With 90% of enterprise data being unstructured, traditional keyword-based searches often fail to extract meaningful insights, leading to inefficiencies in information retrieval. Elastic Vector Search addresses this challenge by enabling AI-powered, context-aware search that understands the intent behind queries. Imagine a customer support system that retrieves relevant responses based on semantic meaning rather than exact
Elasticsearch is Open Source once again in a significant and highly anticipated shift! The company has reintroduced open-source licensing for Elasticsearch by adding AGPL3 as a new option, marking a return to its community-driven roots. After three years of operating under more restrictive licenses, this move reopens the doors for developers, businesses, and contributors to
When a leading Indian bank’s Elasticsearch system started collapsing under the weight of thousands of daily queries, the results were immediate: frustrated customers, overwhelmed agents, and a real threat to customer satisfaction. With response times lagging behind by minutes—unacceptable in today’s digital-first world—Ashnik stepped in and delivered a game-changing solution. The result? Searches that were
In the evolving landscape of application development, serverless architecture has emerged as a transformative approach, enabling organizations to build and deploy applications with unprecedented efficiency and scalability. However, this paradigm shift introduces new challenges in observability due to the ephemeral, event-driven nature of serverless functions and their dependencies on managed services. As such, traditional observability
Explore the game-changing Cross-Cluster Replication (CCR) feature in Elasticsearch, enabling high availability, disaster recovery, load balancing, analytics, and more. Learn the prerequisites and setup steps for seamless data replication between clusters. Key Highlights Instant Disaster Recovery: Elasticsearch's CCR ensures uninterrupted operations, even when your primary cluster goes down. Effortless Load Balancing: Distribute data across clusters
Introduction Elasticsearch is a powerful, distributed search and analytics engine designed for handling large amounts of data quickly and efficiently. One of its essential features is the ability to create and restore snapshots, which are incremental backups of the cluster data. In this article, we will explore the concept of Elasticsearch snapshot and restore, their
Application performance monitoring (APM) is an integral part of Elastic Observability, but before we deep-dive into APM, let’s understand what Observability is all about. What is Observability? Observability is not a technology that a vendor delivers in a box, but rather an attribute of a system that you build, similar to usability, high availability, and
When deploying your Elastic Stack, it is key to consider the sizing requirements meant for your particular use case. Correct sizing is crucial for best performance and functionality - It ensures that your deployment can handle the volume of data you need to index and search, as well as provide the necessary performance and availability