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Categories ML-AI Python

Using Playwright in LangGraph Agents for Automated Website Login

  • By Craig
  • May 14, 2025

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…

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Categories Javascript ML-AI

Local Vector Embeddings with Transformers.js for LLM Applications

  • By Craig
  • May 13, 2025

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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Categories DevOps

Using a Private Docker Registry with Minikube and K3s

  • By Craig
  • May 12, 2025

Introduction A private Docker registry is a crucial component for organizations looking to maintain control over their container images while ensuring secure and efficient…

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Categories DevOps

Using Logstash for Log Processing and Analysis

  • By Craig
  • May 12, 2025

In today’s data-driven world, effectively processing and analyzing log data is crucial for maintaining system health, security, and performance. Logstash, a powerful open-source data…

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Categories Javascript DevOps

Building and Deploying Nuxt Vue Applications to Kubernetes

  • By Craig
  • May 11, 2025

Introduction In today’s cloud-native landscape, deploying Vue applications efficiently and reliably requires a robust containerization and orchestration strategy. This guide walks through the process…

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Categories DevOps

Installing K3s and Creating a Cluster

  • By Craig
  • May 11, 2025

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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Grafana Prometheus Dashboard
Categories DevOps

Installing Prometheus and Grafana on Kubernetes

  • By Craig
  • May 11, 2025

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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Kibana Visualization Example
Categories DevOps

Installing ELK Stack with Docker Compose

  • By Craig
  • May 10, 2025

The ELK Stack (Elasticsearch, Logstash, and Kibana) has become the go-to solution for centralized logging and analytics in modern applications. This powerful combination of…

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LangGraph Multi-Agent Diagram
Categories ML-AI Python

LangGraph Multi-Agent: Hands-on with a Supervisor Agent

  • By Craig
  • May 9, 2025

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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Atomic Agents Diagram
Categories ML-AI Python

Building Custom Chatbots with Atomic-Agents and OpenAI

  • By Craig
  • May 8, 2025

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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