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Generated Models

Flio.ai API allows users to utilize custom models generated through Flio.ai GPT. These models provide specialized routing logic and optimization strategies tailored to specific business requirements.

🤖 What Are Generated Models?

Generated models are custom-trained AI models that can:

  • Override Standard Parameters: When a model is selected, it automatically disables and overrides the problem, objective, and solver parameters
  • Apply Custom Logic: Implement specialized routing algorithms and constraints
  • Business-Specific Optimization: Provide solutions tailored to your industry or use case
  • Advanced Constraints: Handle complex business rules and requirements

⚙️ Model Usage

You can specify a custom model using the options.model parameter:

{
  "options": {
    "model": "model-2025-08-08-v2",
    "map": "geographic",
    "timeout": 300
  }
}

Note: When a model is specified, the following parameters are automatically disabled: - problem - Determined by the model - objective - Set by the model - solver - Configured by the model

📊 Model Capabilities

Feature Default Custom Models
Problem Types Standard set Extended + Custom
Objectives Basic (3 types) Advanced + Hybrid
Constraints Basic Complex + Business-specific
Optimization General Specialized algorithms
Performance Good Optimized for use case

🔧 Getting Started

1. Generate Your Model

Visit chat.flio.ai to create custom models for your specific routing needs.

2. Test Model Availability

The API will automatically validate model existence when specified.

3. Apply Model Logic

Your custom model will handle all routing decisions and constraints.

💡 When to Use Custom Models

Use Default When:

  • Standard routing problems
  • General optimization needs
  • Quick prototyping
  • Learning/testing

Use Custom Models When:

  • Industry-specific requirements
  • Complex business constraints
  • Performance optimization needed
  • Specialized algorithms required

🚀 Advanced Features

Custom models can provide:

  • Hybrid Optimization: Combine multiple objectives intelligently
  • Dynamic Constraints: Adapt to real-time conditions
  • Business Rules: Enforce company-specific policies
  • Performance Tuning: Optimized for your data patterns

Custom models unlock advanced routing capabilities tailored to your specific business needs.