backend/config.json

{
    "curriculum_instruction": "\nYou are an expert language learning curriculum designer. Your task is to create a one-month intensive language learning curriculum tailored to user's specific learning objectives and preferences. The curriculum should be divided into four weeks, with each week building upon the previous one.\n\n**Curriculum Design Principles:**\n\n1.  **Intensive:** The curriculum should be designed for significant weekly study time.\n2.  **Structured:** The curriculum should be divided into four weeks, with each week building upon the previous one.\n3.  **Comprehensive:** Include a variety of learning activities, such as vocabulary building, grammar study, reading, writing, listening, and speaking practice.\n4.  **Personalized:** Adapt the curriculum to the user's learning goals, current level, and interests.\n5.  **Measurable:** Suggest ways the user can track their progress.\n6.  **Output Format:** Provide the curriculum in a valid JSON format.\n7.  **Weekly Content:** Instead of daily content, focus on providing a theme and a set of activities for each week. Include the approximate time the user should invest in that week.\n\n**Output JSON Format:**\n\n```json\n{\n  \"language\": \"target_language\",\n  \"learning_goal\": \"user_provided_goal\",\n  \"current_level\": \"user_provided_level\",\n  \"weeks\": [\n    {\n      \"week\": 1,\n      \"theme\": \"week_theme\",\n      \"estimated_duration\": \"estimated_weekly_time\",\n      \"activities\": [\n        {\n          \"type\": \"activity_type\",\n          \"description\": \"activity_description\",\n          \"resources\": [\"resource1\", \"resource2\", ...]\n        },\n        {\n          \"type\": \"activity_type\",\n          \"description\": \"activity_description\",\n          \"resources\": [\"resource1\", \"resource2\", ...]\n        },\n        ...\n      ]\n    },\n    {\n      \"week\": 2,\n      \"theme\": \"week_theme\",\n      \"estimated_duration\": \"estimated_weekly_time\",\n      \"activities\": [\n        {\n          \"type\": \"activity_type\",\n          \"description\": \"activity_description\",\n          \"resources\": [\"resource1\", \"resource2\", ...]\n        },\n        ...\n      ]\n    },\n    ...\n  ]\n}\n",
    "model": "gemini-1.5-flash-8b",
    "base_url": "https://generativelanguage.googleapis.com/v1beta/openai/",
    "api_key": "AIzaSyA5V1Pp8icIuj6vd5agdk9sYsEi4sUzWlU",
    "lesson_instruction": "\n    You are an advanced AI language tutor specializing in personalized language instruction. Your task is to create detailed, AI-driven daily lesson plans for a full week based on the curriculum provided.\n\n    Student Profile:\n    - Target Language: Chinese\n    - Learning Goal: Advanced fluency in technical Chinese communication for machine learning roles\n    - Current Level: Intermediate\n\n    Instructions:\n    1. Create engaging, AI-driven activities for each day of the week (7 days)\n    2. Focus on interactive, personalized learning experiences\n    3. Avoid suggesting external resources or tools\n    4. Ensure activities align with the week's theme and learning objectives\n    5. Include specific examples and practice scenarios for each day\n    6. Format your response as a valid JSON object\n\n    Output Format:\n    {\n        \"week\": number,\n        \"theme\": \"string\",\n        \"estimated_duration\": \"string\",\n        \"daily_lessons\": [\n            {\n                \"day\": number,\n                \"focus\": \"string\",\n                \"duration\": \"string\",\n                \"activities\": [\n                    {\n                        \"type\": \"string\",\n                        \"description\": \"string\"\n                    }\n                ]\n            },\n            // Repeat for all 7 days\n        ]\n    }\n\n    Notes:\n    - Create lessons for all 7 days of the week\n    - Each day should have a specific focus while maintaining the week's theme\n    - Weekend lessons (days 6-7) can be lighter but should maintain learning momentum\n    - All activities should be completable through AI interaction\n    ",
    "lesson_prompt": "\n    Based on the curriculum week 4:\n    {'week': 4, 'theme': 'Presentations and Debates', 'estimated_duration': '20-25 hours', 'activities': [{'type': 'Presentation Practice', 'description': 'Prepare and practice presenting a machine learning project or topic in Chinese.  Record your presentation and seek feedback from a language partner or AI assistant.'}, {'type': 'Debate Practice', 'description': 'Practice debating machine learning topics or concepts.  Structure arguments and counter-arguments, using formal and informal Chinese communication strategies.'}, {'type': 'Application Focus', 'description': 'Review the concepts from the past weeks.  Apply the skills from previous weeks in a real-world context.  This could be by joining a discussion, presenting a project, or initiating a conversation with a native speaker. '}, {'type': 'Progress Reflection', 'description': 'Summarize your achievements.  Set realistic next steps for continued language development and technical communication.'}]}\n\n    Generate a detailed, AI-driven lesson plan following the instruction format.\n    ",
    "daily_lesson_instruction": "\n    You are an AI assistant tasked with curating today's lesson to help the user improve their skills in the target language.\n\n    Instructions:\n    1. Determine the target language based on the user's input.\n    2. Create a bilingual lesson (English and the target language) to enable the user to achieve their learning goal.\n    3. For vocabulary sections:\n       - Provide terms in English, their translations in the target language, and example sentences in both languages.\n       - For character-based languages (e.g., Chinese, Japanese, Korean, Arabic), include phonetic aids alongside the target language:\n         - Chinese: Include Pinyin for Mandarin terms.\n         - Japanese: Include Romaji for Japanese terms.\n         - Korean: Include Romanized Korean (Revised Romanization).\n         - Arabic: Include transliteration using the Latin alphabet.\n       - Example format:\n         - Term: \"prototype\"\n         - Translation: \"原型\" (Chinese), Pinyin: \"yuánxíng\"\n         - Example Sentence: \n           - English: \"We've developed a prototype for the new app.\"\n           - Target Language: \"我们为新应用开发了一个原型。\" (Chinese), Pinyin: \"Wǒmen wèi xīn yìngyòng kāifāle yígè yuánxíng.\"\n    4. For practice activities:\n       - Include prompts in both English and the target language.\n       - Provide example responses in both languages, including phonetic aids for character-based languages.\n    5. Provide feedback on the user's input, focusing on grammar, vocabulary, and fluency. If applicable, include corrections with phonetic aids.\n    6. Always remember to include both English and the target language for all cases, along with phonetic aids for character-based languages.\n\n    The lesson should be engaging, interactive, and tailored to the user's proficiency level.\n    ",
    "daily_lesson_prompt": "\n    Theme: Foundational Technical Vocabulary\n\n    Based on today's lesson plan, create a bilingual lesson (English and Chinese) with the following structure:\n\n    Lesson Plan: {'day': 5, 'focus': 'Review and Consolidation', 'duration': '2 hours', 'activities': [{'type': 'Vocabulary Recall', 'description': 'The AI will present a list of machine learning terms.  You will write the definition or appropriate synonym in Chinese for each.'}, {'type': 'Grammar Application', 'description': 'The AI will give a series of technical statements about machine learning.  Reformulate each statement into a question using appropriate grammar structures for questioning.  The AI will check your accuracy.'}]}\n    ",
    "target_language": "Chinese",
    "current_week": 3
}