Build a Private Local AI Email Agent with Ollama, SQLite Memory, and Skillware

Description and use

<p>Most AI agent tutorials show one of two extremes: a 10-line toy script that prints text, or an overwhelming 50,000-line framework that hides every network call behind ten layers of abstractions.</p> <p>In this tutorial, we will build a real, practical <strong>personal email assistant</strong> that:</p> <ol> <li>Runs <strong>100% locally</strong> on your machine using <a href="https://ollama.com" rel="noopener noreferrer">Ollama</a> and <strong>Llama 3.2</strong>.</li> <li>Remembers past interactions across sessions using <strong>SQLite</strong> and local vector embeddings (<code>nomic-embed

Problem

<p>Most AI agent tutorials show one of two extremes: a 10-line toy script that prints text, or an overwhelming 50,000-line framework that hides every network call behind ten layers of abstractions.</p> <p>In this tutorial, we will build a real, practical <strong>personal email assistant</strong> that:</p> <ol> <li>Runs <strong>100% locally</strong> on your machine using <a href="https://ollama.com" rel="noopener noreferrer">Ollama</a> and <strong>Llama 3.2</strong>.</li> <li>Remembers past interactions across sessions using <strong>SQLite</strong> and local vector embeddings (<code>nomic-embed

Outcome

<p>Most AI agent tutorials show one of two extremes: a 10-line toy script that prints text, or an overwhelming 50,000-line framework that hides every network call behind ten layers of abstractions.</p> <p>In this tutorial, we will build a real, practical <strong>personal email assistant</strong> that:</p> <ol> <li>Runs <strong>100% locally</strong> on your machine using <a href="https://ollama.com" rel="noopener noreferrer">Ollama</a> and <strong>Llama 3.2</strong>.</li> <li>Remembers past interactions across sessions using <strong>SQLite</strong> and local vector embeddings (<code>nomic-embed

Evidence

Build a Private Local AI Email Agent with Ollama, SQLite Memory, and Skillware

Source