Update app.py

app.py

@@ -1,42 +1,31 @@
 import gradio as gr
 from transformers import pipeline
-import torch
-# Project 1: Bilingual Story Generation
-english_story_generator = pipeline("text-generation", model="gpt2")
-arabic_story_generator = pipeline("text-generation", model="aubmindlab/arabert")
 
-def generate_story(prompt, language):
-    if language == "English":
-        return english_story_generator(prompt, max_length=200)[0]['generated_text']
-    else:  # Arabic
-        return arabic_story_generator(prompt, max_length=200)[0]['generated_text']
+# Load the multilingual model for text generation
+model_name = "facebook/mbart-large-50-many-to-many-mmt"
+text_generator = pipeline("text-generation", model=model_name)
 
-# Project 2: Bilingual Text-to-Speech
-english_tts = pipeline("text-to-speech", model="facebook/tts_transformer")
-arabic_tts = pipeline("text-to-speech", model="google/arabic_tts")
-
-def text_to_speech(text, language):
-    if language == "English":
-        audio = english_tts(text)
-    else:  # Arabic
-        audio = arabic_tts(text)
-    return audio
+def generate_text(prompt, language):
+    # Depending on the language, prepend a language token if needed
+    if language == "Arabic":
+        prompt = "<ar>" + prompt
+    else:  # English
+        prompt = "<en>" + prompt
+    
+    generated_text = text_generator(prompt, max_length=200, num_return_sequences=1)
+    return generated_text[0]['generated_text']
 
-# Gradio Interface
+# Create the Gradio interface
 with gr.Blocks() as demo:
+    gr.Markdown("## Bilingual Text Generator")
     with gr.Row():
         language_choice = gr.Radio(choices=["English", "Arabic"], label="Select Language")
-        prompt_input = gr.Textbox(label="Enter a story prompt")
-        generate_button = gr.Button("Generate Story")
-    
-    story_output = gr.Textbox(label="Generated Story", interactive=False)
-    
-    generate_button.click(generate_story, inputs=[prompt_input, language_choice], outputs=story_output)
+        prompt_input = gr.Textbox(label="Enter your prompt", placeholder="Type your prompt here...")
+        generate_button = gr.Button("Generate Text")
     
-    tts_input = gr.Textbox(label="Paste your story for TTS")
-    tts_button = gr.Button("Read Story Aloud")
-    audio_output = gr.Audio(label="Audio Output", type="numpy")
+    output_text = gr.Textbox(label="Generated Text", interactive=False)
     
-    tts_button.click(text_to_speech, inputs=[tts_input, language_choice], outputs=audio_output)
+    generate_button.click(generate_text, inputs=[prompt_input, language_choice], outputs=output_text)
 
+# Launch the Gradio app
 demo.launch()