| import streamlit as st | |
| st.set_page_config(page_title="Stack Overflow Tag Predictor", layout="centered") | |
| st.title("🔖 Stack Overflow Tag Predictor") | |
| with st.expander("📘 About This App"): | |
| st.markdown(""" | |
| Welcome to **TagGPT** – your smart assistant for predicting relevant Stack Overflow tags! | |
| This app helps you get the best tags for your programming questions using a trained machine learning model. | |
| --- | |
| ### 💡 How It Works: | |
| - 📝 Enter a **question title** and a **detailed description** (code, error, or explanation). | |
| - 🧹 The app **cleans** and processes your text. | |
| - 🧠 It uses a pre-trained ML model to **predict the most relevant tags**. | |
| - 🎯 Adjust the **confidence threshold** to control how strict the tag suggestions are. | |
| --- | |
| ### 🧪 What's Under the Hood: | |
| - ✅ TF-IDF for text representation | |
| - ✅ Multilabel classification using `OneVsRest` with a powerful classifier | |
| - ✅ Trained on real Stack Overflow questions | |
| --- | |
| ### 🚀 Try it out! | |
| Just fill in the fields below and hit **🔍 Predict Tags** to see the magic ✨ | |
| """) | |
| st.markdown( | |
| """ | |
| <div style="margin-top: 40px; text-align: center;"> | |
| <h4 style="color: #6A11CB;">👩💻 About the Creator</h4> | |
| <p style="color: #555; font-size: 16px;"> | |
| <strong>Harika Padyala</strong><br> | |
| Passionate AI Developer & Data Enthusiast<br> | |
| Building smart, accessible AI apps for everyone! 🚀 | |
| </p> | |
| <div style="margin-top: 15px;"> | |
| <a href="https://github.com/Harika22-08?tab=repositories" target="_blank"> | |
| <img src="https://img.shields.io/badge/GitHub-000000?style=for-the-badge&logo=github&logoColor=white"> | |
| </a> | |
| <a href="https://www.linkedin.com/in/harika-padyala-67a882305/" target="_blank"> | |
| <img src="https://img.shields.io/badge/LinkedIn-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white"> | |
| </a> | |
| </div> | |
| </div> | |
| """, | |
| unsafe_allow_html=True, | |
| ) | |