Eric Pughdep4b.hashnode.dev·Dec 20, 2024Implicit Judgements and COECDriving the evaluation aspect of the Evaluation Framework is the choice of how we model user clicks to decide what is a good search result and what isn’t. We are starting with Clicks over Expected Clicks (COEC). This is a well understood approach for...opensearch
Eric Pughdep4b.hashnode.dev·Dec 12, 2024The Dev console is NOT the place for debugging OpenSearch Queries!!!Coming out of a week of deep pairing with my colleagues Daniel Wrigley and Jeff Zemerick on the upcoming Search Quality Evaluation Framework for OpenSearch, one thing that I’ve noticed after some intense swarming sessions is that we abuse the Dev Con...opensearch
Chandra Prakash Reddydevopstour.hashnode.dev·Dec 3, 2024Building the future of cloud operations at any scaleThe VP of Search, Observability & Cloud Operations, Nandini Ramani, gave a presentation at re:Invent 2024 that included important information about how AWS is influencing cloud operations going forward. To assist you improve the agility, efficiency, ...5 likesAWS Conferences Tour#AWSSystemsManager
Eric Pughdep4b.hashnode.dev·Nov 26, 2024Wait... Why is there an Eval Framework when we are building a hybrid optimizer for OpenSearch?Recently I was asked about where the Evaluation Framework that we are building for OpenSearch came from, since our goal when we set out was to build an Optimizer for Hybrid Search! For those of you who haven’t heard about the new hotness that is Hybr...opensearch
Wojciech Kaczmarczykaws-notes.hashnode.dev·Nov 22, 2024RAG based Generative AI using Amazon Bedrock Knowledge BaseOverview Generative AI chatbots, powered by advanced language models, offer natural, contextual, and versatile conversations by dynamically generating responses. Unlike traditional chatbots, they utilize techniques like transformers, attention mechan...AWS AIAI
Siddharth KothariforReactiveSearch Blogblog.reactivesearch.io·Oct 4, 2024Guide to Building a Vector Search UI Using ReactiveSearch and OpenSearch 2.17How often have you looked for something, but you're not sure what it’s called? Vector search (aka KNN-search) solves for this problem by allowing you to search for what you mean. Internally, a vector search engine stores a numerical representation of...39 readsopensearch
Lucas Vera Toroblog.lucasdev.info·Sep 24, 2024Maximize Performance with AWS AppSync Direct Integrations[generated with AI] AWS AppSync simplifies the creation and management of GraphQL APIs by connecting data sources to resolvers through functions, enhancing front-end and back-end collaboration. This article explores the advantages of using AppSync’s ...16 likes·35 readsAWS - ServerlessGraphQL
Siddharth KothariforReactiveSearch Blogblog.reactivesearch.io·Aug 8, 2024Building Search UIs with Flutter Searchbox 4.0Introduction Search functionality is a vital component of modern applications, significantly enhancing user experience by providing quick access to relevant information. As Flutter continues to gain popularity for building cross-platform apps, integr...109 readsFlutter
Tanishka Marrottcloud-design-diaries.hashnode.dev·Aug 4, 2024Real-Time Streaming Analytics Pipeline with Kinesis, Flink, and OpenSearch 🚀Hi there 👋, I'm Tanishka Marrott Today, I'll be taking you through an exciting journey where we've seamlessly integrated the primary phases of data ingestion, processing, storage, and visualization into a single cohesive pipeline using AWS services ...1 likeAWS
Vivek Kushwahwiwek.hashnode.dev·Jun 7, 2024How to Configure ElasticSearch/OpenSearch Alerts for Custom Webhook(on OpsGenie)Introduction: Setting up alerts in OpenSearch and routing them to OpsGenie is a powerful way to ensure timely responses to critical events. This detailed guide walks you through the entire process, from creating an API key in OpsGenie to configuring ...90 readsopensearch
