AI/ML Resources

How To Build an AI Knowledge Base With RAG

LLMs can generate incorrect or imprecise responses due to the limitations of training data. Learn how to build an AI knowledge base to improve the accuracy of LLM output.

July 9, 2024

by Mykola Striletskyy

· 14,267 Views · 3 Likes

Mastering the Art of ChatGPT: 15 Prompt Engineering Techniques

Journey through the fascinating world of Prompt Engineering, exploring 15 unique techniques that can transform how you interact with ChatGPT.

July 9, 2024

by Rakesh A Surendra

· 4,166 Views · 1 Like

Pure Storage Empowers Developers and Data Scientists With Agile, High-Performance Storage for AI and Modern Applications

Pure Storage accelerates AI workloads and modern app development with agile, high-performance storage solutions like FlashBlade and Evergreen//One for AI.

July 9, 2024

by Tom Smith

CORE

· 3,583 Views · 1 Like

The Rise of Kubernetes: Reshaping the Future of Application Development

Kubernetes has become essential for modern app development. Learn how it's evolving to support AI/ML workloads and changing the developer landscape.

July 8, 2024

by Tom Smith

CORE

· 7,868 Views · 4 Likes

Build an Advanced RAG App: Query Rewriting

Building on the last article where we learned how to build a basic RAG app, now take the first step into Advanced RAG with query rewriting.

July 6, 2024

by Roger Oriol

· 3,925 Views · 2 Likes

Strengthening Web Application Security With Predictive Threat Analysis in Node.js

Enhance your Node.js web application security by implementing predictive threat analysis using tools like Express.js, TensorFlow.js, JWT, and MongoDB.

July 5, 2024

by Sameer Danave

· 7,071 Views · 2 Likes

Pure Storage Empowers Developers, Engineers, and Architects With AI-Driven Storage Innovation

AI-powered storage solutions, enhanced cyber resilience, and cloud integrations are unveiled at Accelerate 2024 to revolutionize enterprise data management.

July 5, 2024

by Tom Smith

CORE

· 5,167 Views · 1 Like

Maintain Chat History in Generative AI Apps With Valkey

This article presents a walkthrough on how to use a chat history component with Valkey, an open-source alternative to Redis.

July 4, 2024

by Abhishek Gupta

CORE

· 4,266 Views · 1 Like

Knowledge Graph Enlightenment, AI, and RAG

A snapshot of the adoption wave for graphs in the real world, and the evolution of their use to support and advance AI – generative or otherwise.

July 4, 2024

by George Anadiotis

· 2,410 Views · 1 Like

Addressing the Challenges of Scaling GenAI

Generative AI (GenAI) has transformative potential but faces adoption challenges like high computational demands, data needs, and biases. Learn solutions here.

July 4, 2024

by Jagadish Nimmagadda

· 3,117 Views · 1 Like

The AI Revolution: Empowering Developers and Transforming the Tech Industry

Explore how AI is transforming software development, boosting productivity, and reshaping the tech industry. Learn why embracing AI is crucial for future success.

July 4, 2024

by Tom Smith

CORE

· 2,578 Views · 2 Likes

Flask Web Application for Smart Honeypot Deployment Using Reinforcement Learning

Learn to integrate Flask web applications with Reinforcement Learning and human feedback loop for a honeypot deployment use case.

July 3, 2024

by Virender Dhiman

· 4,311 Views · 1 Like

Pure Storage Tackles AI and HPC Data Challenges With Flexible Storage Solutions

Unveils new AI and HPC data solutions to empower developers, engineers, and architects with faster, more flexible access to data for next-gen applications.

July 3, 2024

by Tom Smith

CORE

· 3,390 Views · 1 Like

DDN and Tintri: Powering the Future of AI and Enterprise Storage

Discover how DDN and Tintri's latest innovations in AI storage and virtualization are empowering developers and engineers to tackle complex data challenges.

July 2, 2024

by Tom Smith

CORE

· 2,423 Views · 1 Like

Outsmarting Cyber Threats: How Large Language Models Can Revolutionize Email Security

Learn more about how AI-powered detection uses LLMs to analyze email content, detects threats, and generates synthetic data for better training.

July 2, 2024

by Gaurav Puri

· 5,768 Views · 2 Likes

Use AWS Generative AI CDK Constructs To Speed up App Development

In this blog, we will use the AWS Generative AI Constructs Library to deploy a complete RAG application using multiple components.

July 1, 2024

by Abhishek Gupta

CORE

· 7,058 Views · 1 Like

Explainable AI: Seven Tools and Techniques for Model Interpretability

Struggling to understand complex AI models? This blog dives into seven powerful XAI tools like LIME, SHAP, and Integrated Gradients. Perfect for software developers!

July 1, 2024

by Sameer Danave

· 13,351 Views · 2 Likes

Spring AI: How To Write GenAI Applications With Java

In this article, take a look at how to write GenAI applications with Java using the Spring AI framework and utilize RAG for improving answers.

June 28, 2024

by Jennifer Reif

CORE

· 10,514 Views · 7 Likes

LLM Orchestrator: The Symphony of AI Services

Explore how software evolved from monolithic structures to AI's LLM Orchestrator, boosting enterprise efficiency and decision-making.

June 27, 2024

by Navveen Balani

· 4,257 Views · 2 Likes

The Role of AI in Low- and No-Code Development

AI's integration into low- and no-code development accelerates app creation by leveraging capabilities like automated code generation and intelligent assistants.

June 27, 2024

by Eric Goebelbecker

CORE

· 6,508 Views · 2 Likes

The Latest AI/ML Topics