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---
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title: Sentence Embedding API
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emoji: 🔥
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colorFrom: blue
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colorTo: green
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sdk: docker
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sdk_version: 3.10
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app_port: 8000
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pinned: false
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license: mit
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---
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# Sentence Embedding API 🚀
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A production-ready REST API for generating sentence embeddings using transformer models. Built with **FastAPI** and **Sentence-Transformers**.
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## 📋 About
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This API converts any text into high-dimensional vector embeddings that can be used for:
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- Semantic search 🔍
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- Text clustering 📊
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- Similarity comparison 📝
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- Downstream ML tasks 🤖
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## 🏗️ Architecture
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