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

# Embedding models

> Every embedding model on Infery, grouped by what it takes as input.

Called through `POST /v1/embeddings`.

**9 models.** Grouped by input, because that is the choice you make first — a model that
turns an image into a video is not interchangeable with one that starts from a prompt.

Prices are not listed here: they change, and a stale price is worse than none. See the
[live catalogue](https://infery.ai/models) for current rates, and each model's own page there for its full
parameter schema.

## Text → vector (9)

| Model                            | Owner    | Also accepts | Notes                       |
| -------------------------------- | -------- | ------------ | --------------------------- |
| `qwen-text-embedding-v3`         | alibaba  | —            | 8k ctx                      |
| `qwen-text-embedding-v4`         | alibaba  | —            | 8k ctx                      |
| `bge-base-en-v1.5`               | BAAI     | —            | 1k ctx                      |
| `gemini-embedding-001`           | google   | —            | 2k ctx, 0k out              |
| `gemini-embedding-2`             | google   | —            | 8k ctx, 0k out, vision, pdf |
| `multilingual-e5-large-instruct` | intfloat | —            | 1k ctx                      |
| `text-embedding-3-large`         | openai   | —            | 8k ctx                      |
| `text-embedding-3-small`         | openai   | —            | 8k ctx                      |
| `text-embedding-ada-002`         | openai   | —            | 8k ctx                      |