We will explore how to build a product search system that leverages sentence embeddings and similartiy scoring to improve search relevance. For this projekt, we need a lightweight model from “sentence-tansformers” library. Wyh: Because we need per Product Vector Space, that must be fast and stabil. I Founded this “all-MiniLM-L6-v2” model, is small, efficient and maps sentences to 384-dimensional dense vector space, making it suitable for tasks like semantic search. Let’s Start, Step 1: Setting Up the Envrioment: First, install the necessary library: Then, import the required modules and load the model: Step 2: Generation Embeddings: We will generate embeddings […]
Development / PHP / Ubuntu
My Journey Creating a Chameleon CLI Tool Inspired by Laravel Installer and Symfony Create-Project
Github Link: https://github.com/kzorluoglu/chameleon-installer Asciiname URL: https://asciinema.org/a/rJL6Se0R943agLPneUSNmO3h4 asciinema Animation: Usage You can install the Chameleon Shop Installer globally using Composer: Creating a New Project Once installed, you can create a new Chameleon project using: Replace /path/to/your/new/shop with the desired directory for your new Chameleon Shop. The Inspiration: My journey began with Laravel’s CLI. Working with Laravel’s streamlined command-line interface always seemed to boost my productivity. On the flip side, my day job involves Symfony, which offers the powerful Symfony CLI. This overlap of technologies sparked an idea – why not create a globally runnable PHP installer binary using Composer? This project wasn’t just about […]
3D Printing / Helm / Kubernetes / Server / Ubuntu
Octoprint via Helm and Kubernetes
This repository contains Helm chart configurations for deploying OctoPrint project. The setup.sh script allows you to easily configure and deploy the chart. Direct Repo address for those with Kubernetes and Helm knowledge: https://github.com/kzorluoglu/octoprint-helm Prerequisites – Helm v3.x– Kubernetes cluster– Bash shell Usage Clone the Repository Run the Setup Script First, make the script executable: Then, run the script: The script will prompt you for the following information: These values will be used to populate the config.yaml file, which will be used for the Helm installation. Helm Install The script will automatically run helm install with the provided project name and config.yaml file. […]
Development / Linux / Server / Ubuntu
MJPG-streamer installation and run at System Startup using Systemd – Ubuntu Server
mjpg-streamer is a popular tool for streaming MJPEG video from webcams. In this tutorial, we will learn how to configure mjpg-streamer to run automatically at system startup using a systemd service unit file. Installation via Snap Step 1: Create the Service Unit File In the text editor, paste the following content: [Unit] Description=MJPG Streamer After=network.target [Service] ExecStart=ExecStart=mjpg-streamer -i “input_uvc.so” -o “output_http.so -w /home/kzorluoglu/charts/octoprint/www” Restart=always [Install] WantedBy=multi-user.target Step 2: Enable and Start the Service BONUS: if you want to run mjpg-streamer without sudo, you can try the following steps. Add your user to the video group: sudo usermod -aG video <your_username> […]
Development / PHP / Ubuntu
Dump PHP 8.1 OPCodes using Vulkan Logic Dumper with Bonus
The VLD a.k.a Vulkan Logic Dumper extension must be installed, we can compiling if from source. with the sudo make && sudo make install command, our vld extension is compilied and copied directly to the php extensions folder. The next step is to active the plugin in the php.ini file Let’s find our php.ini file. we found our php.ini file, now let’s active our vld extension with a text editor at the bottom of file, find the ;extension= section. Let’s add extension=vld, and save it.. We are all set!. and we can dump any php file with this vld.active=1 parameter. […]