Top Automated system for some awesome job.

The Qwen3 Embedding and Reranker models are the latest releases in the Qwen family, specifically designed for advanced text embedding, retrieval, and reranking tasks.

For quite a time I’ve been bugged with this annoyance to put thumbnail images of the pages into static directory. Thats for Mainroad, Rodster and similar Hugo themes.

How PCIe Lanes Affect LLM Performance? Depending on the task. For training and multi-gpu inferrence - perdormance drop is significant.

To determine the Ubuntu version that your Linux Mint installation is based on, you can use several methods involving command-line tools and system files.

The next step is to implement some CI/CD and setup Gitea Actions for Hugo website, to push website to AWS S3 automatically when master branch is updated.

Generating PDF documents programmatically can be an important feature in your application. Here we explore and give short review with examples of the libraries available in the Go programming language (Golang) for generating PDF files.

Generating PDF Reports Using Python

Python, with its extensive libraries and modules, offers powerful tools for generating professional PDF reports.

• For a direct Beautiful Soup analogue in Go, use soup.
• For CSS selector support, consider goquery.
• For XPath queries, use htmlquery.
• For another Beautiful Soup-inspired option, look at Node.

If you’re looking for a Beautiful Soup equivalent in Go, several libraries offer similar HTML parsing and scraping functionality:

In the Ollama models library there are models that able convert HTML content to Markdown, which is useful for content conversion tasks.

I was hit hard by this issue. But you should investigate and test your PC if your BSOD is like mine. The cause was Intel’s CPU Degradation Issue in 13th and 14th generation.

• Search is best for quick, straightforward information retrieval using keywords.
• Deep Search excels at understanding context and intent, delivering more relevant and comprehensive results for complex queries.

Will list here some AI-assisted coding tools and AI Coding Assistants and their nice sides.

Using LLMs is not very expensive, might be no need to buy new awesome GPU. Here is a list if LLM providers in the cloud with LLMs they host.

I’ve got a theory to test - if utilising ALL cores on Intel CPU would raise the speed of LLMs? This is bugging me that new gemma3 27 bit model (gemma3:27b, 17GB on ollama) is not fitting into 16GB VRAM of my GPU, and partially running on CPU.

MinIO provides two standard UIs: (1) MinIO Console - That’s a web UI, and (2) MinIO Command - this is a commandline util mc.