Deployment Resources

GenAI Demo With Kafka, Flink, LangChain and OpenAI

Explore the architecture and demo for open-source data streaming using Apache Kafka and Flink with Python, LangChain, and OpenAI LLM APIs in the cloud.

May 17, 2024

by Kai Wähner

CORE

· 3,507 Views · 1 Like

How To Make a Successful Deployment and Not Die Trying

By incorporating these best practices into your deployment process, you will be more assured of success and error reduction.

May 17, 2024

by Alejandro Oses

· 671 Views · 1 Like

Distributed Systems: Common Pitfalls and Complexity

The complexity of distributed systems is an important challenge. In this post, explore the types of complexity you may encounter and effective tactics to use.

May 17, 2024

by Aleksei Popov

· 35,662 Views · 4 Likes

A Beginner's Guide To Deploying Hugging Face Models on SageMaker: Unlocking AI Capabilities for NLP, CV, and Gen AI

Learn how to elevate your SageMaker endpoint for any Hugging Face model to run your GenAI or traditional Machine Learning models.

May 16, 2024

by Sai Sharanya Nalla

· 1,408 Views · 3 Likes

Using CloudTrail Lake To Enable Auditing of Enterprise Applications

CloudTrail Lake is an AWS security service that can be used to ingest and analyze audit events from enterprise applications.

May 16, 2024

by Balaji Nagarajan

· 2,655 Views · 4 Likes

Building Intelligent AI Agents Using Semantic Kernels and Azure OpenAI Models: A Step-By-Step Guide

In this article, we will look into the power of Semantic kernel C# SDK and Open AI combined to create intelligent AI agents.

May 16, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 3,509 Views · 4 Likes

The Ultimate Guide to Cost Management in Google Cloud

Effective cost optimization demands smart resource management, automation, and continuous monitoring. Learn to optimize efficiently and maintain budget control!

May 15, 2024

by Vijayabalan Balakrishnan

· 1,689 Views · 1 Like

AWS To Azure Migration

Explore AWS to Azure migration challenges its mitigation plan, top tools, a detailed checklist, and best practices for cost optimization for success.

May 15, 2024

by Pritesh Patel

· 1,095 Views · 1 Like

Exploration on Azure Computer Vision Model To Build AI-Ready Web Applications

This article explains how to integrate computer vision SDK with JavaScript to develop custom models or use pre-built models to build intelligent web applications.

May 15, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 1,143 Views · 4 Likes

Revolutionize Your Application Scalability With Kubernetes HPA: Tips and Best Practices

Learn how to enhance application scalability with Kubernetes HPA by installing Metrics Server and configuring auto-scaling based on CPU and memory usage.

May 15, 2024

by Rajesh Gheware

CORE

· 1,178 Views · 1 Like

From Novice to Expert: Building Robust Security With Kubernetes RBAC

Master Kubernetes security with this guide on RBAC, covering everything from basic roles and permissions to cluster protection.

May 14, 2024

by Rajesh Gheware

CORE

· 2,533 Views · 2 Likes

Leveraging Apache Airflow on AWS EKS (Part 3): Advanced Topics and Practical Use Cases

In part three of this series, take an in-depth look at Apache Airflow, including advanced topics and practical use cases.

May 14, 2024

by Karthik Rajashekaran

CORE

· 1,981 Views · 2 Likes

Leveraging Apache Airflow on AWS EKS (Part 2): Implementing Data Orchestration Solutions

In part two of this series, take an in-depth look at Apache Airflow, and how it can address the problem of orchestrating cloud-based data.

May 13, 2024

by Karthik Rajashekaran

CORE

· 2,518 Views · 2 Likes

ArgoCD Rollout vs. Flagger: Setup Guide and Analysis

The simplicity of Flagger is appealing, but if you’re a team of multiple platform engineers, a dashboard/UI with ArgoCD Rollout could be a better option for you.

May 13, 2024

by Chase Bolt

· 5,898 Views · 1 Like

How To Integrate ChatGPT (OpenAI) With Kubernetes

The combination of Kubernetes' advanced container orchestration capabilities and ChatGPT's contextual language generation enhances workflow efficiency.

May 13, 2024

by Anthony Neto

· 2,516 Views · 1 Like

Monte Carlo Simulations at Scale: Stock Price Prediction

Learn how to use AWS Batch to run Monte Carlo simulations efficiently and at scale, with a practical example from the financial sector (stock price prediction).

May 13, 2024

by Sai Sharanya Nalla

· 2,405 Views · 4 Likes

Configuration as Code: Everything To Know

With modern tools and QAOps methodologies, infrastructure as code and configuration as code is taking development practices to a whole new level.

May 13, 2024

by Hamid Akhtar

· 4,516 Views · 2 Likes

Boomi Unveils AI Innovations and Strategic Acquisitions at Boomi World 2024

Game-changing AI innovations, strategic acquisitions, and a commitment to simplifying integration and automation for developers to rebuild applications with reason.

May 13, 2024

by Tom Smith

CORE

· 1,784 Views · 1 Like