Update app.py

app.py

@@ -66,7 +66,7 @@ with st.sidebar:
 st.title("Check Your Paper Now!")
 
 # Main content
-option = st.radio("Select input type:", ("Text"))
+#option = st.radio("Select input type:", "Text")
 
 if option == "Text":
     title_input = st.text_area("Enter Title:")
@@ -99,37 +99,4 @@ if option == "Text":
                                 unsafe_allow_html=True
                             )
                         else:
-                            st.text(label)
-
-elif option == "PDF":
-    uploaded_file = st.file_uploader("Upload a PDF file", type=["pdf"])
-
-    if uploaded_file is not None:
-        with st.spinner("Processing PDF..."):
-            file_path = os.path.join(uploaded_files_dir, uploaded_file.name)
-            with open(file_path, "wb") as f:
-                f.write(uploaded_file.getbuffer())
-            st.success("File uploaded successfully.")
-            st.text(f"File Path: {file_path}")
-            
-            file_text = extract_text_from_pdf(file_path)
-            st.text("Extracted Text:")
-            st.text(file_text)
-
-            if st.button("Predict from PDF Text"):
-                if not file_text.strip():
-                    st.warning("Please upload a PDF with text content.")
-                else:
-                    with st.spinner("Predicting..."):
-                        predicted_class = predict_class(file_text)
-                        if predicted_class is not None:
-                            class_labels = ["Level 1", "Level 2", "Level 3", "Level 4"]
-                            st.text("**Predicted Class:**")
-                            for i, label in enumerate(class_labels):
-                                if i == predicted_class:
-                                    st.markdown(
-                                        f'<div style="background-color: {class_colors[predicted_class]}; padding: 10px; border-radius: 5px; color: white; font-weight: bold;">{label}</div>',
-                                        unsafe_allow_html=True
-                                    )
-                                else:
-                                    st.text(label)
+                            st.text(label)