Abstract: Retrieval-Augmented Generation (RAG) plays a vital role in enhancing large language models (LLMs) by enabling them to leverage external knowledge, thereby reducing hallucinations and ...

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...

Abstract: Retrieval-Augmented Generation (RAG) systems are widely adopted to enhance Large Language Models (LLMs) with external knowledge, particularly in domains requiring up-todate and precise ...

Cybersecurity researchers have discovered vulnerable code in legacy Python packages that could potentially pave the way for a supply chain compromise on the Python Package Index (PyPI) via a domain ...

What if your AI agent could not only answer your questions but also truly understand them, navigating complex queries with precision and speed? While the rise of vector search has transformed how AI ...

Lightweight, cost-effective, and easy to deploy Supports document collection management, insertion, querying, and maintenance Modular API design for flexible integration ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Artificial intelligence (AI) is transforming research in metal–organic frameworks ...

As a world leader in connected LED lighting products, systems, and services, Signify (formerly Philips Lighting) serves not only everyday consumers but also a large number of professional users who ...