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AI Agents · Lesson

Connecting to Gmail via the API

Google API client library, OAuth2 consent, and Gmail scope selection.

Why Use the Gmail API Instead of SMTP?

Traditional email automation uses SMTP/IMAP, but the Gmail API offers much more: read threads, search by query, manage labels, and send with full authentication. It also supports OAuth 2.0, so your agent never stores a password — just a limited-scope access token.

The Gmail API is part of the Google Workspace APIs, accessed via the google-api-python-client library.

# Install required libraries:
# pip install google-api-python-client google-auth google-auth-oauthlib

# The Gmail API lets agents:
# - List and search messages (labels, queries)
# - Read full message content and attachments
# - Send messages via OAuth (no password needed)
# - Manage labels and threads
# - Watch for new messages via push notifications

print('Gmail API is part of Google Workspace APIs')

Authentication: Service Account vs User Auth

Two authentication approaches exist for the Gmail API:

  • Service Account: best for workspace/organizational use with domain-wide delegation; no user interaction required
  • User OAuth (OAuth2 with consent screen): required for personal Gmail accounts; user grants access once, agent uses refresh token

For most agent automation, service accounts are preferred for reliability.

# Service Account approach:
# 1. Go to Google Cloud Console -> APIs & Services -> Credentials
# 2. Create a Service Account
# 3. Download the JSON key file
# 4. In Google Workspace Admin: enable domain-wide delegation
# 5. Grant required scopes to the service account

# User OAuth approach:
# 1. Create OAuth 2.0 Client ID (Desktop or Web App type)
# 2. Download credentials.json
# 3. First run: user sees consent screen and grants access
# 4. Agent stores token.json with refresh token for subsequent runs

print('Choose service account for org automation, OAuth for personal Gmail')

All lessons in this course

  1. Connecting to Gmail via the API
  2. Reading and Sending Emails Programmatically
  3. Calendar Event Creation and Querying
  4. Building a Simple Email Assistant Agent
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