Here’s the step-by-step conceptual flow of the process involving OAuth 2.0 for Gmail API Authentication and Vertex AI Gemini for generating AI-powered email content:
OAuth 2.0 Setup:
The user initiates the process by requesting an access token through OAuth 2.0.
The system checks if a valid OAuth 2.0 token exists (stored locally).
If the token exists and is valid, proceed to email generation.
If the token is missing or expired, the user is prompted for authentication, and a new token is stored for future use.
AI Email Content Generation:
The email body is passed to Vertex AI Gemini.
Vertex AI Gemini processes the input and generates the AI-enhanced response or embedding.
The AI response is passed back to the system.
Email Composition:
The system builds an HTML email with the following elements:
AI-generated response from Vertex AI Gemini.
Tracking Pixel for monitoring email opens.
Unsubscribe Link.
Sending the Email via Gmail API:
The HTML email content is base64-encoded.
The email is sent via the Gmail API using the authenticated OAuth 2.0 token.
The system logs the message ID and confirms successful delivery.
Mermaid Graphic Flow Code
flowchart TD
A[Start Process] --> B{Check for OAuth 2.0 Token}
B -- Token Valid --> C[Proceed to Email Generation]
B -- Token Missing or Expired --> D[Authenticate User and Generate New Token]
D --> E[Store Token for Future Use] --> C
C --> F[Generate AI Email Content with Vertex AI Gemini]
F --> G[Receive AI Response]
G --> H[Build HTML Email with AI Response, Tracking Pixel, and Unsubscribe Link]
H --> I[Base64 Encode the Email Content]
I --> J[Send Email via Gmail API]
J --> K{Success?}
K -- Yes --> L[Log Message ID and Confirm Delivery]
K -- No --> M[Handle Error and Retry]
L --> N[End Process]
M --> N
Explanation of the Flow:
OAuth 2.0 Token Check:
The process starts by checking if an OAuth token exists and is valid. If it's missing or expired, the user is prompted to authenticate.
AI Content Generation:
Once authenticated, the system sends the email content to Vertex AI Gemini, which generates AI-enhanced content.
HTML Email Construction:
The system builds the HTML email, embedding the AI content, tracking pixel, and unsubscribe link.
Email Sending via Gmail API:
The email is base64-encoded and sent through the Gmail API using the OAuth token.
Success Handling:
If the email is sent successfully, the message ID is logged. If there’s an error, the system retries or handles the error gracefully.
This Mermaid flowchart represents the entire process, providing a clear visual flow from authentication, AI content generation, and email sending, to logging and error handling.
Conceptual Flow Chart (Text Description)
Here’s the step-by-step conceptual flow of the process involving OAuth 2.0 for Gmail API Authentication and Vertex AI Gemini for generating AI-powered email content:
OAuth 2.0 Setup:
AI Email Content Generation:
Email Composition:
Sending the Email via Gmail API:
Mermaid Graphic Flow Code
Explanation of the Flow:
OAuth 2.0 Token Check:
AI Content Generation:
HTML Email Construction:
Email Sending via Gmail API:
Success Handling:
This Mermaid flowchart represents the entire process, providing a clear visual flow from authentication, AI content generation, and email sending, to logging and error handling.