Email parser for RAG agent powered by Gmail and Mem0

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Alternatively, you can delete the community node and use the HTTP node instead.

Most email agent templates are fundamentally broken. They're stateless—they have no long-term memory. An agent that can't remember past conversations is just a glorified auto-responder, not an intelligent system.

This workflow is Part 1 of building a truly agentic system: creating the brain.

Before you can have an agent that replies intelligently, you need a knowledge base for it to draw from. This system uses a sophisticated parser to automatically read, analyze, and structure every incoming email. It then logs that intelligence into a persistent, long-term memory powered by mem0.

The Problem This Solves

Your inbox is a goldmine of client data, but it's unstructured, and manually monitoring it is a full-time job. This constant, reactive work prevents you from scaling. This workflow solves that "system problem" by creating an "always-on" engine that automatically processes, analyzes, and structures every incoming email, turning raw communication into a single source of truth for growth.

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