AI/ML Resources

How to Build Local LLM RAG Apps With Ollama, DeepSeek-R1, and SingleStore

Learn how to use DeepSeek-R1 with SingleStore to analyze PDFs, store embeddings, and discover blockchain investment opportunities in FinTech with LangChain.

April 23, 2025

by Akmal Chaudhri

CORE

· 3,040 Views · 2 Likes

Build Your First AI Model in Python: A Beginner's Guide (1 of 3)

Embark on your AI journey with this step-by-step tutorial, designed to guide beginners through building a basic AI model in Python.

April 22, 2025

by Srinivas Chippagiri

CORE

· 4,370 Views · 2 Likes

Unlocking AI Coding Assistants Part 1: Real-World Use Cases

Dive into some AI coding assistant use cases and their effectiveness, highlighting their capabilities and limitations.

April 21, 2025

by Gunter Rotsaert

CORE

· 2,781 Views · 1 Like

The Rise of Shadow AI: When Innovation Outpaces Governance

Employees adopt AI tools faster than governance can react. Shadow AI isn’t a threat—it’s a signal. Rather than ban it, organizations should guide it with clear policies.

April 21, 2025

by Frederic Jacquet

CORE

· 2,043 Views · 1 Like

AI Interview Analysis

This article discusses how to use generative artificial intelligence to analyze interviews from teammates, stakeholders, and management for better insights.

April 21, 2025

by Stefan Wolpers

CORE

· 2,885 Views · 3 Likes

Vision AI on Apple Silicon: A Practical Guide to MLX-VLM

Learn how Apple's MLX framework turns your Mac into a vision AI powerhouse, running large models efficiently with native Metal optimization and minimal setup.

April 18, 2025

by Aditya Karnam Gururaj Rao

· 3,928 Views · 1 Like

Is the Model Context Protocol a Replacement for HTTP?

MCP works with HTTP, not replaces it. It’s a higher-level framework for managing how AI models handle context, applications, and memory during interactions.

April 18, 2025

by Vijay Joshi

· 5,637 Views · 7 Likes

Gemma 3: Unlocking GenAI Potential Using Docker Model Runner

Run Gemma 3 locally using Docker Model Runner for private, efficient GenAI development — fast setup, offline inference, and full control.

April 17, 2025

by Anjan Kumar Ayyadapu

· 9,252 Views · 1 Like

How AI Is Changing the Way Developers Write Code

Generative AI, AI assistants, and LLMs have unique capabilities in software development. Learn how they improve workflows and maximize productivity.

April 16, 2025

by Karen Bradford

· 5,122 Views · 6 Likes

Why GenAI Apps Could Fail Without Agentic Frameworks

Learn why GenAI apps risk failure and how agentic frameworks empower AI to be proactive, adaptive, and capable of tackling dynamic challenges head-on!

April 15, 2025

by Haymang Ahuja

· 2,694 Views · 3 Likes

Introducing Neuron AI: Create Full-Featured AI Agents in PHP

A complete open-source toolkit for AI development in PHP. Create RAG systems to use the powerful capabilities of LLMs on your own private data.

April 14, 2025

by Valerio Barbera

· 2,933 Views · 2 Likes

Why Generative AI and Data Streaming Are Replacing Visual Coding With Low-Code/No-Code Platforms

Low-code or no-code tools simplify development but have limitations. Generative AI and data streaming (Kafka, Flink) reshape real-time, scalable workflows.

April 14, 2025

by Kai Wähner

CORE

· 2,301 Views

Critical Thinking In The Age Of AI-Generated Code

Learn how AI-generated code impacts maintainability, productivity, and quality. Explore code reviewing, testing strategies, and best practices for long-term success.

April 14, 2025

by Stelios Manioudakis, PhD

CORE

· 23,761 Views · 8 Likes

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

· 5,626 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

· 3,528 Views · 1 Like

Optimizing AI Interactions: Crafting Effective Prompts for Accurate Response Generation

In this article, see how mastering prompt engineering techniques can improve AI model performance, ensure better outputs, and address key ethical considerations.

April 11, 2025

by Matthew McMullen

· 2,934 Views · 2 Likes

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

· 4,532 Views · 1 Like

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

· 2,898 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

· 5,819 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

· 3,133 Views · 1 Like

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