Creating 3D Visualizations with Matplotlib in Python
Introduction Data visualization has evolved beyond simple 2D plots, and Matplotlib’s powerful 3D capabilities enable us to create compelling visualizations that bring data to…
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Coercing LLM Agents into Structured Responses using Pydantic AI
Introduction In the rapidly evolving landscape of AI development, Large Language Models (LLMs) have become powerful tools for generating dynamic content and responses. However,…
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Understanding Kubernetes DNS – Pod and Namespace Resolution
Introduction In the dynamic world of container orchestration, DNS (Domain Name System) plays a pivotal role in enabling service discovery and communication within Kubernetes…
Read MoreUsing Playwright in LangGraph Agents for Automated Website Login
Introduction LangGraph provides a powerful framework for building agent-based applications powered by language models. When these applications need to interact with the web, Playwright…
Read MoreLocal Vector Embeddings with Transformers.js for LLM Applications
Introduction In the rapidly evolving landscape of Large Language Model (LLM) applications, vector embeddings have become a crucial component for enhancing AI capabilities. These…
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Installing K3s and Creating a Cluster
Introduction K3s is a lightweight, production-ready Kubernetes distribution developed by Rancher Labs. It provides a streamlined approach to container orchestration, making it particularly valuable…
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Categories DevOps
Installing Prometheus and Grafana on Kubernetes
Introduction In today’s cloud-native world, monitoring Kubernetes clusters is crucial for maintaining healthy, performant applications. Prometheus and Grafana form a powerful combination for monitoring…
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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 complex tasks efficiently. The LangGraph multi-agent project exemplifies this…
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Building Custom Chatbots with Atomic-Agents and OpenAI
Introduction Atomic-agents are modular AI components designed to perform specific tasks within a larger conversational system. Following the Unix philosophy of “do one thing…
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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 instant responses and seamless experiences, regardless of traffic volume.…
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