MastraModelGateway
Abstract base class for implementing custom model gateways. Gateways handle provider-specific logic for accessing language models, including provider configuration, authentication, URL construction, and model instantiation.
Class Overview
import { MastraModelGateway, type ProviderConfig } from '@mastra/core/llm';
import { createOpenAICompatible } from '@ai-sdk/openai-compatible-v5';
import type { LanguageModelV2 } from '@ai-sdk/provider-v5';
class MyCustomGateway extends MastraModelGateway {
readonly id = 'my-custom-gateway';
readonly name = 'My Custom Gateway';
readonly prefix = 'custom';
async fetchProviders(): Promise<Record<string, ProviderConfig>> {
return {
'my-provider': {
name: 'My Provider',
models: ['model-1', 'model-2'],
apiKeyEnvVar: 'MY_API_KEY',
gateway: this.id,
},
};
}
buildUrl(modelId: string, envVars?: Record<string, string>): string {
return 'https://api.my-provider.com/v1';
}
async getApiKey(modelId: string): Promise<string> {
const apiKey = process.env.MY_API_KEY;
if (!apiKey) throw new Error('MY_API_KEY not set');
return apiKey;
}
async resolveLanguageModel({
modelId,
providerId,
apiKey,
}: {
modelId: string;
providerId: string;
apiKey: string;
}): Promise<LanguageModelV2> {
const baseURL = this.buildUrl(`${providerId}/${modelId}`);
return createOpenAICompatible({
name: providerId,
apiKey,
baseURL,
}).chatModel(modelId);
}
}
Required Properties
id:
name:
Optional Properties
prefix:
Required Methods
fetchProviders()
Fetches provider configurations from the gateway.
Returns: Promise<Record<string, ProviderConfig>>
ProviderConfig Structure:
name:
models:
apiKeyEnvVar:
gateway:
url?:
apiKeyHeader?:
docUrl?:
buildUrl()
Builds the API URL for a specific model/provider combination.
Parameters:
modelId:
envVars?:
Returns: string | undefined | Promise<string | undefined>
getApiKey()
Retrieves the API key for authentication.
Parameters:
modelId:
Returns: Promise<string>
resolveLanguageModel()
Creates a language model instance.
Parameters:
modelId:
providerId:
apiKey:
Returns: Promise<LanguageModelV2> | LanguageModelV2
Instance Methods
getId()
Returns the gateway's unique identifier.
Returns: string - The gateway's id property
Model ID Format
When a gateway has a prefix, models are accessed using this format:
[prefix]/[provider]/[model]
Examples:
- With prefix
'custom':'custom/my-provider/model-1' - Without prefix:
'my-provider/model-1'
Built-in Implementations
- NetlifyGateway - Netlify AI Gateway integration
- ModelsDevGateway - Registry of OpenAI-compatible providers
Related
- Custom Gateways Guide - Complete guide to creating custom gateways
- Mastra.addGateway() - Add a gateway to Mastra
- Mastra.getGateway() - Get gateway by registration key
- Mastra.getGatewayById() - Get gateway by ID
- Mastra.listGateways() - List all gateways