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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
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