LearnTerms Generation Models
Understanding LearnTerms' intelligent question generation models and their specialized focus areas.
What are LearnTerms Generation Models?
The LearnTerms question generation models are part of the Swift family, our custom-built layer on top of cutting-edge AI infrastructure. When we first started generating questions, we quickly realized that raw model outputs weren’t enough - students needed reliability, focus, and alignment with their courses. From those learnings, we designed a system that guides the AI with domain expertise, exam structure, and educational context. This approach makes the Swift models more than just language models - they’re purpose-built engines for learning.
This layer uses a sophisticated model system that abstracts away the complexity of AI language models while providing specialized question generation tailored to different academic disciplines. Instead of exposing raw model names, we present you with intuitive, purpose-built options.
Available Models
| Model | Focus | Best For | Features |
|---|---|---|---|
swift-general | General health sciences | Mixed content, interdisciplinary topics | Balanced Wide scope |
swift-optometry | Ocular and vision science | Ophthalmology, eye care, vision | Ocular focus Vision science |
swift-pharmacy | Pharmacology and therapeutics | Drug mechanisms, patient care | Pharmacotherapy Clinical focus |
How They Work
Each LearnTerms model is a carefully crafted combination of:
- Base AI Model: Powered by Google's Gemini Pro for reliable, high-quality output
- Specialized Focus: Domain-specific prompting that emphasizes relevant concepts
- Question Design: Tailored to your field's learning objectives and exam patterns
Model Selection
When generating questions, you can choose the model that best fits your current study needs:
When to Use Each Model
swift-general
- General health sciences courses
- Mixed content or interdisciplinary topics
- When you want balanced, comprehensive questions
swift-optometry
- Ophthalmology and vision science
- Eye anatomy and physiology
- Clinical optometry practice
swift-pharmacy
- Pharmacology and therapeutics
- Drug mechanisms and interactions
- Clinical pharmacy practice
Advanced Customization
Beyond model selection, you can further customize question generation with:
Behind the Scenes
LearnTerms automatically handles the complexity of:
- Model selection and optimization
- Prompt engineering for your field
- Quality assurance and validation
- Consistent question formatting
This means you can focus on studying while we ensure you get the most relevant, high-quality questions for your learning goals.