The previous instructions do not include OAuth 2.0 Authorization or generating a Google Access Token for sending emails via Gmail with OAuth 2.0. Below, I will provide optimized step-by-step instructions on how to integrate OAuth 2.0 Authorization into the email-sending process, allowing you to securely send emails via Gmail without storing plain-text credentials. This ensures that emails are sent securely using Gmail's OAuth 2.0 authorization.
Objective:
Set up OAuth 2.0 Authorization for sending emails via Gmail using Google’s OAuth 2.0 API, and integrate this into the previous HTML email solution with Vertex AI Gemini.
Step 1: Create OAuth 2.0 Credentials in Google Cloud
Go to the Google Cloud Console:
Navigate to APIs & Services > Credentials.
Click Create Credentials > OAuth 2.0 Client IDs.
Configure OAuth Consent Screen:
Select the type of application (e.g., Desktop App).
Fill out the required fields (e.g., Application Name, etc.).
Make sure to add https://mail.google.com/ in the Scopes for Google APIs section for Gmail access.
Click Save.
Download OAuth Credentials:
Once the OAuth client is created, download the client_secret.json file. This file contains the client ID and secret needed for authentication.
Step 2: Install Required Libraries
To handle OAuth 2.0 authorization, you will need to install the google-auth and google-auth-oauthlib Python libraries:
Step 3: Generate Google Access Token Using OAuth 2.0
In this step, we will generate an OAuth 2.0 access token to authorize sending emails via Gmail. This token is used to authenticate the email-sending process.
3.1 Python Script to Generate Access Token
import os
import pickle
import google.auth
from google.auth.transport.requests import Request
from google_auth_oauthlib.flow import InstalledAppFlow
from googleapiclient.discovery import build
# Set the scope for Gmail access
SCOPES = ['https://mail.google.com/']
def generate_gmail_token():
creds = None
# Token.pickle stores the user's credentials between runs
if os.path.exists('token.pickle'):
with open('token.pickle', 'rb') as token:
creds = pickle.load(token)
# If no valid credentials are available, generate the authorization URL
if not creds or not creds.valid:
if creds and creds.expired and creds.refresh_token:
creds.refresh(Request())
else:
# Run the OAuth 2.0 flow to get new credentials
flow = InstalledAppFlow.from_client_secrets_file('client_secret.json', SCOPES)
creds = flow.run_local_server(port=0)
# Save the credentials for future runs
with open('token.pickle', 'wb') as token:
pickle.dump(creds, token)
return creds
# Call this function to generate the token
if __name__ == "__main__":
creds = generate_gmail_token()
print("Access token generated successfully.")
Explanation:
OAuth Flow: If the credentials are not found or are expired, the script initiates the OAuth flow to authenticate the user and get new credentials.
Scopes: The scope 'https://mail.google.com/' allows full Gmail access.
Token Storage: Once generated, the token is stored in a token.pickle file to be reused until it expires.
Step 4: Send Email via Gmail with OAuth 2.0 Authorization
Now that we have the access token, we can use Gmail's API to send emails securely.
4.1 Modify the Python Script for Sending Emails Using OAuth 2.0
import base64
from googleapiclient.discovery import build
from google.oauth2.credentials import Credentials
from email.mime.text import MIMEText
from email.mime.multipart import MIMEMultipart
def send_email_with_oauth2(to_email, email_content):
# Step 1: Load the Gmail API credentials
creds = Credentials.from_authorized_user_file('token.pickle', SCOPES)
# Step 2: Build the Gmail API service
service = build('gmail', 'v1', credentials=creds)
from_email = "you@gmail.com"
subject = "Your AI-enhanced Email with OAuth2"
# Step 3: Create the HTML email body
html_body = f"""
<html>
<body>
<h3>Hello,</h3>
<p>This email contains an AI-generated response from Vertex AI:</p>
<blockquote>{email_content}</blockquote>
<p>If you no longer wish to receive emails from us, <a href="https://yourserver.com/unsubscribe?email={to_email}">click here to unsubscribe</a>.</p>
<img src="https://yourserver.com/tracking_pixel?email={to_email}" width="1" height="1" />
</body>
</html>
"""
# Step 4: Construct the email message
msg = MIMEMultipart("alternative")
msg["From"] = from_email
msg["To"] = to_email
msg["Subject"] = subject
part = MIMEText(html_body, "html")
msg.attach(part)
# Encode the message
encoded_message = base64.urlsafe_b64encode(msg.as_bytes()).decode()
# Step 5: Send the email via Gmail API
try:
message = {
'raw': encoded_message
}
send_message = service.users().messages().send(userId="me", body=message).execute()
print(f"Message sent successfully: {send_message['id']}")
except Exception as error:
print(f"An error occurred: {error}")
# Example usage
if __name__ == "__main__":
email_content = "This is a sample email message processed by Vertex AI."
send_email_with_oauth2("recipient@example.com", email_content)
Explanation:
OAuth 2.0 Authorization:
We use the credentials from token.pickle (generated in step 3) to authorize the Gmail API.
Gmail API:
The Gmail API is used to send the email using the messages().send() method.
Email Construction:
The email is composed as HTML with a tracking pixel and an unsubscribe link, as before.
Base64 Encoding:
Gmail API requires the email to be encoded in Base64 format before sending.
Step 5: Deploying the OAuth 2.0 Script with Cloud Functions
Deploy the OAuth-enabled email script using Google Cloud Functions.
5.1 Update main.tf to Deploy the OAuth 2.0 Enabled Cloud Function
5.2 Package Python Code and Deploy the Cloud Function
zip -r email_function_vertex_oauth.zip process_email_oauth.py requirements.txt token.pickle
Run terraform apply to deploy the function.
Step 6: Testing OAuth 2.0 Integration
Generate Token:
Run the script to generate the OAuth 2.0 token by calling the generate_gmail_token() function.
Send Test Emails:
Send test emails using the send_email_with_oauth2() function.
Verify that the emails are delivered using OAuth 2.0 Authorization.
Monitor Logs:
Check the logs in Google Cloud Console to ensure that the emails are sent successfully and the OAuth process is functioning correctly.
Conclusion
By following these steps, you have integrated OAuth 2.0 Authorization into your email management system, allowing you to securely send HTML emails via Gmail using OAuth 2.0. This solution ensures that you no longer need to store plain-text email credentials and can leverage Google’s OAuth 2.0 API to send emails securely.
The previous instructions do not include OAuth 2.0 Authorization or generating a Google Access Token for sending emails via Gmail with OAuth 2.0. Below, I will provide optimized step-by-step instructions on how to integrate OAuth 2.0 Authorization into the email-sending process, allowing you to securely send emails via Gmail without storing plain-text credentials. This ensures that emails are sent securely using Gmail's OAuth 2.0 authorization.
Objective:
Set up OAuth 2.0 Authorization for sending emails via Gmail using Google’s OAuth 2.0 API, and integrate this into the previous HTML email solution with Vertex AI Gemini.
Step 1: Create OAuth 2.0 Credentials in Google Cloud
Go to the Google Cloud Console:
Configure OAuth Consent Screen:
Download OAuth Credentials:
Step 2: Install Required Libraries
To handle OAuth 2.0 authorization, you will need to install the
google-auth
andgoogle-auth-oauthlib
Python libraries:Step 3: Generate Google Access Token Using OAuth 2.0
In this step, we will generate an OAuth 2.0 access token to authorize sending emails via Gmail. This token is used to authenticate the email-sending process.
3.1 Python Script to Generate Access Token
Explanation:
'https://mail.google.com/'
allows full Gmail access.Step 4: Send Email via Gmail with OAuth 2.0 Authorization
Now that we have the access token, we can use Gmail's API to send emails securely.
4.1 Modify the Python Script for Sending Emails Using OAuth 2.0
Explanation:
Step 5: Deploying the OAuth 2.0 Script with Cloud Functions
Deploy the OAuth-enabled email script using Google Cloud Functions.
5.1 Update
main.tf
to Deploy the OAuth 2.0 Enabled Cloud Function5.2 Package Python Code and Deploy the Cloud Function
terraform apply
to deploy the function.Step 6: Testing OAuth 2.0 Integration
Generate Token:
Send Test Emails:
Monitor Logs:
Conclusion
By following these steps, you have integrated OAuth 2.0 Authorization into your email management system, allowing you to securely send HTML emails via Gmail using OAuth 2.0. This solution ensures that you no longer need to store plain-text email credentials and can leverage Google’s OAuth 2.0 API to send emails securely.