Sleep Assistant AI Chatbot
🌙 Sleep Assistant AI Chatbot
🤖 Your Personal Sleep Science Assistant
Ask questions about sleep disorders, sleep stages, and get answers based on scientific research
🚀 Launch Sleep AssistantAbout This App
The Sleep Assistant AI Chatbot is an intelligent conversational interface that helps you understand sleep science, disorders, and recommendations. It’s powered by a vector database containing research papers on sleep studies, including:
- Sleep stage classification
- Obstructive sleep apnea
- Vitamin D effects on sleep
- Sleep duration in children
- Sleep architecture analysis
✨ Key Features
🎨 Beautiful Interface
Modern, responsive design with smooth animations and intuitive controls
🔍 Smart Search
Advanced retrieval system that finds relevant research based on your questions
đź“š Research-Backed
All answers are derived from scientific sleep research papers
⚡ Fast & Local
Runs entirely in your browser - no external API calls needed
đź’¬ Natural Chat
Conversational interface with typing indicators and message history
🎯 Source References
See which research documents were used for each answer
🎓 What You Can Ask
Try questions like:
- “What are the different stages of sleep?”
- “How does vitamin D deficiency affect sleep?”
- “What is obstructive sleep apnea?”
- “How much sleep do children need?”
- “What is REM sleep and why is it important?”
- “How can I improve my sleep quality?”
🛠️ Technical Details
This chatbot demonstrates:
- Frontend: Pure HTML, CSS, and JavaScript
- Vector Database: JSON-based document storage
- Search Algorithm: Hybrid keyword + semantic similarity
- Deployment: GitHub Pages via Jekyll
- Optional Backend: Python Flask API for advanced features
đź“– Documentation
Full documentation, source code, and setup instructions are available in the GitHub repository.
🚀 Quick Start
- Click the “Launch Sleep Assistant” button above
- Type your question in the chat input
- Press Enter or click Send
- Get research-backed answers instantly!
đź’ˇ Tips for Best Results
- Be specific: Instead of “sleep problems”, try “symptoms of sleep apnea”
- Use medical terms: The chatbot understands scientific terminology
- Try suggested questions: Click the suggested questions to get started
- Rephrase if needed: If you don’t get good results, try asking differently
🔬 Research Sources
The chatbot’s knowledge base includes:
- Deep residual networks for automatic sleep stage classification
- Studies on vitamin D and sleep duration in children
- Research on sleep disorders and treatment
- Sleep architecture and polysomnography studies
- Multi-cohort sleep research data
🌟 Future Enhancements
Planned features:
- Voice input/output
- Chat history export
- More research papers
- Advanced RAG techniques
- Multi-language support
Ready to learn about sleep science? Launch the Sleep Assistant →
đź’¤ Better understanding leads to better sleep
Built with care for educational purposes | December 2025