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Vector Search
Vector Search is a search capability available through Weaviate, Upstash, Typesense on Aweb. Similarity search using vector embeddings. Access it through a single unified API with automatic failover and intelligent routing.
Best for
Highest quality
Weaviate, Upstash
Premium tier
Most affordable
Upstash, Typesense
Economy tier
Contract
Providers (3)
Quick start
Call Vector Search 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": "search.vector",
"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: 'search.vector',
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: 'search.vector', input: { prompt: 'Hello world' } },
{ id: 'step2', capability: 'llm.chat', dependsOn: ['step1'],
input: { prompt: 'Summarize: $step1.output' } },
],
});