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In this post, you will learn why now is the time to take advantage of the ease of operations and native AI capabilities of OpenSearch Serverless, and migrate from Solr.
Learn how Zepto, India's fast-growing quick-commerce platform, migrated Amazon OpenSearch Service to OpenSearch Optimized (OR2) instances to scale sub-second product search across...
In this post, we share how Alight Solutions migrated from self-managed Elasticsearch to Amazon OpenSearch Service. The migration achieved a 55% cost reduction, alleviated approxima...
In this post, you learn how to use Amazon OpenSearch Service as a discovery layer that combines full-text, vector, and geospatial search across JSON documents in a single query, us...
In this post, you build a contract compliance search system that combines semantic search with semantic highlighting in Amazon OpenSearch Service. You deploy the solution using two...
Learn how to run fast analytical queries directly against raw log and trace data in Amazon OpenSearch Service using PPL and SQL. Follow a single incident investigation, one query a...
In this post, we walk through how Delivery Hero migrated their semantic search infrastructure to Amazon OpenSearch Service, why they chose radial search over traditional k-nearest...
GPU-accelerated vector (k-NN) indexing on Amazon OpenSearch Service and OpenSearch Serverless lets you build billion-scale vector indexes in hours instead of days. This post goes d...
In this post, we show you how to implement data streams with Index State Management (ISM) in Amazon OpenSearch Service. This approach automatically manages your time series data li...
The next generation of Amazon OpenSearch Serverless uses standard AWS PrivateLink endpoints on the on.aws domain. This post shows nine connectivity patterns for private access, fro...
Amazon OpenSearch Service now supports MCP Apps, which return interactive visualizations alongside your AI agent's text responses. Learn how a single, locally run MCP server lets y...
Most teams struggle to answer a deceptively simple question: is my search returning relevant results? This post shows how to capture User Behavior Insights (UBI) data on Amazon Ope...
Learn how to build a centralized AWS CloudTrail monitoring solution on Amazon OpenSearch Service, with Terraform managing the full stack. It handles 200 GB/day of logs across 100+...
In November 2024, we announced Standard and Extended Support dates for legacy Elasticsearch and OpenSearch versions on Amazon OpenSearch Service. We are extending security and oper...
This post walks through how Autodesk re-architected a single-index Elasticsearch 7.1.1 domain on Amazon OpenSearch Service into four multi-index OpenSearch Service domains, using M...
Learn how a team at Epic Games tuned their Amazon OpenSearch Service cluster for Fortnite analytics. This post details how Epic Games partnered with AWS to right-size instances, re...
AWS offers a broad portfolio of vector search built directly into the databases and storage services you already use, with no standalone vector database or data migration required....
Amazon Aurora DSQL offers time-based observability through Amazon CloudWatch Database Insights. Learn how the DSQL observability model, DASH, Database Insights, PromQL, and the sys...
Learn how to observe and evaluate production AI agents by combining an agent running on AWS with OpenSearch Agent Health. This post walks through deploying an agent and its observa...
Aurora serverless now automatically adds 12 Aurora Capacity Units to its current capacity within a second, and continues scaling to 256 ACUs as your workload grows. In this post, w...
In this post, we walk through the three pillars that make this possible: simplified setup, smarter retrieval, and production readiness. We also show you code examples for setting u...
Today we're announcing the general availability of Oracle Exadata Database Service on Exascale Infrastructure (ExaDB-XS) for Oracle Database@AWS. ExaDB-XS brings Exadata-class perf...
Amazon CloudWatch Database Insights now extends to self-managed databases. Monitor self-managed PostgreSQL on Amazon EC2 alongside your Amazon Aurora and Amazon RDS fleet from a si...
Not long ago, some business leaders seemed to view enterprise search as a “nice-to-have.” Or, at the very least, they considered it more of a supporting utility than a strategic, b...
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