AI/ML Resources

Introducing SmallRye LLM: Injecting Langchain4J AI Services

A quick guide on how Microprofile developers can leverage the power of CDI and Microprofile features on their Langchain4J AI Services in their enterprise applications.

April 14, 2025

by BUHAKE SINDI

CORE

· 6,923 Views · 6 Likes

Design Patterns for Scalable Test Automation Frameworks

Essential design principles that improve the scalability, maintainability, and efficiency of test automation frameworks.

April 11, 2025

by Sarvesh Peddi

· 5,161 Views · 1 Like

Transforming Data Analytics by Combining SQL and ML

Learn how AI and ML extend SQL's capabilities for advanced analytics, predictive insights, and query optimization, transforming database interactions.

April 10, 2025

by Ramalakshmi Murugan

· 5,462 Views · 2 Likes

Why State Management Is the #1 Challenge for Agentic AI

Explore the unique state management challenges posed by agentic AI, and see why traditional cloud-native approaches fall short as AI agents evolve to learn and adapt over time.

April 9, 2025

by Jason Bloomberg

· 3,117 Views · 2 Likes

Unlocking the Power of Serverless AI/ML on AWS: Expert Strategies for Scalable and Secure Applications

Learn how to combine AWS Serverless with AI/ML to build scalable, automated, and intelligent workflows with this practical guide.

April 9, 2025

by Bal Reddy Cherlapally

· 6,590 Views · 1 Like

How AI Automation Increases Research Productivity

Discover how AI automation revolutionizes research productivity through streamlined data collection, workflow optimization, and real-world applications in various industries.

April 9, 2025

by Kevin Vu

· 3,528 Views · 1 Like

Context Search With AWS Bedrock, Cohere Model, and Spring AI

In this article, learn how to build a simple Java application using Spring AI and Amazon Bedrock to generate and compare text embeddings with Cohere’s Embed Multilingual v3 model.

April 9, 2025

by Danil Temnikov

CORE

· 73,750 Views · 22 Likes

Why Clean Data Is the Foundation of Successful AI Systems

Poor data quality costs enterprises $406M annually. Learn in this article some key challenges and best practices for ensuring data quality in AI systems.

April 8, 2025

by Vaishali Mishra

· 4,417 Views · 2 Likes

AI-Powered Defenses Against Clickjacking in Finance

Clickjacking is not a new online threat, but it continues to evolve and stay relevant. This article discusses AI-driven techniques for combating this attack.

April 8, 2025

by Dipankar Saha

· 2,884 Views

How I Taught OpenAI a New Programming Language With Fine-Tuning

We fine-tuned OpenAI to understand a programming language it had no prior knowledge of. This article explains what we learned.

April 7, 2025

by Thomas Hansen

CORE

· 4,761 Views · 1 Like

Three AI Superpowers: Classification AI vs Predictive AI vs Generative AI

Learn the difference between classification, predictive, and generative AI — what they do and how they’re used to sort data, forecast trends, and create content.

April 7, 2025

by Mahesh Ganesamoorthi

· 3,736 Views

Optimizing Natural Language Queries for Multi-Service Information Retrieval

Learn how to optimize natural language queries for orchestrated information retrieval across multiple services using AI, GraphQL, and embedding models.

April 7, 2025

by Abhay Patra

· 3,315 Views · 1 Like

Shift-Right Testing: Smart Automation Through AI and Observability

Shift-right testing uses AI and observability to validate software in production-like environments, helping uncover real-world issues post-release.

April 7, 2025

by Raghavender Vanam

· 3,242 Views · 1 Like

AI-Driven RAG Systems: Practical Implementation With LangChain

This guide explores the fundamentals of RAG and provides a step-by-step LangChain implementation for building scalable, context-aware AI systems.

April 4, 2025

by Rambabu Bandam

· 9,121 Views · 3 Likes

Supercharging LLMs With Knowledge Graphs for Smarter, Fairer AI

KGAT reduces bias in LLMs like GPT-4 by integrating knowledge graphs, enhancing fairness and performance for ethical AI systems.

April 3, 2025

by Rajeev Kumar

· 3,888 Views · 2 Likes

From Zero to Meme Hero: How I Built an AI-Powered Meme Generator in React

Learn how to build an AI meme generator using OpenAI, React, Fabric.js, and DALL-E 3 and create captions, design meme canvases, and optimize costs and performance.

April 3, 2025

by Mohit Menghnani

CORE

· 7,128 Views · 4 Likes

AI Protection: Securing The New Attack Frontier

The world is moving toward AI-first products. In this article, we discuss how to defend against sophisticated attacks that target the underlying models.

April 2, 2025

by Aditya Visweswaran

· 3,965 Views

Create Your Own AI-Powered Virtual Tutor: An Easy Tutorial

Build your own AI tutor! Learn how to use NLP, knowledge graphs, reinforcement learning, and speech synthesis to create an adaptive learning assistant.

April 2, 2025

by Achraf Golli

· 5,949 Views · 2 Likes

Why Generative AI Needs Human Oversight to Build Trust

Generative AI is transforming industries, but Trust Calibration and human oversight are key to keeping it accurate, ethical, and reliable.

April 2, 2025

by Richa Taldar

· 5,154 Views · 3 Likes

Maintaining ML Model Accuracy With Automated Drift Detection

This tutorial demonstrates how to implement automated drift detection, triggers alerts, and automatically retrains models to maintain accuracy in production environments.

April 2, 2025

by Jesse Williams

· 3,505 Views · 2 Likes

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