Modelos
Aprende cómo los modelos de IA impulsan cada solicitud en NovaAI. Esta guía explica qué son los modelos, cómo elegir el adecuado para tu aplicación y las características clave que influyen en el rendimiento, el costo, la velocidad y la calidad de los resultados.
What Are Models?
A model is the intelligence behind every NovaAI request. It processes your input, understands context, and generates an appropriate response based on its capabilities.
Different models are optimized for different workloads. Some prioritize reasoning and accuracy, while others focus on speed, cost efficiency, or multimodal understanding.
Rather than using a single model for every task, NovaAI provides a family of specialized models designed for specific use cases.
NovaAI Model Family
Model | Best For | Speed | Cost |
|---|---|---|---|
| General conversation and reasoning | Medium | Medium |
| Fast responses and lightweight assistants | Fast | Low |
| Complex reasoning and problem solving | Medium | High |
| Image understanding and visual analysis | Medium | Medium |
| Text-to-image generation | Medium | Medium |
| Embeddings and semantic search | Fast | Low |
| Speech recognition and synthesis | Fast | Medium |
Choosing the Right Model
Selecting the appropriate model depends on your application's requirements.
If you need... | Recommended Model |
Conversational AI |
|
High-speed responses |
|
Advanced reasoning |
|
Image analysis |
|
Image generation |
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Semantic search |
|
Speech applications |
|
Model Capabilities
Every model is designed with a specific purpose.
Capability | Chat | Vision | Image | Embedding | Audio |
Text Generation | ✓ | — | — | — | — |
Reasoning | ✓ | ✓ | — | — | — |
Image Understanding | — | ✓ | — | — | — |
Image Creation | — | — | ✓ | — | — |
Vector Embeddings | — | — | — | ✓ | — |
Speech Processing | — | — | — | — | ✓ |
Model Selection Workflow
Using a Model
Specify the model when creating a request.
Changing the model property allows you to switch between different AI capabilities without modifying the rest of your request.
Model Properties
Property | Type | Description |
| String | Unique model identifier. |
| String | Human-readable model name. |
| Integer | Maximum input context supported. |
| Boolean | Indicates whether streaming is available. |
| Boolean | Indicates image understanding support. |
| Boolean | Indicates function calling support. |
| String | Current availability of the model. |
Best Practices
Select the smallest model capable of completing your task.
Use reasoning models only when advanced problem-solving is required.
Choose lightweight models for real-time applications.
Keep model selection consistent across similar workflows.
Benchmark multiple models before deploying to production.
Frequently Asked Questions
Next Step
Now that you understand how NovaAI models work, continue to Prompts to learn how well-structured instructions influence model behavior and response quality.