Update app.py

app.py

@@ -169,7 +169,7 @@ def correct_spelling(text):
         corrected_words.append(corrected_word)
     return ' '.join(corrected_words)
 
-# Function to rephrase text and replace words with synonyms while maintaining form
+# Function to rephrase text and replace words with their synonyms while maintaining form
 def rephrase_with_synonyms(text):
     doc = nlp(text)
     rephrased_text = []
@@ -186,17 +186,21 @@ def rephrase_with_synonyms(text):
             pos_tag = wordnet.ADV
         
         if pos_tag:
-            synonym = get_synonym(token.text, pos_tag)
-            if token.pos_ == "VERB":
-                if token.morph.get("Tense") == "Past":
-                    synonym = synonym + 'ed'
-                elif token.tag_ == "VBG":  # Present participle
-                    synonym = synonym + 'ing'
-                elif token.tag_ == "VBZ":  # Third-person singular present
-                    synonym = synonym + 's'
-            elif token.pos_ == "NOUN" and token.tag_ == "NNS":  # Plural nouns
-                synonym += 's' if not synonym.endswith('s') else ""
-            rephrased_text.append(synonym)
+            synonyms = get_synonyms_nltk(token.text, pos_tag)
+            if synonyms:
+                synonym = synonyms[0]  # Just using the first synonym for simplicity
+                if token.pos_ == "VERB":
+                    if token.tag_ == "VBG":  # Present participle (e.g., running)
+                        synonym = synonym + 'ing'
+                    elif token.tag_ == "VBD" or token.tag_ == "VBN":  # Past tense or past participle
+                        synonym = synonym + 'ed'
+                    elif token.tag_ == "VBZ":  # Third-person singular present
+                        synonym = synonym + 's'
+                elif token.pos_ == "NOUN" and token.tag_ == "NNS":  # Plural nouns
+                    synonym += 's' if not synonym.endswith('s') else ""
+                rephrased_text.append(synonym)
+            else:
+                rephrased_text.append(token.text)
         else:
             rephrased_text.append(token.text)
 
@@ -230,15 +234,14 @@ with gr.Blocks() as demo:
         score1 = gr.Textbox(lines=1, label='Prob')
 
         # Connect the prediction function to the button
-        button1.click(predict_en, inputs=[t1], outputs=[label1, score1], api_name='predict_en')
-    
-    with gr.Tab("Humanifier"):
-        text_input = gr.Textbox(lines=5, label="Input Text")
-        paraphrase_button = gr.Button("Paraphrase & Correct")
-        result_output = gr.Textbox(lines=10, label="Humanified Text")
+        button1.click(fn=predict_en, inputs=t1, outputs=[label1, score1])
+
+    with gr.Tab("Paraphrasing & Grammar Correction"):
+        t2 = gr.Textbox(lines=5, label='Enter text for paraphrasing and grammar correction')
+        button2 = gr.Button("🔄 Paraphrase and Correct")
+        result2 = gr.Textbox(lines=5, label='Corrected Text')
 
-        # Connect the paraphrasing function to the button
-        paraphrase_button.click(paraphrase_and_correct, inputs=[text_input], outputs=[result_output])
+        # Connect the paraphrasing and correction function to the button
+        button2.click(fn=paraphrase_and_correct, inputs=t2, outputs=result2)
 
-# Launch the app
-demo.launch()
+demo.launch(share=True)  # Share=True to create a public link