create app.py
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app.py
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import streamlit as st
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from transformers import pipeline
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from responsivevoice import ResponsiveVoice
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import random
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# Pre-trained text-to-speech model
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tts_model = ResponsiveVoice()
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# Choose a pre-trained language model for story generation
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model_name = "gpt2"
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# Initialize pipeline for text generation
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generator = pipeline("text-generation", model=model_name)
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# Define supported languages
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languages = ["en", "fr", "es", "de", "it"]
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def translate_text(text, target_language):
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translator = Translator()
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translated_text = translator.translate(text, dest=target_language).text
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return translated_text
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def generate_and_narrate_story(prompt, language):
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# Generate story based on prompt
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story = generator(prompt, max_length=1024)[0]["generated_text"]
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# Translate story to chosen language
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if language != "en":
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translated_story = translate_text(story, language)
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else:
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translated_story = story
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# Speak the story using the text-to-speech model
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tts_model.speak(translated_story, language)
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# Streamlit app initialization
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st.title("AI Storytelling App")
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# Prompt input
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prompt = st.text_input("Start your story with...")
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# Language selector
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language = st.selectbox("Choose narration language:", languages)
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# Generate story button
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if st.button("Generate and Narrate Story"):
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with st.spinner("Generating and narrating your story..."):
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generate_and_narrate_story(prompt, language)
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# Disclaimer
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st.write("* This app is still under development and may not always generate accurate or coherent results.")
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st.write("* Please be mindful of the content generated by the AI model.")
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