Tag: HAQM OpenSearch

AVB Marketing delivers custom digital solutions for their members across a wide range of products. LINQ, AVB’s proprietary product information management system, empowers their appliance, consumer electronics, and furniture retailer members to streamline the management of their product catalog. In this post, we share how AVB reduced their average search time from 3 seconds to 300 milliseconds in LINQ by adopting HAQM OpenSearch Service while processing 14.5 million record updates daily.

HAQM OpenSearch Service is an Apache-2.0-licensed distributed search and analytics suite offered by AWS. This fully managed service allows organizations to secure data, perform keyword and semantic search, analyze logs, alert on anomalies, explore interactive log analytics, implement real-time application monitoring, and gain a more profound understanding of their information landscape. OpenSearch Service provides the […]

Many organizations, small and large, are working to migrate and modernize their analytics workloads on HAQM Web Services (AWS). There are many reasons for customers to migrate to AWS, but one of the main reasons is the ability to use fully managed services rather than spending time maintaining infrastructure, patching, monitoring, backups, and more. Leadership […]

HAQM OpenSearch Service has long supported both lexical and vector search, since the introduction of its kNN plugin in 2020. With recent developments in generative AI, including AWS’s launch of HAQM Bedrock earlier in 2023, you can now use HAQM Bedrock-hosted models in conjunction with the vector database capabilities of OpenSearch Service, allowing you to implement semantic search, retrieval augmented generation (RAG), recommendation engines, and rich media search based on high-quality vector search. The recent launch of the vector engine for HAQM OpenSearch Serverless makes it even easier to deploy such solutions.

April 2024: This post was reviewed for accuracy. February 2023: This post was reviewed and updated for accuracy of the code. When organizations set out to build machine learning (ML) applications such as natural language processing (NLP) systems, recommendation engines, or search-based systems, often times k-Nearest Neighbor (k-NN) search will be used at some point […]

HAQM OpenSearch Service supports a highly performant, integrated anomaly detection engine that enables the real-time identification of anomalies in streaming data. Last year, we released high-cardinality anomaly detection (HCAD) to detect individual entities’ anomalies. With the 1.1 release, we have allowed you to monitor a million entities with steady, predictable performance. HCAD is easiest when […]

HAQM OpenSearch Service enables organizations to perform interactive log analytics, real-time application monitoring, website search, and more. OpenSearch is an open-source, distributed search and analytics suite derived from Elasticsearch. HAQM OpenSearch Service offers the latest versions of OpenSearch, support for 19 versions of Elasticsearch (1.5 to 7.10 versions), and visualization capabilities powered by OpenSearch Dashboards […]

August 2024: This post was reviewed and updated for accuracy. HAQM OpenSearch Service is a fully managed service that makes it easy to deploy, secure, scale, and monitor your OpenSearch cluster in the AWS Cloud. Elasticsearch and OpenSearch are a distributed database solution, which can be difficult to plan for and execute. This post discusses […]

HAQM OpenSearch Service provides an event alerting feature within OpenSearch Dashboards. To use this feature, you work with monitors (scheduled jobs) that have triggers (specific conditions) that you set, telling the monitor when it should send an alert. An alert is a notification that the triggering condition occurred. When a trigger fires, the monitor takes action, sending a message to your destination. This post uses a simulated IoT device farm to generate and send data to HAQM OpenSearch Service.