RAG – Hour a Day

“Unlocking the Future of Document Analytics with Docling: A Game-Changer for AI Workflows”

Are you ready to unlock the power of your data and step into the future of document analytics? In this guide, we explore how the open‐source tool Docling is revolutionizing…

Oisin August 24, 2025

AI Tools LLM Models RAG

“Unlocking the Power of Tabular Data: 10 Strategies for Elevated Retrieval with RAG”

Retrieval-Augmented Generation (RAG) has transformed how we interact with data. When working with tables—from invoices and HR reports to scientific results—the key to effective retrieval isn’t just about processing plain…

Oisin July 31, 2025

LLM Models Prompting RAG

“Unlocking the Power of Simple Prompts: Revolutionizing Contextual Understanding in Large Language Models”

Over the past few years, improving how large language models (LLMs) respond to contextual information has become an urgent priority. Many teams have explored methods that range from supervised fine-tuning…

Oisin July 29, 2025

AI Tools LLM Models RAG

“Master Chunking Techniques to Optimize RAG Applications”

Unlocking RAG Potential with Thoughtful Chunking Retrieval-Augmented Generation (RAG) is only as strong as the way data is split into meaningful "chunks." In practice, chunking can be the difference between…

Oisin July 27, 2025

AI Tools LLM Models RAG

“From Prototype to Production: A Comprehensive Guide to Building an Advanced RAG System”

Building an advanced retrieval-augmented generation (RAG) system is a journey that starts with a clear understanding of your problem and evolves through careful design, prototyping, and refinement. Below is a…

Oisin July 7, 2025

LLM Models RAG

Unleashing the Power of LLMs: Constructing Next-Generation Knowledge Graphs

Building Next-Generation Knowledge Graphs with LLMs In today’s fast-paced data era, representing complex relationships within vast datasets is critical. Traditional methods of constructing knowledge graphs often demanded manual extraction and…

Oisin June 27, 2025

Agentic AI AI Tools RAG

Enhancing Workflows with Agentic RAG: A Guide to Evolutionary Information Retrieval

This guide dives into the key differences between traditional RAG and the emerging concept of Agentic RAG, offering insights into how this evolution can be applied to enhance your workflows…

Oisin June 26, 2025

AI Tools RAG

“Revolutionizing AI Capabilities: Enhancing Retrieval-Augmented Generation with Knowledge Graphs”

Artificial Intelligence is constantly evolving, and one of the most exciting areas right now is the integration of knowledge graphs with advanced retrieval-augmented generation (RAG) systems. With the rapid expansion…

Oisin June 25, 2025

Agentic AI AI Tools RAG

“Unlocking the Power of Retrieval-Augmented Generation: Building Your Second Brain”

In today’s era of overwhelming digital tools and scattered information, it’s becoming increasingly vital to develop a system that truly acts as your “second brain.” Rather than toggling between multiple…

Oisin June 25, 2025