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 ...
GitHub

Pubmed Parser: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset

Pubmed Parser is a Python library for parsing the PubMed Open-Access (OA) subset, MEDLINE XML repositories, and Entrez Programming Utilities (E-utils). It uses the lxml library to parse this ...
InfoQ

Google Launched LangExtract, a Python Library for Structured Data Extraction from Unstructured Text

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Search Engine Land

Meet llms.txt, a proposed standard for AI website content crawling

To meet the web content crawlability and indexability needs of large language models, a new standards proposal for AI/LLMs by Australian technologist Jeremy Howard is here. His proposed llms.txt acts ...
KVIA

‘The statements change every day’: Capitol rioters try to parse Trump’s pardon pledges

(CNN) — President-elect Donald Trump has repeatedly pledged to pardon US Capitol rioters on Day One, but one month before Inauguration Day it’s not clear who among the hundreds of convicted rioters, ...
marktechpost

Podcastfy AI: An Open-Source Python Package that Transforms Web Content, PDFs, and Text into Engaging, Multi-Lingual Audio Conversations Using GenAI

The advent of artificial intelligence has catalyzed numerous sophisticated applications, and Podcastfy AI stands out as an advanced solution within the domain of audio content generation. Developed as ...
Polygon

Modern text parser game The Crimson Diamond rewards precision

Nancy Maple had spent mere minutes in the Crimson Lodge before I got her killed in The Crimson Diamond. The amateur mineralogist — on an errand with the Royal Canadian Museum, where she works as a ...
IEEE

Regex Parsing in Hybrid and Pure Approaches of Text Summarization

Abstract: Hybrid automated text extraction refers to a combination of extractive and abstractive techniques in text summarization. Instead of relying solely on one approach, these methods leverage the ...