Tom Compagno
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The Sovereign Desk: Building Your Private AI Assistant.

From Chatbot to Assistant – The Power of Integration

An overview of how to transition from simply "talking" to your local model to connecting it to your personal data and local apps.

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Local RAG – Teaching Your AI About Your Life

A guide to Retrieval-Augmented Generation (RAG), which allows your local model to search through your private PDFs, notes, and emails for instant answers.

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The Vector Vault – Understanding Local Databases

A look at the "hidden" part of RAG: how tools like ChromaDB or lanceDB store your files as mathematical points so the AI can find them.

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Multi-Modal RAG – Talking to Your Images and Videos

A deeper dive into "Vision-Language Models" (VLMs) that allow you to ask your local AI questions about your personal photo library or screenshots.

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Agentic Workflows – Giving Your AI "Hands"

The most advanced level: using tools like n8n or Autogen to let your local AI actually file your taxes, organize your folders, or send draft emails.

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Tom Compagno

Tom built this site in Webflow, then migrated to Astro

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