Sam7oon's Blog
سامحون
Sam7oon's Blog

Network engineer and automation advocate. Writing about networks, Linux, AI, and automation.

github linkedin

Ai

Creating my Coffee Dripper, with Antigravity, Blender and MCP
Intro From non Blender user, to 3d Print I used to be a 3ds Max user for a long time, however, without any training in Blender, and for any…
calendar Nov 20, 2025  ·  clock 3 min read
#ai
AI Agents & MCP Servers for Network Engineers: RAG & Chroma MCP Deep Dive
Table of Contents Introduction RAG (Database for AI) Understanding the Challenges Cost Analysis and Real-World Experience Chroma MCP…
calendar Oct 20, 2025  ·  clock 5 min read
#ai#automation
Context7 - Up to date LLM answers
Table of Contents Introduction Understanding Local LLMs Email RAG Explained Setting up the Environment Implementing Local LLM for Email RAG…
calendar Oct 20, 2025  ·  clock 2 min read
#ai
PyATS MCP, How a Network Engineer start with AI
Table of Contents Overview Starting with result Introduction What are MCP servers? What is PyATS ? What is Gemini CLI ? Dive in Our test…
calendar Oct 15, 2025  ·  clock 7 min read
#networks#automation#ai