embeddings

Embeddings

Generate Embeddings

Generate Embeddings is a embeddings capability available through OpenAI, Pinecone, Weaviate and 1 more on Aweb. Vector embeddings from text. Access it through a single unified API with automatic failover and intelligent routing.

Try Generate EmbeddingsAPI docs

Best for

Highest quality

OpenAI, Pinecone

Premium tier

Contract

Max Latency2000ms

Providers (4)

ProviderScoreQualityPricing
OpenAIDEFAULT
85premiumpremium
Pinecone
80premiumstandard
Weaviate
80premiumstandard
Mistral AI
88premiumstandard

Quick start

Call Generate Embeddings through Alfred — automatic provider selection, failover, and load balancing included.

cURL

curl -X POST https://api.alfred-ai.app/v1/execute \
  -H "Authorization: Bearer $ALFRED_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "capability": "embeddings.generate",
    "input": { "prompt": "Hello world" }
  }'

TypeScript

import { Alfred } from '@alfred/core';

const alfred = new Alfred({ apiKey: process.env.ALFRED_API_KEY });

// Alfred automatically selects the best provider
const result = await alfred.execute({
  capability: 'embeddings.generate',
  input: { prompt: 'Hello world' },
});

console.log(result.output);

Orchestration pipeline

import { Alfred } from '@alfred/core';

const alfred = new Alfred({ apiKey: process.env.ALFRED_API_KEY });

// Multi-step pipeline with automatic failover
const result = await alfred.orchestrate({
  steps: [
    { id: 'step1', capability: 'embeddings.generate', input: { prompt: 'Hello world' } },
    { id: 'step2', capability: 'llm.chat', dependsOn: ['step1'],
      input: { prompt: 'Summarize: $step1.output' } },
  ],
});
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