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--- |
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title: Generate Embeddings Api |
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emoji: 😻 |
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colorFrom: blue |
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colorTo: purple |
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sdk: docker |
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pinned: false |
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license: mit |
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--- |
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# Generate Embeddings API |
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## Overview |
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This API provides a simple interface to generate sentence embeddings using **Sentence Transformers** models. The service exposes endpoints where you can send sentences and receive their respective embeddings in a JSON response. |
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## 🚀 Features |
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- Generate sentence embeddings using two different pre-trained models: |
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- **all-MiniLM-L6-v2** |
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- **intfloat/e5-large-v2** |
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- JSON response with embeddings for each sentence. |
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- **FastAPI** backend with easy-to-use endpoints. |
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## 🔧 Requirements |
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- Python 3.7+ |
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- FastAPI |
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- SentenceTransformers |
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- Uvicorn (for running the app) |
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### Install dependencies |
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To install all the required dependencies, run the following: |
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```bash |
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pip install -r requirements.txt |
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