> ## Documentation Index
> Fetch the complete documentation index at: https://hebo.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Embeddings

> Generate vector embeddings from text

You can generate embeddings with the same OpenAI-compatible API across providers.

Common use cases include semantic search, RAG retrieval, clustering, and deduplication.

```ts Vercel AI SDK highlight={9-13} theme={null}
import { createOpenAICompatible } from "@ai-sdk/openai-compatible";
import { embed } from "ai";

const hebo = createOpenAICompatible({
  name: "hebo",
  apiKey: process.env.HEBO_API_KEY,
  baseURL: "https://gateway.hebo.ai/v1",
});

const { embedding } = await embed({
  model: hebo.embeddingModel("voyage/voyage-3.5"),
  value: "Tell me a joke about monkeys",
});

console.log(embedding.length);
```