Challenges and Best Practices in Vector Search Implementation

Feb 16, 2025 | Ashnik Team | 4 min read

In a world where unstructured data—like text, images, and audio—dominates, traditional search methods fall short. Vector search has emerged as a powerful solution, lev...

Reducing False Positives in Elastic Anomaly Detection: A Practical Guide

Feb 04, 2025 | Ashnik Team | 4 min read

Your system logs show everything is fine—until they aren’t. A sudden performance dip, an unnoticed security breach, or an unexpected surge in resource consumption—by t...

Step-by-Step Guide: Implementing Vector Search in Elastic for AI-Powered Search

Feb 04, 2025 | Ashnik Team | 4 min read

Imagine searching for a new gadget online and receiving results that are completely irrelevant to your intent. Traditional keyword-based searches often fail to underst...

Common Pitfalls in Anomaly Detection and How to Avoid Them

Feb 04, 2025 | Ashnik Team | 3 min read

Anomalies in data are like the whispers of critical risks or hidden opportunities. Misinterpreting these signals can lead to wasted effort or missed chances. Imagine i...

Step-by-Step Guide: How to Configure Elastic Machine Learning for Anomaly Detection

Oct 23, 2024 | Ashnik Team | 5 min read

1. Understanding Elastic Machine Learning for Anomaly Detection What Is Anomaly Detection? Anomaly detection is the process of identifying data points or patterns th...

From Chaos to Control: How a Payment Solution Company Transformed Log Management with Elastic Stack

Oct 23, 2024 | Ashnik Team | 4 min read

In the fast-paced world of digital payments, every second counts. For one of our clients, a leading payment solution company, the stakes couldn't have been higher. Mil...

Elasticsearch is Open Source Again: A Return to Community Roots

Sep 25, 2024 | Sachin Dabir | 4 min read

Elasticsearch is Open Source once again in a significant and highly anticipated shift! The company has reintroduced open-source licensing for Elasticsearch by adding A...

75% Faster Searches: How Ashnik’s Elasticsearch Solution Transformed Customer Experience for a Leading Indian Bank

Sep 25, 2024 | Ashnik Team | 3 min read

When a leading Indian bank’s Elasticsearch system started collapsing under the weight of thousands of daily queries, the results were immediate: frustrated customers, ...

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