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 ...
Scientific Research Publishing

Research on the Design of Document Generation System Based on WEB ()

To complete the above system, the author’s main research work includes: 1) Office document automation based on python-docx. 2) Use the Django framework to develop the website.
InfoWorld

Step into the J2EE architecture and process

In the commercial world, we use Java 2 Enterprise Edition (J2EE) to solve business problems, to develop commercial software, or to provide contract services to other businesses’ projects. If a company ...
usace.army.mil

Strength in architecture

Mission systems provide crucial elements of our warfighting capabilities--in the case of aviation mission systems, components integrat-ed directly onto an air vehicle and encompassing traditional ...
InfoWorld

Building a scalable document management system: Lessons from separating metadata and content

Split your metadata from your files, and suddenly your sluggish document system becomes fast, scalable and surprisingly cheap to run. When I was tasked with modernizing our enterprise document ...