Table of Contents
Building RAG: A Hello World Example
Table of Contents1 Overview2 What is RAG?3 The general flow of a RAG application4 Prerequisites5 The Complete Code6 Breaking Down the Code6.1 Step 1: Document Chunking6.2 Step 2: Creating Embeddings6.3 Step 3: Building the Vector Store6.4 Step 4: Semantic Retrieval6.5 Step 5: Augmented Generation7 Running the Example8 Why This Matters9 Limitations and Next Steps10 Conclusion
Fixing “Exec Format Error” When Building ARM Docker Images on Intel Jenkins
Table of Contents1 Overview2 The Solution: QEMU Emulation (binfmt)3 Conclusion Overview If you are building Docker images for ARM architectures (like Apple Silicon or Raspberry Pi) on a standard Intel-based Jenkins server, you might have hit a wall that looks exactly like this: I ran into this recently. My pipeline was working perfectly for weeks
How to Create a Case-Insensitive Enum in Python
Table of Contents1 Overview2 How to create case insensitive enum Overview Have you ever been tripped up by a simple typo? We’ve all been there. You write color = “Red”, but somewhere else, your code checks for “red”, and your program breaks. It’s an all-too-common bug when dealing with user input, API data, or configuration files. The
Create HotKeys For Applications On KDE Wayland with kdotool
Table of Contents1 Overview2 Step 1: Install kdotool3 Setp 2: Find your window class4 Step 3: Find the executable of the equivalent class5 Step 3: Create script to run/activate the program6 Step 5: Create the hotkey7 Conclusion Overview When switching from Windows to Linux, the thing I miss most is AutoHotkey, especially the ability to
Guide to Fixing a Slow Android Emulator on Arch Linux
Table of Contents1 Overview1.1 Part 1: The Foundation – Enabling KVM for CPU Acceleration1.1.1 Step 1: Verify Hardware Support1.1.2 Step 2: Install Virtualization Packages1.1.3 Step 3: Enable and Start the Libvirt Service1.1.4 Step 4: Add Your User to the Correct Groups1.2 Part 2: The Graphics Glitch – Fixing GPU Acceleration1.2.1 Step 1: Diagnose the Graphics