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Asymmetric model support: Optimizing semantic search for queries and documents

OpenSearch 3.5 introduces support for asymmetric embedding models, which enhance semantic search rel...

Agentic SDLC: How OpenSearch accelerates engineering with its own engine

The OpenSearch team has developed four AI agents—Atlas, Ralph, Nitro, and Sentinel—to automate r...

Personalizing your contact center agent using OpenSearch agentic memory

OpenSearch agentic memory addresses the lack of conversational context in AI contact center agents b...

Introducing the OpenSearch Hadoop connector 2.0: Spark 4 support, OpenSearch Serverless, and more

The OpenSearch Hadoop connector 2.0 has been released, introducing support for Apache Spark 3.5 and ...

Benchmarking multimodal document search in OpenSearch: Three approaches compared

This article benchmarks three approaches for multimodal document search in OpenSearch—ColPali, BDA...

Solving context overflow: How OpenSearch agents stay smart in long conversations

OpenSearch 3.5 introduces a new context management system for OpenSearch Agents designed to prevent ...

Advancing OpenSearch with gRPC and Protocol Buffers

OpenSearch is adopting gRPC as a high-performance alternative to its traditional REST APIs, addressi...

Evaluating agentic search in OpenSearch

This article details the evaluation of OpenSearch's agentic search capabilities, which uses LLMs to ...

Beyond filter rewrite: How doc value skip indexes accelerate aggregations in OpenSearch

This article details how the authors overcame limitations in previous date histogram aggregation opt...

OpenSearch Agent Health: Open-source observability and evaluation for AI agents

This article highlights the challenges of deploying and maintaining agentic AI applications in produ...

Accelerating FP16 vector search performance using bulk SIMD in OpenSearch 3.5

OpenSearch has significantly improved the performance of vector search using 16-bit floating point n...

Monitoring the Stars with Zabbix and VIRAC

The Ventspils International Radio Astronomy Center (VIRAC) utilizes Zabbix to monitor critical equip...

Aruba Central API Monitoring with Zabbix

Aruba Central is a SaaS solution that allows you to manage your Enterprise Aruba network environment...

Monitoring a Starlink Dish with Zabbix

Did you realize that you can monitor a Starlink dish using just Zabbix? The idea (or rather the need...

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