When working with SQLite databases stored in WSL2 and accessing them via PhpStorm, you might encounter the following error: Error encountered when performing Introspect schema main: [SQLITE_BUSY] The database file is locked (database is locked) This issue arises due to SQLite’s file locking mechanisms, which are not fully compatible with WSL2’s file system when accessed through tools like PhpStorm. Problem When you drag and drop an SQLite file from the WSL2 folder into PhpStorm’s Database tab, PhpStorm generates a default connection URL like this: This URL does not include parameters to prevent locking issues. As a result, SQLite encounters file […]
AI / Development / PHP
New Chameleon AI Model: Chameleon-Code_Explation_Gemma29b-v2
I am excited to introduce my new Chameleon AI model – Chameleon-Code_Explation_Gemma29b-v2! This model has been specifically developed to understand and explain the classes of the Chameleon CMS system and is optimized for efficient inference using 4-bit quantization. This makes the use of the model even more resource-efficient and faster. What is the Chameleon-Code_Explation_Gemma29b-v2 Model? Chameleon-Code_Explation_Gemma29b-v2 is a fine-tuned version of the Unsloth Gemma model and is based on a transformer-based language model. It has been trained to explain the structure and components of the Chameleon CMS system. The Chameleon CMS is a combination of shop software and content management […]
Development / PHP / WordPress
How to Fix WooCommerce and Polylang Integration for Multilingual Shops
If you’re using WooCommerce and Polylang together to create a multilingual eCommerce store on WordPress, you might have encountered issues with translated WooCommerce pages, such as: These issues occur because WooCommerce doesn’t natively support Polylang’s translation functionality out of the box. But don’t worry! Below, I’ll show you how to fix this using a simple piece of code that ensures WooCommerce can find the correct translated pages for each language. The Fix: Ensuring WooCommerce Finds Translated Pages with Polylang By applying the following code, we ensure WooCommerce works smoothly with Polylang. This code checks whether both WooCommerce and Polylang are […]
AI / Development / PHP
Accelerating Model Training with Unsloth: My Chameleon CMS AI Journey
In the rapidly evolving world of AI, staying ahead with cutting-edge tools and techniques is vital. Recently, I completed a successful model training session with Unsloth, a library designed for faster, more efficient model fine-tuning. My goal was to enhance the understanding and generation of PHP class explanations within the Chameleon CMS framework using the Gemma-2-9b model. Here’s a step-by-step recount of how I leveraged Unsloth to achieve fast, accurate results while keeping memory usage optimal Setting Up Unsloth for Model Fine-Tuning I began by installing the necessary packages for Unsloth and Flash Attention 2, a library crucial for softcapping […]
AI / Development / Linux / PHP / Server / Ubuntu
Building a Product Search System with Sentence Embeddings and Similarity Scoring
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 […]