Creating 3D Visualizations with Matplotlib in Python
Introduction Data visualization has evolved beyond simple 2D plots, and Matplotlib’s powerful 3D capabilities enable…
Python Jupyter Notebooks
Python ML-AI
Coercing LLM Agents into Structured Responses using Pydantic AI
Introduction In the rapidly evolving landscape of AI development, Large Language Models (LLMs) have become…
DevOps
Understanding Kubernetes DNS – Pod and Namespace Resolution
Introduction In the dynamic world of container orchestration, DNS (Domain Name System) plays a pivotal…
ML-AI Python
Using Playwright in LangGraph Agents for Automated Website Login
Introduction LangGraph provides a powerful framework for building agent-based applications powered by language models. When…
Javascript ML-AI
Local Vector Embeddings with Transformers.js for LLM Applications
Introduction In the rapidly evolving landscape of Large Language Model (LLM) applications, vector embeddings have…
DevOps
Installing K3s and Creating a Cluster
Introduction K3s is a lightweight, production-ready Kubernetes distribution developed by Rancher Labs. It provides a…
DevOps
Installing Prometheus and Grafana on Kubernetes
Introduction In today’s cloud-native world, monitoring Kubernetes clusters is crucial for maintaining healthy, performant applications.…
ML-AI Python
LangGraph Multi-Agent: Hands-on with a Supervisor Agent
In the ever-evolving landscape of artificial intelligence, multi-agent systems are becoming increasingly important for handling…
ML-AI Python
Building Custom Chatbots with Atomic-Agents and OpenAI
Introduction Atomic-agents are modular AI components designed to perform specific tasks within a larger conversational…
Programming DevOps
Load and Scale Testing Modern Web Applications – A Practical Guide
Introduction In today’s digital landscape, web applications must perform flawlessly under varying loads. Users expect…