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Discover the full power of offline AI in this epic deep-dive session with Jernej Kavka (JK), SSW Solution Architect + Microsoft MVP. From understanding why offline LLMs matter for privacy, data sovereignty, and latency to configuring tools like LM Studio, Docker, and .NET 9, JK walks you through everything you need to run local models like a pro. Watch as JK builds an offline copilot, integrates with MCP for smart home automation, and even changes his kitchen lights with AI—all completely offline! Whether you’re a dev working with .NET, AI-curious, or just want to break free from cloud dependence, this talk is packed with tools, code, demos, and real-world advice.
00:00 | Introduction to Offline AI and JK’s Background
01:46 | Why Offline AI Matters (Privacy, Reliability, Speed)
04:07 | Tools for Running LLMs Locally: Llama.cpp, Docker & LM Studio
07:10 | Comparing Models, Bit Sizes, and MOEs (Mixture of Experts)
13:58 | LM Studio Demo: Switching Models, Prompt Engineering
25:05 | Building an Offline DotNet Copilot for Home Automation
29:52 | .NET 9 Function Calling: Clean and Efficient Code
34:38 | MCP Protocol Explained (LLM ↔ App Communication)
39:23 | LM Studio + MCP for Real Home Control
48:53 | RAG, Vector DB & Context Storage – All Offline!
About SSW: https://linktr.ee/SSWTV
Links:
LinkedIn: / ssw
Twitter: / ssw_tv
Facebook: / ssw.page
Instagram: / ssw_tv
Tiktok: / ssw_tv
Get in touch: Jernej Kavka – SSW Solution Architect + Microsoft MVP About: https://www.ssw.com.au/people/jk
LinkedIn: / jernejkavka
#offlineAI#localLLM#LMStudio#dotnet9#MCP#selfhostedAI#sswrules#aihomeautomation#raspberrypi#dotnet#developerlife
V2 – Bahjat
About the speakers
Jernej Kavka (JK)
Jernej Kavka (JK) is a Microsoft MVP and Solution Architect at SSW, bringing over 15 years of experience in full-stack .NET development, solution architecture, and AI integration across industries including insurance, banking, mining, auctions, and entertainment.
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