This article benchmarks three approaches for multimodal document search in OpenSearch—ColPali, BDA modality-aware embedding, and text-only chunking—evaluating their trade-offs in s…
OpenSearch 3.5 introduces a new context management system for OpenSearch Agents designed to prevent context window overflow and performance degradation during long AI conversations…
OpenSearch is adopting gRPC as a high-performance alternative to its traditional REST APIs, addressing limitations with JSON's parsing overhead and payload size for data-intensive …
This article details the evaluation of OpenSearch's agentic search capabilities, which uses LLMs to enable natural language interaction with data. Testing focused on two key areas:…
This article details how the authors overcame limitations in previous date histogram aggregation optimizations in Elasticsearch. Previously, these optimizations (filter rewrite & m…
This article highlights the challenges of deploying and maintaining agentic AI applications in production, specifically the lack of visibility into their decision-making processes.…
OpenSearch has significantly improved the performance of vector search using 16-bit floating point numbers (FP16) over the last three releases. Starting with memory-optimized searc…
The Ventspils International Radio Astronomy Center (VIRAC) utilizes Zabbix to monitor critical equipment like telescopes, receivers, and data recorders, ensuring the smooth operati…
Aruba Central is a SaaS solution that allows you to manage your Enterprise Aruba network environment. Due to the increasing number of cloud migrations, we can expect that more and …
In today’s digital era, information is an asset and most of it is obtained from websites. The ability to automatically monitor website content changes has become a crucial competit…
Did you realize that you can monitor a Starlink dish using just Zabbix? The idea (or rather the need) to use Starlink came to me almost as soon as I moved to a fairly rural area. L…