Update app.py

app.py

@@ -52,7 +52,7 @@ model_name_qa = "distilbert-base-cased-distilled-squad"
 model_qa = AutoModelForQuestionAnswering.from_pretrained(model_name_qa)
 tokenizer_qa = AutoTokenizer.from_pretrained(model_name_qa)
 
-# Initialize pipelines
+# Initialize pipelines for both models
 text_classification_pipeline = pipeline("text-classification", model=model, tokenizer=tokenizer)
 qa_pipeline = pipeline("question-answering", model=model_qa, tokenizer=tokenizer_qa)
 
@@ -89,6 +89,7 @@ if uploaded_file is not None:
         df.to_csv(output, index=False, encoding="utf-8-sig")
         st.download_button("📥 Download Classified News", data=output.getvalue(), file_name="output.csv", mime="text/csv")
 
+        #App Component 3: Think!Think!Think! - Introducing a News Filtering Option
         st.write("🔍 **Filter by Category**")
         categories = ['All', 'Business', 'Opinion', 'Political_gossip', 'Sports', 'World_news']