AI/ML Resources

AI-Powered Observability With OpenTelemetry and Prometheus

Learn how AI-driven observability transforms monitoring with proactive issue detection, smarter analysis, and seamless integration into modern IT systems.

March 19, 2025

by Vasanthi Govindaraj

· 8,174 Views · 5 Likes

Building an Agentic RAG System from Scratch

Agentic RAG combines retrieval-augmented generation with AI agents to enhance LLMs, enabling autonomous decisions, efficient context retrieval, and flexible tool use.

March 19, 2025

by Swati Tyagi

· 4,610 Views · 2 Likes

Unlocking Oracle 23 AI's JSON Relational Duality

Oracle 23ai combines AI with JSON and relational duality, allowing easy querying and updates across both formats. Learn how this integration streamlines data management.

March 19, 2025

by arvind toorpu

CORE

· 3,344 Views · 3 Likes

AI-Driven Kubernetes Troubleshooting With DeepSeek and k8sgpt

Learn Kubernetes troubleshooting with k8sgpt and DeepSeek via Groq API. AI-powered SRE Copilot automates debugging, root cause analysis, and fixes.

March 19, 2025

by Rajesh Gheware

CORE

· 9,690 Views · 5 Likes

Accelerating AI: A Dive into Flash Attention and Its Impact

In this article, we will explore the Flash Attention mechanism and its approach to addressing GPU acceleration with a short demo.

March 18, 2025

by Kailash Thiyagarajan

· 4,014 Views

Financial Data and RAG Usage in LLMs

AI in finance uses LLMs and RAG to assess credit risk, process data, and adapt in real-time, improving decision-making and operational efficiency.

March 18, 2025

by Ajay Tanikonda

· 2,794 Views · 1 Like

Role of Data Annotation Services in AI-Powered Manufacturing

Learn how data annotation services enhance AI-powered manufacturing by improving automation, precision, and decision-making, with their key benefits and applications.

March 18, 2025

by Peter Leo

· 2,441 Views · 2 Likes

Frugal AI: How Efficiency is Reshaping the Future of Tech

Frugal AI optimizes efficiency, reduces resource consumption and environmental impact while maintaining high performance. AI can be powerful without being wasteful.

March 18, 2025

by Frederic Jacquet

CORE

· 3,293 Views · 3 Likes

Exploring Playwright’s Feature “Copy Prompt”

Playwright's new "Copy prompt" feature simplifies debugging by generating detailed prompts for LLMs like ChatGPT. This enhances testing efficiency and precision.

March 18, 2025

by Kailash Pathak

CORE

· 4,057 Views · 2 Likes

Secure File Transfer as a Critical Component for AI Success

This article intends to highlight the importance of secure file transfer and its role in support of an organization's artificial intelligence (AI) initiatives.

March 18, 2025

by Anil Soni

· 2,730 Views · 2 Likes

Navigating Innovations and Challenges of Conversational AI

Large language models (LLMs) are sophisticated AI models with the ability to understand, generate, and process natural language.

March 17, 2025

by Yifei Wang

CORE

· 2,483 Views · 2 Likes

Top Security Automation Tools for Auto-Remediation

Speed is vital in cybersecurity, and auto-remediation tools help by quickly detecting and mitigating risks, boosting response efficiency.

March 17, 2025

by Anastasios Arampatzis

· 4,153 Views · 2 Likes

Accelerating Deep Learning on AWS EC2

Install CUDA on AWS GPU instances, containerize your deep learning model, and scale with ECS/EKS for cost-effective, high-performance training and inference.

March 14, 2025

by Praveen Kumar Thopalle

· 5,867 Views

Smart Cities With Multi-Modal Retrieval-Augmented Generation

Learn how MM-RAG revolutionizes smart city management by integrating text, images, and IoT data to deliver real-time actionable insights for urban challenges.

March 14, 2025

by Shaik Abdul Kareem

· 41,791 Views · 2 Likes

Building a Real-Time AI-Powered Workplace Safety System

In this article, we'll show you how we built a real-time AI safety system that monitors workplace ergonomics using Python, MediaPipe, and OpenCV.

March 14, 2025

by Chidozie Managwu

· 4,044 Views · 2 Likes

DeepSeek on Kubernetes: AI-Powered Reasoning at Scale

Deploy DeepSeek-R1 on Kubernetes using Ollama for inference and Open WebUI for seamless interaction. Supports local setups like KIND or cloud deployment.

March 14, 2025

by Rajesh Gheware

CORE

· 5,585 Views · 3 Likes

Securing Conversations With LLMs

In this article, we will explore how cloud-native open-source tools can be used to filter sensitive information both entering and exiting the models.

March 13, 2025

by Siri Varma Vegiraju

CORE

· 16,194 Views

The Impact of AI Agents on Modern Workflows

AI agents will transform traditional workflows, making them more dynamic, self-optimizing, and intelligent for greater efficiency and innovation.

March 13, 2025

by Bhala Ranganathan

CORE

· 4,618 Views · 2 Likes

AI-Driven Self-Healing Tests With Playwright, Cucumber, and JS

Self-healing for automation testing significantly reduces maintenance by automatically adapting to changes in the application's user interface.

March 13, 2025

by Priya Yesare

· 9,427 Views · 2 Likes

Build a DIY AI Model Hosting Platform With vLLM

vLLM is an open-source tool that helps with hosting AI models using an efficient inference engine. It can be used to power LLMs in real products and services.

March 12, 2025

by Bhala Ranganathan

CORE

· 5,358 Views · 1 Like

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