@nomyx/assistant/src/ai/providers/AzureProvider/embedding.ts

A powerful assistant library and cli for your AI projects. works with Vertex AI (Claude and Gemini)

import axios from 'axios';
import { AzureConfig } from './config';
import { AzureEmbeddingRequestBody, AzureEmbeddingResponse } from './types';

export async function embed(config: AzureConfig, text: string): Promise<number[]> {
  const url = config.getApiUrl('embeddings');
  const requestBody: AzureEmbeddingRequestBody = { input: text };

  const response = await axios.post<AzureEmbeddingResponse>(url, requestBody, {
    headers: {
      'Content-Type': 'application/json',
      'api-key': config.apiKey,
    },
  });

  return response.data.data[0].embedding;
}

export async function embedBatch(config: AzureConfig, texts: string[]): Promise<number[][]> {
  const url = config.getApiUrl('embeddings');
  const requestBody: AzureEmbeddingRequestBody = { input: texts };

  const response = await axios.post<AzureEmbeddingResponse>(url, requestBody, {
    headers: {
      'Content-Type': 'application/json',
      'api-key': config.apiKey,
    },
  });

  return response.data.data.map(item => item.embedding);
}