knowledge bases

2 items

ARTICLEDEV.to AI·4/22/2026

AWS Data & AI Stories #04: Multimodal RAG on AWS

This article connects previous pieces to explain multimodal RAG. It details how Amazon Bedrock Knowledge Bases now supports multimodal content, including images, audio, and video, to build end-to-end RAG workflows on AWS.

multimodal AI RAG Amazon Bedrock AWS

RESEARCHarXiv CS.AI·8d ago

Deliberative Curation: A Protocol for Multi-Agent Knowledge Bases

This paper proposes a deliberative curation protocol for governing collective knowledge in multi-agent AI ecosystems, addressing challenges like agent statelessness and model homogeneity. It combines a knowledge artifact lifecycle, reputation-weighted deliberative voting, and graduated sanctions adapted for stateless agents.

collective knowledge protocol governance multi-agent systems knowledge bases