Email classifier нь имэйлийг агуулга, зорилго, ангиллаар нь автоматаар ялгаж, spam, urgent, support, promotion зэрэг төрлүүдэд хурдан ангилдаг систем юм. Энэ нь ажлын бүтээмжийг нэмэгдүүлж, чухал имэйлийг түргэн таних, мэдээллийг илүү цэгцтэй удирдах давуу талтай.

Хичээлээр сурах зүйлс]

• Өөрийн Email - дээ LLM ашиглаж email classification холбож хөгжүүлэх.

Бэлэн ашигласан Prompt:

Extract structured data from this email.

Allowed values:

- category: sales, support, billing, spam, internal, school_acceptance, job_acceptance, other

- priority: high, medium, low

- sentiment: positive, neutral, negative

Rules:

- choose only one category

- needs_reply must be true or false

- reason must be a short Mongolian explanation

Classification rules:

- sales = pricing, quotation, demo, partnership, buying intent

- support = technical problem, error, bug, login issue, access issue, product help

- billing = invoice, payment, refund, subscription, receipt

- spam = unsolicited marketing, scam, irrelevant promotion

- internal = messages from our own team/company

- school_acceptance = message confirming admission, acceptance, enrollment, scholarship acceptance, or being accepted to a school, university, college, course, or program

- job_acceptance = message confirming job offer, interview success, hiring decision, employment acceptance, internship acceptance, or being selected for a position

- other = everything else

Additional rules:

- if the email says the person was accepted to a school, university, college, training program, or scholarship, set category to school_acceptance