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embedding-factory.ts
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49 lines (41 loc) · 1.6 KB
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import { Logger } from './logger';
import {
EmbeddingProvider,
EmbeddingConfig,
OpenAIEmbeddingProvider,
CustomEmbeddingProvider
} from './embedding-provider';
/**
* Factory class for creating embedding providers
*/
export class EmbeddingProviderFactory {
/**
* Creates an embedding provider based on environment variables
* @param logger Logger instance
* @returns Configured embedding provider
*/
static createProvider(logger: Logger): EmbeddingProvider {
const factoryLogger = logger.child('embedding-factory');
// Get provider from PROVIDER environment variable, default to openai
const provider = (process.env.PROVIDER || 'openai').toLowerCase();
factoryLogger.info(`Creating embedding provider: ${provider}`);
switch (provider) {
case 'openai':
return new OpenAIEmbeddingProvider(logger);
case 'custom':
const endpoint = process.env.CUSTOM_ENDPOINT;
if (!endpoint) {
throw new Error('CUSTOM_ENDPOINT environment variable is required when using custom provider');
}
// Validate endpoint URL format
try {
new URL(endpoint);
} catch (error) {
throw new Error(`Invalid custom embedding endpoint URL: ${endpoint}`);
}
return new CustomEmbeddingProvider(endpoint, logger);
default:
throw new Error(`Unknown embedding provider: ${provider}. Must be 'openai' or 'custom'`);
}
}
}