Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 characters). This works for prose, but it destroys the logic of technical ...
Geeky Gadgets

Why Your RAG System Might Be Failing You (And How to Fix It)

What if the very method you rely on to simplify information is actually sabotaging your results? Imagine a Retrieval-Augmented Generation (RAG) system tasked with answering a critical question from a ...
Computer Weekly

Understanding RAG architecture and its fundamentals

Understanding RAG architecture and its fundamentals Now seen as the ideal way to infuse generative AI into a business context, RAG architecture involves the implementation of various technological ...
Geeky Gadgets

Why Your AI Memory & Retrieval System Fails and How to Fix It

What happens when your AI-powered retrieval system gives you incomplete or irrelevant answers? Imagine searching a compliance document for a specific regulation, only to receive fragmented or ...
manilatimes

RapidFire AI Launches Open Source Package to Accelerate Agentic RAG and Context Engineering Success

SAN FRANCISCO, Nov. 04, 2025 (GLOBE NEWSWIRE) -- RapidFire AI, the company accelerating AI experimentation and customization, today announced at Ray Summit 2025 RapidFire AI RAG, an open-source ...