EmailMemory© Documentation

Email response suggestions powered by VAAS-X episodic memory.

Architecture

Browser extension + backend + VAAS-X memory.

Extension

Chrome extension that integrates with your webmail client.

  • Adds an "AI Suggest" button
  • Sends current thread context to the backend
  • Displays suggested replies

Backend

FastAPI service that manages episodes and suggestions.

  • Ingests email history
  • Builds VAAS-X memory index
  • Returns suggested responses

VAAS-X Memory

Stores successful replies as episodes.

  • Embeds email content as vectors
  • Queries similar conversations in milliseconds
  • Tracks basic usage statistics

Episode Model

Emails become experiences that can be reused.

State

Incoming email and subject.

  • Thread and subject metadata
  • Message body content

Action

Your reply.

  • Response text
  • Contextual hints

Outcome

Whether the reply was successful.

  • Simple success indicator
  • Used to prioritize future suggestions

Quick Start

1. Start Backend

Install dependencies and run the API service.

  • Install Python dependencies
  • Start the backend server
  • Verify the health endpoint

2. Ingest Sample Data

Load a small test dataset.

  • Call the sample ingest endpoint
  • Confirm episodes were added
  • Test suggestion API

3. Install Extension

Load the extension in your browser.

  • Enable developer mode
  • Load the extension folder
  • Configure backend URL and user id