Portrait of Michael Limberger

Michael Limberger

Need me? Email mike@limberger.ca

AI

The Ai Watchman - Overview

2026-01-08 · 10 parts

This talk is a local image-review pipeline. A vision model scores pictures on your own hardware, so the files do not need to go out to a cloud service.

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Part 1

The Ai Watchman - Overview · Local Vision LLM Content Moderation

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Part 2

The Technology Stack · Local Vision LLM Content Moderation

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Part 3

Base64 Encoding Explained · Local Vision LLM Content Moderation

Part 4

Your First Vision Request · Local Vision LLM Content Moderation

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Part 5

Structured Prompting · Local Vision LLM Content Moderation

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Part 6

Pattern Matching Basics · Local Vision LLM Content Moderation

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Part 7

Building Your Own Automation · Local Vision LLM Content Moderation

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Part 8

Troubleshooting · Local Vision LLM Content Moderation

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Part 9

Glossary · Local Vision LLM Content Moderation

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Part 10

Quick Reference · Local Vision LLM Content Moderation