Elasticsearch is a distributed, open source, RESTful search and analytics engine capable of addressing crawling, indexing, and searching requirements for both small and large applications and datasets. It provides rich search features, high availability, and easy extensibility. The document provides an overview of Elasticsearch's core functionality and capabilities including indexing and querying documents, distributed searching, scalability, and high availability features.