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azeus
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3f02f09
1
Parent(s):
f4fea85
updated reqs
Browse files
app.py
CHANGED
@@ -1,10 +1,20 @@
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# app.py
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import gradio as gr
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from transformers import pipeline
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import imaplib
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import email
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from email.header import decode_header
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import traceback
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def create_summarizer():
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@@ -15,9 +25,26 @@ def create_summarizer():
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def connect_to_email(email_address, app_password, imap_server="imap.gmail.com"):
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"""Connect to email server using IMAP"""
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try:
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mail = imaplib.IMAP4_SSL(imap_server)
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except Exception as e:
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return None, f"Error connecting to email: {str(e)}"
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@@ -47,10 +74,16 @@ def get_emails(mail, num_emails=5):
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if email_message.is_multipart():
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for part in email_message.walk():
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if part.get_content_type() == "text/plain":
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-
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else:
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emails.append({
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'subject': subject,
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@@ -82,6 +115,10 @@ def summarize_text(summarizer, text, max_length=130, min_length=30):
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def process_emails(email_address, app_password, num_emails=5):
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"""Main function to process and summarize emails"""
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try:
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# Initialize summarizer
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summarizer = create_summarizer()
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@@ -96,10 +133,10 @@ def process_emails(email_address, app_password, num_emails=5):
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return error
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# Process summaries
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output = ""
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for i, email_data in enumerate(emails, 1):
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summary = summarize_text(summarizer, email_data['body'])
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output += f"\
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output += f"Subject: {email_data['subject']}\n"
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output += f"Summary: {summary}\n"
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output += "-" * 50 + "\n"
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return f"Error: {str(e)}\n{traceback.format_exc()}"
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finally:
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if 'mail' in locals():
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# Create Gradio interface
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def create_interface():
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with gr.Blocks() as demo:
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gr.Markdown("""
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# Email Summarizer
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This app connects to your email account and
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""")
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with gr.Row():
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summarize_btn.click(
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fn=process_emails,
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outputs=output
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)
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return demo
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# app.py
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import gradio as gr
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from transformers import pipeline
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import imaplib # Using built-in imaplib instead of imaplib-ng
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import email
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from email.header import decode_header
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import traceback
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from email_validator import validate_email, EmailNotValidError
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def validate_email_address(email_address):
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"""Validate email address format"""
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try:
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validate_email(email_address)
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return True
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except EmailNotValidError:
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return False
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def create_summarizer():
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def connect_to_email(email_address, app_password, imap_server="imap.gmail.com"):
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"""Connect to email server using IMAP"""
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try:
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if not validate_email_address(email_address):
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return None, "Invalid email address format"
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print(f"Attempting to connect to {imap_server}...")
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mail = imaplib.IMAP4_SSL(imap_server)
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print("Connection established, attempting login...")
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try:
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mail.login(email_address, app_password)
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print("Login successful!")
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return mail, None
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except imaplib.IMAP4.error as e:
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if "Invalid credentials" in str(e):
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return None, "Invalid email or password. For Gmail, make sure you're using an App Password and have 2-Step Verification enabled."
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elif "IMAP not enabled" in str(e):
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return None, "IMAP is not enabled for this account. Please enable IMAP in your email settings."
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else:
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return None, f"Login error: {str(e)}"
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except imaplib.IMAP4.error as e:
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return None, f"IMAP error: {str(e)}"
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except Exception as e:
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return None, f"Error connecting to email: {str(e)}"
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if email_message.is_multipart():
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for part in email_message.walk():
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if part.get_content_type() == "text/plain":
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try:
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body = part.get_payload(decode=True).decode()
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break
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except:
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continue
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else:
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try:
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body = email_message.get_payload(decode=True).decode()
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except:
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body = email_message.get_payload()
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emails.append({
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'subject': subject,
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def process_emails(email_address, app_password, num_emails=5):
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"""Main function to process and summarize emails"""
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try:
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# Basic validation
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if not email_address or not app_password:
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return "Please provide both email address and password."
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# Initialize summarizer
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summarizer = create_summarizer()
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return error
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# Process summaries
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output = "π§ Email Summaries:\n" + "=" * 50 + "\n"
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for i, email_data in enumerate(emails, 1):
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summary = summarize_text(summarizer, email_data['body'])
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output += f"\nπ Email {i}:\n"
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output += f"Subject: {email_data['subject']}\n"
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output += f"Summary: {summary}\n"
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output += "-" * 50 + "\n"
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return f"Error: {str(e)}\n{traceback.format_exc()}"
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finally:
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if 'mail' in locals():
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try:
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mail.logout()
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except:
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pass
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# Create Gradio interface
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def create_interface():
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown("""
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# π§ Email Summarizer AI
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This app connects to your email account and provides AI-powered summaries of your recent emails.
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### Setup Instructions:
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1. For Gmail users:
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- Enable 2-Step Verification in your Google Account
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- Generate an App Password: Google Account β Security β 2-Step Verification β App Passwords
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- Use the generated App Password (not your regular password)
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2. For other email providers:
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- Make sure IMAP is enabled
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- Use your regular email and password
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""")
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with gr.Row():
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with gr.Column():
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email_input = gr.Textbox(
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label="Email Address",
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placeholder="[email protected]"
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)
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password_input = gr.Textbox(
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label="App Password",
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type="password",
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placeholder="Enter your app password"
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)
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num_emails = gr.Slider(
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label="Number of Emails to Summarize",
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minimum=1,
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maximum=20,
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value=5,
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step=1
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)
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summarize_btn = gr.Button("π Summarize Emails", variant="primary")
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with gr.Column():
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output = gr.Textbox(
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label="Email Summaries",
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lines=20,
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placeholder="Summaries will appear here..."
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)
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summarize_btn.click(
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fn=process_emails,
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outputs=output
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)
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gr.Markdown("""
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### π Privacy Notice
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- Your credentials are only used for the current session
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- No data is stored permanently
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- All processing happens in real-time
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""")
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return demo
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