> ## 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.

# Fireworks AI Embeddings

> Generate embeddings using Fireworks AI's fast inference

## Overview

Fireworks AI provides fast inference for embedding models with competitive pricing.

## Quick Start

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

result = embedding(
    input="Hello world",
    model="fireworks_ai/nomic-ai/nomic-embed-text-v1.5"
)
print(f"Dimensions: {len(result.embeddings[0])}")
```

## CLI Usage

```bash theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
praisonai embed "Hello world" --model fireworks_ai/nomic-ai/nomic-embed-text-v1.5
```

## Setup

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

## Available Models

| Model                                         | Dimensions |
| --------------------------------------------- | ---------- |
| `fireworks_ai/nomic-ai/nomic-embed-text-v1.5` | 768        |
| `fireworks_ai/WhereIsAI/UAE-Large-V1`         | 1024       |

## Related

* [Embedding Providers Overview](/docs/embeddings/index)
* [Together AI Embeddings](/docs/embeddings/providers/together-ai)