Parameter Validation & Transformation System

This system handles the "whack-a-mole" problem where different AI models/providers require different parameter formats.

Different models have different requirements:

• Qwen3-32B: reasoning_effort must be 'none' or 'default'
• OpenAI o1/o3: reasoning_effort can be 'low', 'medium', 'high'
• Anthropic: Uses extended_thinking budget tokens instead
• Some models: Don't support certain parameters at all

In model-configs.ts, SelectParameters can define an apiMapping to translate UI values to API values:

{
  key: 'reasoningEffort',
  label: 'Reasoning Effort',
  type: 'select',
  options: [
    { value: 'none', label: 'None' },
    { value: 'default', label: 'Default' }
  ],
  default: 'default',
  apiMapping: {
    'none': 'none',
    'default': 'default',
    // Backwards compatibility
    'low': 'none',
    'medium': 'default',
    'high': 'default'
  }
}

The transformParametersForAPI() function automatically applies these mappings:

import { transformParametersForAPI } from "./model-configs.ts";

// Transform before sending to API
const transformedParams = transformParametersForAPI(model, {
  reasoningEffort: 'medium', // UI value
  webSearch: true,
});
// Result: { reasoningEffort: 'default', webSearch: true }

The validateParameters() function checks if parameters are valid:

import { validateParameters } from "./model-configs.ts";

const errors = validateParameters(modelId, params);
if (errors.length > 0) {
  console.error("Validation errors:", errors);
}

// In complete() or stream() method:
const transformedParams = transformParametersForAPI(model, {
  reasoningEffort: options?.reasoningEffort,
  imageDetail: options?.imageDetail,
  webSearch: options?.webSearch,
  codeExecution: options?.codeExecution,
});

// Only add parameters if model supports them AND they're defined
if (transformedParams.reasoningEffort && modelSupportsParameter(model, 'reasoningEffort')) {
  requestBody.reasoning_effort = transformedParams.reasoningEffort;
}

{
  id: 'custom-model',
  name: 'Custom Model',
  provider: 'custom',
  parameters: [
    {
      key: 'thinkingLevel',
      label: 'Thinking Level',
      type: 'select',
      options: [
        { value: 'fast', label: 'Fast' },
        { value: 'balanced', label: 'Balanced' },
        { value: 'deep', label: 'Deep' }
      ],
      default: 'balanced',
      // Map to what the API actually expects
      apiMapping: {
        'fast': '1',
        'balanced': '2',
        'deep': '3'
      }
    }
  ],
  // Optional: Custom transformation logic
  transformParameters: (params) => {
    const transformed = { ...params };
    // Custom logic here
    if (params.special_feature) {
      transformed.enable_experimental = true;
    }
    return transformed;
  }
}

1. Single Source of Truth: Model configs define both UI and API requirements
2. Backwards Compatibility: Old parameter values can be mapped to new ones
3. Type Safety: TypeScript ensures parameters are validated at compile time
4. Easy Debugging: Clear error messages when parameters don't match
5. Extensible: Add new parameter types and transformations easily

To test parameter validation:

import { validateParameters, transformParametersForAPI } from "./model-configs.ts";

// Test validation
const errors = validateParameters('qwen/qwen3-32b', {
  reasoningEffort: 'medium', // Valid (will be mapped)
  temperature: 0.7,
});
console.log("Validation errors:", errors); // Should be empty

// Test transformation
const transformed = transformParametersForAPI('qwen/qwen3-32b', {
  reasoningEffort: 'medium',
});
console.log("Transformed:", transformed); // { reasoningEffort: 'default' }

1. Check your model's API documentation
2. Find any parameters with specific value requirements
3. Add apiMapping to those parameters in model-configs.ts
4. Update provider to use transformParametersForAPI()

1. Define parameter configs in model-configs.ts
2. Use transformParametersForAPI() before building request body
3. Use modelSupportsParameter() to check if parameter is supported
4. Optionally add validation before making API calls

const transformed = transformParametersForAPI(model, {
  reasoningEffort: options?.reasoningEffort,
});

if (transformed.reasoningEffort && modelSupportsParameter(model, 'reasoningEffort')) {
  requestBody.reasoning_effort = transformed.reasoningEffort;
}

const errors = validateParameters(modelId, params);
if (errors.length > 0) {
  throw new Error(`Invalid parameters: ${errors.join(', ')}`);
}

const transformed = transformParametersForAPI(model, {
  reasoningEffort: options?.reasoningEffort ?? 'medium', // UI default
});
// Will automatically map 'medium' to API value