README.md

---
title: LM Studios Sentiment Detector
emoji: 💬
colorFrom: gray
colorTo: indigo
sdk: gradio
sdk_version: 5.29.0
app_file: app.py
pinned: false
---
![Version 1 Complete](version_1_badge.png)


# 💬 LM Studios Sentiment Detector

Welcome to the official AI demo space by Walkerman, built under LM Studios. This model detects whether a sentence expresses positive or negative sentiment using machine learning.

✅ Built with: Python, scikit-learn, and Gradio  
🌐 Powered by Hugging Face Spaces

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
# 💬 LM Studios Sentiment Detector

This is a lightweight AI tool created by **Mr. Jack (aka The Walkerman)**, developed under the **LM Studios** label.

🔍 **What It Does:**  
Type a sentence, and the AI will determine whether the sentiment behind it is **Positive** or **Negative** using natural language processing.

🧠 **Built With:**
- Python
- scikit-learn (Naive Bayes model)
- TF-IDF Vectorizer
- Gradio for web interface

🚀 **Why It Matters:**  
This project demonstrates a full-cycle AI build—from data collection and training to deployment—delivered in a user-friendly format anyone can try, from desktop or mobile.

🌐 **Created for:**  
- Educators  
- Beginners learning AI  
- Demo use for real-time sentiment checking  
- LM Studios showcase of cloud-based AI apps

✨ _Keep the pace, keep the faith._  
_This is The Walkerman’s Sentiment Detector._

📌 [Powered by Hugging Face Spaces | Built with Gradio]
---

[Download the How-to Guide (PDF)](LM_Studios_Emotion_Detector_Guide%20(1).pdf)
---

### 🧠 Try These Sample Prompts:
Not sure what to write? Try starting with something real.

- "I feel like I’m trying, but no one sees me."
- "Work has been really frustrating lately."
- "I’m so excited about this weekend!"
- "I just want peace, but everything’s loud."

💬 **Tip:** Speak from the heart. The AI works best when you describe what you're feeling—not just the facts.