
ChatGPT-Powered Virtual Subject Tutor
Objective:
To develop a smart AI-based virtual tutor that leverages ChatGPT to help students learn and ask questions interactively for various subjects like Math, Science, History, etc.
Key Features
Student Panel:
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Chat interface to ask subject-specific questions
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Instant answers with explanation and examples
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Suggested topics based on performance
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Audio responses (text-to-speech) support
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Multi-language support for regional learners
Instructor Panel:
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Add subject-specific prompt customization
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Review common questions & feedback
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Add FAQs and training prompts
Admin Panel:
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API key and usage management
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Monitor student interactions & most-asked questions
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Control model behavior using fine-tuned prompts
Tech Stack
Layer | Technology |
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Frontend | React.js / Vue.js / HTML + JS |
Backend | Node.js + Express / Django / Flask |
AI API | OpenAI GPT-4 / GPT-3.5 API |
Database | Firebase / MongoDB / PostgreSQL |
Text-to-Speech | Google TTS / Amazon Polly / Web Speech API |
Hosting | Vercel / Netlify / AWS / GCP |
Workflow
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User Login & Interface
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Student logs in and chooses subject
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ChatGPT prompt is customized for subject-based queries
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Real-Time Tutoring
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Student types or speaks a question
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GPT API fetches accurate answer with explanation
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Personalization & Learning Path
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Based on questions asked, user’s interest and difficulty are mapped
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Suggested reading or exercises are shown
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