Amarnai

Introduction

Amarnai is an open-source, self-hostable AI email triage assistant.

Amarnai automatically sorts Gmail threads into the categories you define, using embeddings and an LLM to decide where each thread belongs. It is Gmail-first and focused solely on triage — it never sends email.

What Amarnai does

  • Fetches new and existing Gmail threads via the Gmail API
  • Runs each thread through an AI pipeline to determine its category
  • Labels threads in Gmail accordingly
  • Supports bulk backfill of an existing inbox as well as real-time triage of new messages

Sections

Self-Hosting

Run Amarnai on your own infrastructure with Docker Compose.

Architecture

Understand how Amarnai is structured and how the triage pipeline works.

Self-Hosting

Run Amarnai on your own infrastructure using Docker Compose.

On this page

What Amarnai doesSections