pip install rasa

rasa init

nlu:
- intent: request_information
  examples: |
    - Can you provide more details about the project?
    - I need some information about the meeting.
 - intent: confirm_appointment
  examples: |
    - The meeting is confirmed for tomorrow.
    - Yes, I can attend the meeting.

rasa train nlu

rasa interactive

stories:
- story: request_information_story
  steps:
  - intent: request_information
  - action: utter_provide_information
- story: confirm_appointment_story
  steps:
  - intent: confirm_appointment
  - action: utter_appointment_confirmed

intents:
- request_information
- confirm_appointment
 
responses:
  utter_provide_information:
  - text: "Sure, here are the details you requested."
  utter_appointment_confirmed:
  - text: "Great, the appointment is confirmed."

rasa train core

import smtplib
from email.mime.text import MIMEText
 
def send_email(subject, body, to_email):
    msg = MIMEText(body)
    msg['Subject'] = subject
    msg['From'] = 'your_email@example.com'
    msg['To'] = to_email
 
    with smtplib.SMTP_SSL('smtp.example.com', 465) as server:
        server.login('your_email@example.com', 'your_password')
        server.send_message(msg)

import imaplib
import email
 
def check_emails():
    mail = imaplib.IMAP4_SSL('imap.example.com')
    mail.login('your_email@example.com', 'your_password')
    mail.select('inbox')
 
    _, data = mail.search(None, 'UNSEEN')
    email_ids = data[0].split()
 
    for e_id in email_ids:
        _, msg_data = mail.fetch(e_id, '(RFC822)')
        msg = email.message_from_bytes(msg_data[0][1])
        print(f'Subject: {msg["Subject"]}')
        print(f'From: {msg["From"]}')
        print(f'Body: {msg.get_payload()}')
 
    mail.logout()

import tkinter as tk
from tkinter import messagebox
 
def show_notification(title, message):
    root = tk.Tk()
    root.withdraw()
    messagebox.showinfo(title, message)
    root.destroy()

def monitor_emails():
    while True:
        check_emails()
        # 如果有新郵件，調(diào)用show_notification顯示通知
        tk.after(60000, monitor_emails)  # 每60秒檢查一次郵件
 
root = tk.Tk()
root.after(0, monitor_emails)
root.mainloop()

# 郵件自動(dòng)回復(fù)助手完整代碼
 
import smtplib
import imaplib
import email
import tkinter as tk
from tkinter import messagebox
from rasa.nlu.model import Interpreter
 
# 初始化Rasa NLU解釋器
interpreter = Interpreter.create('models/nlu/default/model_20230414-123456')
 
def send_email(subject, body, to_email):
    msg = MIMEText(body)
    msg['Subject'] = subject
    msg['From'] = 'your_email@example.com'
    msg['To'] = to_email
 
    with smtplib.SMTP_SSL('smtp.example.com', 465) as server:
        server.login('your_email@example.com', 'your_password')
        server.send_message(msg)
 
def check_emails():
    mail = imaplib.IMAP4_SSL('imap.example.com')
    mail.login('your_email@example.com', 'your_password')
    mail.select('inbox')
 
    _, data = mail.search(None, 'UNSEEN')
    email_ids = data[0].split()
 
    for e_id in email_ids:
        _, msg_data = mail.fetch(e_id, '(RFC822)')
        msg = email.message_from_bytes(msg_data[0][1])
        email_subject = msg["Subject"]
        email_body = msg.get_payload()
        email_from = msg["From"]
 
        # 使用Rasa NLU解析郵件內(nèi)容
        result = interpreter.parse(email_body)
        intent = result['intent']['name']
 
        # 根據(jù)意圖生成回復(fù)
        if intent == 'request_information':
            reply = "Sure, here are the details you requested."
        elif intent == 'confirm_appointment':
            reply = "Great, the appointment is confirmed."
        else:
            reply = "Thank you for your email. We will get back to you shortly."
 
        # 發(fā)送回復(fù)郵件
        send_email(f'Re: {email_subject}', reply, email_from)
 
        # 顯示桌面通知
        show_notification('New Email', f'From: {email_from}\nSubject: {email_subject}')
 
    mail.logout()
 
def show_notification(title, message):
    root = tk.Tk()
    root.withdraw()
    messagebox.showinfo(title, message)
    root.destroy()
 
def monitor_emails():
    while True:
        check_emails()
        tk.after(60000, monitor_emails)  # 每60秒檢查一次郵件
 
if __name__ == '__main__':
    root = tk.Tk()
    root.after(0, monitor_emails)
    root.mainloop()

pip install rasa smtplib imaplib email tkinter

python email_autoreply_assistant.py