InfoQ

Building Hierarchical Agentic RAG Systems: Multi-Modal Reasoning with Autonomous Error Recovery

Traditional RAG systems struggle bridging structured SQL databases and unstructured document collections (a challenge we call the modality gap), leading to incomplete reasoning and hallucinations.
GitHub

The XML Flattener converts hierarchical XML documents into table shaped rectangular data sets consisting of rows and columns.

Assuming you have a version of Java 8+ installed (please see Adopt OpenJDK), you can download the binary and flatten out the Hello World Input XML to a CSV file with ...
InfoWorld

Using PostgreSQL as a vector database in RAG

PostgreSQL with the pgvector extension allows tables to be used as storage for vectors, each of which is saved as a row. It also allows any number of metadata columns to be added. In an enterprise ...
Scientific Research Publishing

Image Classification Based on Vision Transformer ()

This research introduces an innovative approach to image classification, by making use of Vision Transformer (ViT) architecture. In fact, Vision Transformers (ViT) have emerged as a promising option ...
eLife

Eelbrain, a Python toolkit for time-continuous analysis with temporal response functions

Even though human experience unfolds continuously in time, it is not strictly linear; instead, it entails cascading processes building hierarchical cognitive structures. For instance, during speech ...
GitHub

ViBE: a hierarchical BERT model to identify viruses using metagenome sequencing data

This repository includes the implementation of 'ViBE: a hierarchical BERT model to identify viruses using metagenome sequencing data'. Please cite our paper if you use our models. Fill free to report ...