Documentation and User Guide Development

## Overview
Create comprehensive documentation and user guides for the raga detection system.

## Documentation Types
### Technical Documentation
- [ ] **API Documentation**: Complete API reference with examples
- [ ] **Architecture Guide**: System design and component overview
- [ ] **Installation Guide**: Setup instructions for different environments
- [ ] **Configuration Guide**: System configuration and customization
- [ ] **Troubleshooting Guide**: Common issues and solutions

### User Documentation
- [ ] **User Manual**: Step-by-step usage instructions
- [ ] **Tutorial Series**: Interactive learning materials
- [ ] **Video Guides**: Screen recordings of key features
- [ ] **FAQ**: Frequently asked questions and answers
- [ ] **Best Practices**: Tips for optimal usage

### Developer Documentation
- [ ] **Contributing Guide**: How to contribute to the project
- [ ] **Code Style Guide**: Coding standards and conventions
- [ ] **Testing Guide**: How to run and write tests
- [ ] **Deployment Guide**: Production deployment instructions
- [ ] **Maintenance Guide**: System maintenance and updates

## Cultural Documentation
- [ ] **Raga Guide**: Comprehensive raga information and characteristics
- [ ] **Cultural Context**: Understanding Indian classical music traditions
- [ ] **Musical Theory**: Shruti system, taal cycles, and gamakas
- [ ] **Performance Guide**: How to interpret analysis results
- [ ] **Educational Resources**: Learning materials for students

## Success Criteria
- [ ] All major features documented
- [ ] User guides are clear and comprehensive
- [ ] Technical documentation is accurate and up-to-date
- [ ] Cultural documentation is authentic and educational
- [ ] Documentation is accessible and well-organized

## Files to Create
- `docs/README.md` (main documentation index)
- `docs/API_REFERENCE.md`
- `docs/USER_GUIDE.md`
- `docs/DEVELOPER_GUIDE.md`
- `docs/CULTURAL_GUIDE.md`
- `docs/TUTORIALS/` (tutorial directory)

## Priority: Medium
Important for user adoption and project sustainability.

Start by auditing the existing project to determine which major features and documentation already exist, then review the proposed structure: docs/README.md, docs/API_REFERENCE.md, docs/USER_GUIDE.md, docs/DEVELOPER_GUIDE.md, docs/CULTURAL_GUIDE.md, and docs/TUTORIALS/. Done means the requested technical, user, developer, and cultural materials are accurate, organized, accessible, and cover the stated success criteria.

Escrito por el modelo de indexación a partir del texto del issue.