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README.md

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+---
+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"]
+}