Update app.py
Browse files
app.py
CHANGED
@@ -10,95 +10,50 @@ from email.mime.multipart import MIMEMultipart
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from email.mime.text import MIMEText
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from email.mime.audio import MIMEAudio
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#from dotenv import load_dotenv
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# Load environment variables
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#load_dotenv()
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# Image-to-text function
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def img2txt(url: str) -> str:
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print("Initializing captioning model...")
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captioning_model = pipeline("image-to-text", model="Salesforce/blip-image-captioning-base")
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print("Generating text from the image...")
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text = captioning_model(url, max_new_tokens=20)[0]["generated_text"]
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print(text)
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return text
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# Text-to-story generation function
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def txt2story(prompt: str, top_k: int, top_p: float, temperature: float) -> str:
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client = Together(api_key=os.environ.get("TOGETHER_API_KEY"))
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story_prompt = f"Write a short story of no more than 250 words based on the following prompt: {prompt}"
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stream = client.chat.completions.create(
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model="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
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messages=[
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{"role": "system", "content": '''As an experienced short story writer, write a meaningful story influenced by the provided prompt.
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Ensure the story does not exceed 250 words.'''},
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{"role": "user", "content": story_prompt}
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],
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top_k=top_k,
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top_p=top_p,
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temperature=temperature,
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stream=True
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)
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story = ''
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for chunk in stream:
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story += chunk.choices[0].delta.content
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return story
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# Text-to-speech function
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def txt2speech(text: str) -> None:
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print("Converting text to speech using gTTS...")
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tts = gTTS(text=text, lang='en')
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tts.save("audio_story.mp3")
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# Get user preferences function
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def get_user_preferences() -> Dict[str, str]:
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preferences = {
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'continent': st.selectbox("Continent", ["North America", "Europe", "Asia", "Africa", "Australia"]),
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'genre': st.selectbox("Genre", ["Science Fiction", "Fantasy", "Mystery", "Romance"]),
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'setting': st.selectbox("Setting", ["Future", "Medieval times", "Modern day", "Alternate reality"]),
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'plot': st.selectbox("Plot", ["Hero's journey", "Solving a mystery", "Love story", "Survival"]),
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'tone': st.selectbox("Tone", ["Serious", "Light-hearted", "Humorous", "Dark"]),
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'theme': st.selectbox("Theme", ["Self-discovery", "Redemption", "Love", "Justice"]),
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'conflict': st.selectbox("Conflict Type", ["Person vs. Society", "Internal struggle", "Person vs. Nature", "Person vs. Person"]),
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'twist': st.selectbox("Mystery/Twist", ["Plot twist", "Hidden identity", "Unexpected ally/enemy", "Time paradox"]),
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'ending': st.selectbox("Ending", ["Happy", "Bittersweet", "Open-ended", "Tragic"])
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}
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return preferences
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# Function to send the story via email using smtplib
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def send_story_email(recipient_email: str, story_text: str, audio_file_path: str) -> bool:
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try:
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# Create the email
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msg = MIMEMultipart()
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msg['From'] = sender_email
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msg['To'] = recipient_email
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msg['Subject'] = "Your Generated Story"
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# Attach the story text
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msg.attach(MIMEText(f"Here's your generated story:\n\n{story_text}\n\nEnjoy!", 'plain'))
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# Attach the audio file
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with open(audio_file_path, 'rb') as audio_file:
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audio_part = MIMEAudio(audio_file.read(), _subtype='mp3')
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audio_part.add_header('Content-Disposition', 'attachment', filename=os.path.basename(audio_file_path))
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msg.attach(audio_part)
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# Send the email
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with smtplib.SMTP(smtp_server, smtp_port) as server:
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server.starttls()
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server.login(sender_email, sender_password)
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server.send_message(msg)
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@@ -108,113 +63,39 @@ def send_story_email(recipient_email: str, story_text: str, audio_file_path: str
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print(f"Error sending email: {str(e)}")
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return False
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# Basic email validation function
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def validate_email(email: str) -> bool:
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pattern = r'^[\w\.-]+@[\w\.-]+\.\w+$'
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return re.match(pattern, email) is not None
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# Main Streamlit application
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def main():
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st.set_page_config(
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page_icon="🖼️",
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layout="wide"
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)
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st.title("Turn the Image into Audio Story")
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if "story" not in st.session_state:
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st.session_state.story = ""
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if "audio_file_path" not in st.session_state:
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st.session_state.audio_file_path = ""
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if "caption" not in st.session_state:
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st.session_state.caption = ""
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# Main content area
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col1, col2 = st.columns([2, 3])
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with col1:
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# Image upload section
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st.markdown("## 📷 Upload Image")
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uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"])
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# Story preferences section
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st.markdown("## 🎭 Story Preferences")
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preferences = get_user_preferences()
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with col2:
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if uploaded_file is not None:
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# Display uploaded image
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st.markdown("## 🖼️ Your Image")
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bytes_data = uploaded_file.read()
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with open("uploaded_image.jpg", "wb") as file:
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file.write(bytes_data)
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st.image(uploaded_file, use_column_width=True)
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# Process image and generate story
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if st.button("🎨 Generate Story"):
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with st.spinner("🤖 AI is working its magic..."):
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try:
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# Get image description
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scenario = img2txt("uploaded_image.jpg")
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st.session_state.caption = scenario # Store caption in session state
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# Create story prompt
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prompt = f"""Based on the image description: '{scenario}',
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create a {preferences['genre']} story set in {preferences['setting']}
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in {preferences['continent']}. The story should have a {preferences['tone']}
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tone and explore the theme of {preferences['theme']}. The main conflict
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should be {preferences['conflict']}. The story should have a {preferences['twist']}
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and end with a {preferences['ending']} ending."""
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# Generate story
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story = txt2story(prompt, top_k=5, top_p=0.8, temperature=1.5)
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st.session_state.story = story # Store story in session state
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# Convert to audio
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txt2speech(story)
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st.session_state.audio_file_path = "audio_story.mp3" # Store audio path in session state
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if st.session_state.story:
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st.markdown("---")
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# Image caption
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with st.expander("📜 Image Caption", expanded=True):
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st.write(st.session_state.caption)
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# Story text
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with st.expander("📖 Generated Story", expanded=True):
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st.write(st.session_state.story)
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#
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with st.expander("🎧 Audio Version", expanded=True):
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st.audio(st.session_state.audio_file_path)
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# Email section
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st.markdown("---")
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st.markdown("## 📧 Get Story via Email")
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email = st.text_input(
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"Enter your email address:",
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help="We'll send you the story text and audio file"
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)
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if st.button("📤 Send to Email"):
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if
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else:
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with st.spinner("📨 Sending email..."):
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if send_story_email(email, st.session_state.story, st.session_state.audio_file_path):
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st.success(f"Email sent to: {email}")
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else:
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st.error("❌ Failed to send email. Please try again.")
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if __name__ == '__main__':
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main()
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from email.mime.text import MIMEText
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from email.mime.audio import MIMEAudio
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def img2txt(url: str) -> str:
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captioning_model = pipeline("image-to-text", model="Salesforce/blip-image-captioning-base")
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text = captioning_model(url, max_new_tokens=20)[0]["generated_text"]
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return text
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def txt2story(prompt: str, top_k: int, top_p: float, temperature: float) -> str:
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client = Together(api_key=os.environ.get("TOGETHER_API_KEY"))
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story_prompt = f"Write a short story of no more than 250 words based on the following prompt: {prompt}"
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stream = client.chat.completions.create(
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model="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
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messages=[{"role": "user", "content": story_prompt}],
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top_k=top_k,
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top_p=top_p,
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temperature=temperature,
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stream=True
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)
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story = ''.join(chunk.choices[0].delta.content for chunk in stream)
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return story
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def txt2speech(text: str) -> None:
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tts = gTTS(text=text, lang='en')
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tts.save("audio_story.mp3")
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def send_story_email(recipient_email: str, story_text: str, audio_file_path: str) -> bool:
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try:
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smtp_server = os.environ.get("SMTP_SERVER")
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smtp_port = int(os.environ.get("SMTP_PORT", 587))
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sender_email = os.environ.get("SENDER_EMAIL")
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sender_password = os.environ.get("SENDER_PASSWORD")
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msg = MIMEMultipart()
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msg['From'] = sender_email
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msg['To'] = recipient_email
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msg['Subject'] = "Your Generated Story"
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msg.attach(MIMEText(f"Here's your generated story:\n\n{story_text}\n\nEnjoy!", 'plain'))
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with open(audio_file_path, 'rb') as audio_file:
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audio_part = MIMEAudio(audio_file.read(), _subtype='mp3')
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audio_part.add_header('Content-Disposition', 'attachment', filename=os.path.basename(audio_file_path))
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msg.attach(audio_part)
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with smtplib.SMTP(smtp_server, smtp_port) as server:
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server.starttls()
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server.login(sender_email, sender_password)
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server.send_message(msg)
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print(f"Error sending email: {str(e)}")
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return False
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def validate_email(email: str) -> bool:
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pattern = r'^[\w\.-]+@[\w\.-]+\.\w+$'
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return re.match(pattern, email) is not None
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def main():
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st.set_page_config(page_title="🎨 Image-to-Audio Story 🎧", layout="wide")
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st.title("Turn the Image into Audio Story")
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uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"])
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if uploaded_file is not None:
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st.image(uploaded_file)
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if st.button("🎨 Generate Story"):
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scenario = img2txt(uploaded_file) # Process the uploaded image
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prompt = f"Create a story based on: {scenario}"
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story = txt2story(prompt, top_k=5, top_p=0.8, temperature=1.5)
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txt2speech(story)
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st.session_state.story = story
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st.audio("audio_story.mp3") # Use Streamlit's audio player
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email = st.text_input("Enter your email address:")
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if st.button("📤 Send to Email"):
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if validate_email(email):
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if send_story_email(email, story, "audio_story.mp3"):
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st.success(f"Email sent to: {email}")
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else:
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st.error("❌ Failed to send email.")
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else:
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st.error("Please enter a valid email address.")
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if __name__ == '__main__':
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main()
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