Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard architecture — chunking documents, embedding them into a ...

In December 2025, we shared the first-ever The State of Trusted Open Source report, featuring insights from our product data and customer base on open source consumption across our catalog of ...

Your browser does not support the audio element. How we designed a system where engineers write specifications instead of code, and AI agents handle the rest — from ...

A Complete Python client package for developing python code and apps for Alfresco. Great for doing AI development with Python based LangChain, LlamaIndex, neo4j-graphrag, etc. Also great for creating ...

Python dataclasses work behind the scenes to make your Python classes less verbose and more powerful all at once. Here's an introduction to using dataclasses in Python. Everything in Python is an ...

Abstract: This study presents a voice-controlled industrial automation system integrating Python-based speech recognition with PLC (Programmable Logic Controller) and HMI (Human-Machine Interface) for ...

As AI engineers, crafting clean, efficient, and maintainable code is critical, especially when building complex systems. Let’s explore some key design patterns that are particularly useful in AI and ...

Researchers with Seattle-based Protect AI plan to release a free, open source tool that can find zero-day vulnerabilities in Python codebases with the help of Anthropic's Claude AI model. The software ...

According to Gang of Four, abstract factory patterns can be assumed as the factory for creating factories. Abstract factory pattern is purely an extension factory method; it’s recommended to go ...

Design Pattern 2 module project: A Java SE desktop application showcasing 6 design patterns (Memento, Prototype, Mediator, Chain of Responsibility, Decorator, Visitor) applied to a comprehensive ...