---
title: Embedding Service
emoji: 📚
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.44.0
python_version: '3.11'
app_file: app.py
pinned: false
---

# Embedding Service (Sentence Transformers)

This Space exposes a lightweight HTTP API for generating text embeddings using:

- **Model**: `paraphrase-multilingual-MiniLM-L12-v2`
- **Framework**: FastAPI (served via Gradio runtime)

## API

### POST /embed

**Request**
```json
{
  "texts": ["hello world", "مرحبا بالعالم"]
}