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

# Nebius Embeddings

> Generate embeddings using Nebius AI Studio

## Overview

Nebius AI Studio provides access to high-quality embedding models.

## Quick Start

```python theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
from praisonaiagents import embedding

result = embedding(
    input="Hello world",
    model="nebius/BAAI/bge-en-icl"
)
print(f"Dimensions: {len(result.embeddings[0])}")
```

## CLI Usage

```bash theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
praisonai embed "Hello world" --model nebius/BAAI/bge-en-icl
```

## Setup

```bash theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
export NEBIUS_API_KEY="your-nebius-api-key"
```

## Available Models

| Model                                    | Dimensions |
| ---------------------------------------- | ---------- |
| `nebius/BAAI/bge-en-icl`                 | 4096       |
| `nebius/BAAI/bge-multilingual-gemma2`    | 3584       |
| `nebius/intfloat/e5-mistral-7b-instruct` | 4096       |

## Related

* [Embedding Providers Overview](/docs/embeddings/index)