Description
Enable NeuroForge to work with documents in multiple languages and generate content in the user's preferred language.
Features
- Process documents in: Spanish, French, German, Chinese, Japanese, Hindi, Arabic, etc.
- Generate quizzes/flashcards in the document's language
- UI translation (i18n) for interface elements
- Language auto-detection for uploaded documents
- Cross-language features (e.g., English UI, Spanish content)
- Translation of generated content to different language (optional)
Technical Considerations
Multilingual Embeddings
- Current:
all-MiniLM-L6-v2 (English-focused)
- Upgrade to:
multilingual-e5-large or paraphrase-multilingual-MiniLM-L12-v2
LLM Language Support
- Groq/OpenRouter models support multiple languages
- May need language-specific prompts
- Quality varies by language - need testing
Frontend i18n
- Use
next-intl or react-i18next
- Extract all strings to translation files
- Support RTL languages (Arabic, Hebrew)
Acceptance Criteria
Priority
Low (Future)
Languages to Support (Phase 1)
- English (default)
- Spanish
- French
- German
- Chinese (Simplified)
Description
Enable NeuroForge to work with documents in multiple languages and generate content in the user's preferred language.
Features
Technical Considerations
Multilingual Embeddings
all-MiniLM-L6-v2(English-focused)multilingual-e5-largeorparaphrase-multilingual-MiniLM-L12-v2LLM Language Support
Frontend i18n
next-intlorreact-i18nextAcceptance Criteria
Priority
Low (Future)
Languages to Support (Phase 1)