Python

Most frequently used commands in Visual Studio Code

Here’s a set of instructions on How to Configure to Run any Executable as a Service in Linux with Systemd.

Use PyInstaller to package Python programs as standalone executables. It works on Linux, Windows, and Mac.

Not the most efficient way, but usable.

Here I list steps needed to implement pair of lambda functions in AWS SAM:

1. REST API Lambda: send message to SQS
2. SQS Lambda Trigger: process message from SQS

These are the step-by-step instructions on how to add layers to AWS Lambdas - in Python. Will be using base code generated by standard HelloWorld template example.

Not long ago was released. Let’s catch up and test how Mistral Small performs comparing to other LLMs.

Here’s a Conda Cheatsheet I’ve compiled some time ago… This Conda Cheatsheet is covering the most essential commands and tips for managing environments, packages, and channels I’ve found useful.

Reranking is a second step in Retrieval Augmented Generation (RAG) systems, right between Retrieving and Generating.

Recently Black Forest Labs published a set of text-to-image AI models. These models are told have much higher output quality. Let’s try them out

We can write lambda function for deployment to AWS in several languages. Let’s compare the performance of (almost empty) functions written in JavaScript, Python and Golang…

Sometimes need this but can’t find rightaway. So keeping them all here.

When I trained object detector AI some time ago - LabelImg was a very helpful tool, but the export from Label Studio to COCO format wasn’t accepted by MMDetection framework..

On one cold winter day in July … that is in Australia … I felt urgent need to train AI model for detecting uncapped concrete reinforcement bars…