Elasticsearch vs. OpenSearch

Elasticsearch vs. OpenSearch: Which one to choose? [Updated 2026]

TL;DR Elasticsearch and OpenSearch, once nearly identical, have taken very different paths. Licensing: Elasticsearch added AGPLv3 in 2024; OpenSearch stays Apache 2.0 under the Linux Foundation. Community: Elastic controls Elasticsearch; OpenSearch has 400+ orgs & 3,300+ contributors. Performance & AI: Elastic shows faster vendor benchmarks; OpenSearch 3.2 adds “agentic AI” and hybrid search. Features: Elastic …

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What is AI powered Embedded Analytics? Features, Benefits & Top Platforms (Updated 2026 Guide)

TL;DR AI powered embedded analytics transforms how businesses consume data by enabling natural language queries, automated anomaly detection, and predictive insights directly within applications. Key Highlights: 80% of business users can’t write SQL but need daily insights – AI bridges this gap Natural language queries let users ask “Show me sales by region” instead of …

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MQL MongoDB Query Language Introduction

The Best Introduction to MongoDB Query Language (MQL)

TL;DR MongoDB Query Language (MQL) is the backbone of querying, updating, and aggregating data in MongoDB. It allows flexible retrieval, transformation, and modification of JSON-like documents. Beyond the basics ($match, $group, $set, $push, etc.), recent versions – MongoDB 7.0 and 8.0, introduced powerful features like compound wildcard indexes, bitwise operators in aggregation pipelines, approximate percentiles, …

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