "Courses offer certifications or diplomas, depending on what you're after.",
            "Most courses are eligible for CPF funding and give you certifications that the state recognises.",
            "Certifications and diplomas make you look better to employers by showing you've got the skills.",
            "Entry requirements vary, but loads of courses are open to anyone, whatever their skill level.",
            "Most courses can get CPF funding, which covers some or all of the costs.",
            "Options range from short courses (1-4 months) to proper degree programmes (Bachelors, BTS, MBA).",
            "Outcomes include better skills, certifications, and new job opportunities – sorted.",
            "Over 130,000 learners have been trained, and they've said some pretty good things about the course quality.",
            "Courses stand out 'cause of the tailored support, interactive teaching, and a wide range of career paths you can take.",
            "When picking a course, think about what you want to do with your career, whether it's officially recognised, how it's funded, the teaching style, and how flexible it is.",
            "Don't just pick one without thinking about what jobs need or forgetting about support and whether the diploma's recognised.",
            "Courses are a good shout for anyone wanting to learn remotely, get ahead in their career, change careers, or get their hands on some proper certifications.",
            "L'École Française offers 100% online courses that give you a certification or diploma, with personalised support and at your own pace. They cover loads of different job sectors, are recognised, and can be funded by the CPF, all to help you get more employable and reach your career goals. Bob's your uncle."
        ]
    }
}                        
Log ID: 1329446 Text ID: 241834 Status: 1 Cost: 0.01 Date: 2026-01-14 14:40:50
{
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            "success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
            "error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
            "ban_words": "0",
            "prompt_content": "We will give you a keyword, an idea, or a phrase. You will need to provide 20 thematic cluster ideas related to the keyword.",
            "model": "gemini-2.0-flash",
            "max_tokens": 1024,
            "system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"keyword\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} We will give you a keyword, an idea, or a phrase. You will need to provide 20 thematic cluster ideas related to the keyword."
        },
        "content": "{\"data\":\"Formation en ligne : D\\u00e9couvrez L'\\u00c9cole Fran\\u00e7aise pour Booster Votre Carri\\u00e8re\"}"
    },
    "response": {
        "status": "ok",
        "response": [
            "Upskilling with Online Courses: A French Education",
            "Online French Language Courses for Career Advancement",
            "Digital Education in France: Opportunities and Resources",
            "The Future of Learning: French Online Educational Platforms",
            "Career Development Through Online French Schools",
            "French Culture and Language Immersion Online",
            "E-learning in France: A Guide to Online Programmes",
            "Accredited Online Degrees from French Universities",
            "French Business Schools Online: Gaining a Competitive Edge",
            "Mastering New Skills: Online Courses from L'École Française",
            "The Benefits of Online Learning: A French Perspective",
            "Funding Your Online Education: Scholarships and Grants in France",
            "Online French Courses for International Students",
            "Building a Global Career with Online French Education",
            "The Best Online Resources for Learning French",
            "Networking and Collaboration in Online French Courses",
            "From Beginner to Expert: Online French Language Learning Paths",
            " французское онлайн-образование для профессионального роста",
            " Онлайн-курсы французского языка для развития карьеры",
            "Цифровое образование во Франции: возможности и ресурсы"
        ]
    }
}