🧠 LLM Action: search_unread_from_sender
{
  "sender": "boss@email.com"
}
🔧 Tool Response: search_unread_from_sender
[
  {
    "id": 2,
    "sender": "boss@email.com",
    "recipient": "you@email.com",
    "subject": "Quarterly Report",
    "body": "Please finalize the report ASAP.",
    "timestamp": "2025-10-31T00:39:25.091698",
    "read": false
  }
]
🧠 LLM Action: mark_email_as_read
{
  "email_id": 2
}
🧠 LLM Action: send_email
{
  "recipient": "boss@email.com",
  "subject": "Re: Quarterly Report",
  "body": "Hello,\n\nThank you for your email. I have received your message regarding the quarterly report and will address it promptly. Please let me know if there is any additional information you need.\n\nBest regards,\n\n[Your Name]"
}
🔧 Tool Response: mark_email_as_read
{
  "id": 2,
  "sender": "boss@email.com",
  "recipient": "you@email.com",
  "subject": "Quarterly Report",
  "body": "Please finalize the report ASAP.",
  "timestamp": "2025-10-31T00:39:25.091698",
  "read": true
}
🔧 Tool Response: send_email
{
  "id": 7,
  "sender": "you@mail.com",
  "recipient": "boss@email.com",
  "subject": "Re: Quarterly Report",
  "body": "Hello,\n\nThank you for your email. I have received your message regarding the quarterly report and will address it promptly. Please let me know if there is any additional information you need.\n\nBest regards,\n\n[Your Name]",
  "timestamp": "2025-10-31T00:40:27.008277",
  "read": false
}
✅ Final Assistant Message:

You had an unread email from boss@email.com regarding the quarterly report. I have marked it as read and sent a polite follow-up message acknowledging receipt and confirming you will address the request promptly. If you need further assistance or want to review the correspondence, let me know!

🧭 Tool Sequence:

search_unread_from_sender → mark_email_as_read → send_email