---
title: "Keyword Extraction App"
emoji: 🧠
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: "4.0.0"
app_file: app.py
pinned: false
license: mit
---

# 🔍 **Keyword Extraction App**

### ☁️ *Render API Integrated with Hugging Face Gradio*

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## 📋 **Project Overview**
This app demonstrates how to connect a **Gradio interface on Hugging Face** with a **Flask API deployed on Render**.  
It performs **keyword extraction** from any text input by making live API calls to the backend.

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## 🚀 **How It Works**
1. User enters text into the Gradio interface.  
2. The frontend sends the text to the Render-hosted API endpoint:  
   🔗 [`https://carecompanion-keywordextraction.onrender.com/extract_keywords`](https://carecompanion-keywordextraction.onrender.com/extract_keywords)  
3. The backend extracts important keywords using NLP models and returns them to the Gradio interface.  
4. The extracted keywords are displayed instantly.

---

## 🧩 **Tech Stack**
- **Frontend:** Gradio (Hugging Face Spaces)  
- **Backend:** Flask (deployed on Render)  
- **Language:** Python  
- **Model:** NLP-based keyword extraction pipeline  

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## 💻 **Usage**
1. Enter or paste any text into the input box.  
2. Click **“Submit”**.  
3. Instantly view extracted keywords.

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## 🧑‍💻 **Developer**
**Aaditya Ramrame**  
🔗 Hugging Face: [@Aadityaramrame](https://huggingface.co/Aadityaramrame)  
☁️ Render API: [Keyword Extraction API](https://carecompanion-keywordextraction.onrender.com/extract_keywords)

---

## 🧠 Example Input