Illustration depicting the integration of DevOps and AI, highlighting collaboration and continuous improvement in artificial intelligence...

To deploy a Django app in Kubernetes, start by containerizing it with Docker. Create a `Dockerfile` that installs dependencies, sets environment variables, and exposes the port Django runs on. Next, build the Docker image and push it to a container registry. In Kubernetes, define a `Deployment` YAML to specify your Django container, a `Service` to expose it, and a `ConfigMap` for environment variables. Use `kubectl` to apply the configurations, scale the deployment, and monit

Docker Model Runner on Your MacBook for LLM Apps Deepseek, Llama, Python Streamlit

Learn how to deploy an LLM chatbot on your Windows laptop with or without GPU support. This guide walks you through installing Docker Desktop, setting up the Ollama backend, and running the Llama 3.2 model using Docker containers. Whether you're a beginner or experienced developer, this step-by-step tutorial will help you get started with large language models and build your own personal chatbot using OpenWebUI. Perfect for experimenting with AI models on your local machine.

Deploy Flask app with MySQL on Kubernetes

Secure your AWS EC2 instances by disabling IMDSv1 and adopting IMDSv2 for enhanced security, protecting against SSRF and credential leaks.

Windows PC for AI Application Dev with WSL Ollama. Python and Docker . Llama

Managing legacy applications in the cloud can be a costly endeavor, especially if you’re running EC2 instances continuously. While modern...