---
title: Sentence Embedding API
emoji: 🔥
colorFrom: blue
colorTo: green
sdk: docker
sdk_version: 3.10
app_port: 8000
pinned: false
license: mit
---

# Sentence Embedding API 🚀

A production-ready REST API for generating sentence embeddings using transformer models. Built with **FastAPI** and **Sentence-Transformers**.

## 📋 About

This API converts any text into high-dimensional vector embeddings that can be used for:
- Semantic search 🔍
- Text clustering 📊
- Similarity comparison 📝
- Downstream ML tasks 🤖

## 🏗️ Architecture