Chunk-based RAG is broken for structured documents. The fix is simpler than you think - and faster than the original. A few weeks ago, I came across an article by Agent Native about vectorless RAG.

In distributed systems architecture, the synchronization gap between external HTTP APIs and relational database targets represents a persistent engineering challenge—particularly when API responses ...

SemHash is a lightweight, multimodal library for semantic deduplication, outlier filtering, and representative sample selection. Text works out of the box with fast Model2Vec embeddings, and images, ...

BibDedupe is an open-source Python library for deduplication of bibliographic records, tailored for literature reviews. Unlike traditional deduplication methods, BibDedupe focuses on entity resolution ...

Data backup is a crucial aspect of information management. Both businesses and individuals face risks such as hard drive failure, human error or cyberattacks, which ...

Background: Pregnant and postpartum women have been historically excluded from clinical trials, with data on the safety of drugs relying on observational research. Methodological concerns regarding ...