Fixed bug

REMOVED "app_file" ENTRY

README.md

@@ -8,13 +8,36 @@ app_port: 8501
 tags:
 - streamlit
 pinned: false
-short_description: Streamlit template space
+short_description: Streamlit Demo App
 license: apache-2.0
 ---
 
-# Welcome to Streamlit!
+# 📧 Spam Classifier Agent Live Demo
 
-Edit `/src/streamlit_app.py` to customize this app to your heart's desire. :heart:
+A Streamlit web application that leverages a fine-tuned GPT-2 model to classify text messages as either "SPAM" or "NOT SPAM". This agent helps users quickly determine the nature of a message. Try it here @ [SoggyBurritos/Spam_Classifier_Agent](https://huggingface.co/spaces/SoggyBurritos/Spam_Classifier_Agent)
 
-If you have any questions, checkout our [documentation](https://docs.streamlit.io) and [community
-forums](https://discuss.streamlit.io).
+## ✨ Features
+
+* **Text Input:** Easily enter any text message for classification.
+* **Real-time Prediction:** Get instant results on whether the message is spam or not.
+* **Probability Scores:** View the confidence scores for both "SPAM" and "NOT SPAM" categories.
+* **Intuitive UI:** A clean and user-friendly interface built with Streamlit.
+* **Fine-tuned GPT-2 Model:** Utilizes a powerful transformer model for accurate classification.
+
+## 💻 How to Use
+
+1.  **Enter Text:** Type or paste the message you want to classify into the provided text area.
+2.  **Analyze:** Click the "Analyze Text" button.
+3.  **View Results:** The application will display the prediction (SPAM or NOT SPAM) along with the probability scores.
+
+## ⚙️ Technical Details for Hugging Face Spaces
+
+**App File Location:**
+The main Streamlit application script is located at `streamlit/app/main.py`. Hugging Face Spaces will be configured to run this specific file.
+
+**Dependencies:**
+All required Python packages for this deployment is listed in `requirements.txt`.
+
+**Model & Data:**
+* The fine-tuned GPT-2 model weights (`Spam-Classifier-GPT2-Model.pt`) are expected to be in the `models/` directory at the root of the repository.
+* The application also relies on data preparation scripts which may download or create necessary data files.