Your Own AI Cloud: Deploying AI Models in a Kubernetes Homelab!

Click this link https://sponsr.is/bootdev_travismedia and use my code TRAVISMEDIA to get 25% off your first payment for boot.dev.

In this video, I'll show you how to deploy and use any open-source AI model in your Kubernetes homelab environment with a full-featured GUI, a domain with TLS to serve it to your home network, and a look at creating knowledge bases and RAG implementation.

Join the Travis Media Community - https://www.skool.com/travis-media-community

⏱️ Timestamps ⏱️
00:00 Intro
01:20 Sponsor segment
02:23 Environment overview
03:08 Small models and Helm
05:04 Open WebUI Helm values
05:41 Deploy Open WebUI via Helm
06:29 Creating the IngressRoute
06:57 PiHole DNS record
07:25 Using Open WebUI
08:20 Creating knowledge bases
10:12 AI model and RAG usage
11:24 Accessing web data
11:51 Outro

🎥 Related Videos 🎥
https://youtu.be/bN2K0eY75JE
https://youtu.be/EMWNZtCYg5s
https://youtu.be/SuWfFQ_oG2A
https://youtu.be/uDcb12CqoR4

Udemy deals regularly updated - https://travis.media/udemy

* This video was sponsored by Boot.dev

FOLLOW ME ON
Twitter - https://x.com/travisdotmedia
LinkedIn - https://linkedin.com/in/travisdotmedia

FAVORITE TOOLS AND APPS:
Udemy deals, updated regularly - https://travis.media/udemy
ZeroToMastery - https://geni.us/AbMxjrX
Camera - https://amzn.to/3LOUFZV
Lens - https://amzn.to/4fyadP0
Microphone - https://amzn.to/3sAwyrH

** My Coding Blueprints **
Learn to Code Web Developer Blueprint - https://geni.us/HoswN2
AWS/Python Blueprint - https://geni.us/yGlFaRe - FREE
Both FREE in the Travis Media Community - https://imposterdevs.com

FREE EBOOKS
📘 https://travis.media/ebooks

#homelab #localAI #openwebui

Тэги:

#deepseek_r1 #local_rag #local_ai_server #local_ai_agent #local_ai_model #local_rag_with_llama_3.1 #open_webui #deploying_open_webui_in_kubernetes #local_AI_in_kubernetes #local_AI_in_homelab #offline_AI_in_homelab #how_to_deploy_llama_to_kubernetes #travis_media #what_is_helm? #deepseek_in_raspberry_pi #run_ai_on_a_raspberry_pi

Скачать видео