Update README.md

README.md

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 sdk: docker
 pinned: false
+license: mit
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Generate Embeddings API
+
+## Overview
+
+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.
+
+## 🚀 Features
+
+- Generate sentence embeddings using two different pre-trained models:
+  - **all-MiniLM-L6-v2**
+  - **intfloat/e5-large-v2**
+  
+- JSON response with embeddings for each sentence.
+  
+- **FastAPI** backend with easy-to-use endpoints.
+
+## 🔧 Requirements
+
+- Python 3.7+
+- FastAPI
+- SentenceTransformers
+- Uvicorn (for running the app)
+
+### Install dependencies
+
+To install all the required dependencies, run the following:
+
+```bash
+pip install -r requirements.txt
+