OpenSearch is an open source search engine software project that is based on Elasticsearch and Apache 2.0 licensed. It provides RESTful search and analytics APIs suitable for building search applications.
OpenSearch is an open source search engine software project based on Elasticsearch, Apache 2.0 licensed, providing RESTful search and analytics APIs for building search applications.
What is OpenSearch?
What Is OpenSearch?
OpenSearch is an open-source search and analytics engine forked from Elasticsearch 7.10 by Amazon Web Services. It provides full-text search, log analytics, application monitoring, and data visualization capabilities.
Key Features
OpenSearch supports full-text search with relevance scoring, aggregations for analytics, and near-real-time indexing. It includes OpenSearch Dashboards (forked from Kibana) for data visualization and exploration. The engine handles structured and unstructured data at scale.
Built-in security features include encryption, authentication, role-based access control, and audit logging. OpenSearch also includes anomaly detection, alerting, and SQL query support. It is fully compatible with the Elasticsearch 7.10 API.
OpenSearch vs Elasticsearch
OpenSearch was created after Elastic changed Elasticsearch's license from Apache 2.0 to a more restrictive dual license. OpenSearch remains Apache 2.0 licensed. Feature-wise they have diverged since the fork, with each adding different capabilities. OpenSearch is the default choice for AWS users; Elasticsearch remains popular with Elastic Cloud users.
OpenSearch Features
Features
Open source
Based on Elasticsearch
Supports full-text search
Provides analytics APIs
Scalable and distributed search engine
Plugin architecture to extend functionality
Works with variety of data stores
Pricing
Open Source
Pros
Free and open source
Powerful search capabilities
Horizontally scalable
Easy to deploy
Extensible via plugins
Compatible with Elasticsearch APIs
Active community support
Cons
Steep learning curve
Limited documentation and guides
Not as feature rich as Elasticsearch
Lacks some advanced Elasticsearch features
Not ideal for complex search needs
Less flexible than building custom search with Elasticsearch
As a developer needing a powerful search engine without licensing headaches, OpenSearch has been a great fit. Setting it up was straightforward, and the familiar Elasticsearch-like APIs meant our team was productive from day one. The fact that it's truly …
OpenSearch has been a fantastic solution for our internal log analytics platform. Migrating from Elasticsearch was straightforward, and having the full power of the search and analytics APIs under the Apache 2.0 license gives us complete peace of mind. The …
A decent open-source alternative, but still needs polish
As an open-source fork of Elasticsearch, OpenSearch is fantastic for avoiding licensing headaches, and the core search and analytics APIs are solid and familiar. However, the ecosystem of plugins and client libraries feels a step behind the official project, and …
As a developer migrating a project from Elasticsearch, OpenSearch has been a fantastic, frictionless successor. The familiar RESTful APIs meant our existing code required minimal changes, and the performance for our search and analytics workloads has been rock solid. Being …
While I appreciate the open-source, Apache 2.0 ethos behind OpenSearch, migrating from Elasticsearch has been a headache. The documentation feels fragmented and lags behind the main branch, making even basic cluster configuration more complex than it should be. For production …
What Is Elasticsearch?Elasticsearch is a distributed search and analytics engine built on Apache Lucene. It provides near-real-time full-text search, structured search, analytics, and logging capabilities at scale. It is the core component of the Elastic Stack (ELK Stack).Key FeaturesElasticsearch indexes JSON documents and makes them searchable within milliseconds. It supports...
What Is Algolia?Algolia is a hosted search API that provides fast, relevant search experiences for websites and applications. It powers the search functionality for thousands of sites including Stripe, Twitch, Medium, and Slack, delivering results in under 50 milliseconds.Key FeaturesAlgolia provides typo-tolerant full-text search, faceted filtering, geo-search, and AI-powered relevance...
Apache Solr is a highly reliable, scalable and fault tolerant search engine. It provides distributed searching, indexing and load-balanced querying for large scale data sets. Solr is the popular enterprise search server based on the Lucene Java search library.Key features of Solr include:Full text searchHit highlightingFaceted searchDynamic clusteringDatabase integrationRich document...
Sphinx is an open source full text search server that provides fast and relevant search results. It was created in 2001 originally for the documentation search on the Russian Linux Documentation Project website. Since then, Sphinx has gained widespread popularity and become one of the most used search servers.Some key...
Kibana is an open source analytics and visualization platform designed to operate on top of Elasticsearch. Kibana provides search and data visualization capabilities for data indexed in Elasticsearch clusters. Some of the key capabilities and features of Kibana include:Interactive dashboards - Kibana allows users to create rich, interactive dashboards and...
Apache Lucene is a full-featured text search engine library developed by the Apache Software Foundation and written in Java.It provides capabilities for full-text indexing and searching, hit highlighting, faceted search, sorting search results, and advanced analysis/tokenization capabilities.Some of the key features of Lucene include:Flexibility to index and search any documents...
MeiliSearch is an open-source search engine that specializes in delivering ultra-relevant and instant search results. Developed by Meili, it is designed to be easily integrated into applications to provide a fast, simple, and resource-efficient search experience.Some key features and benefits of MeiliSearch include:Ultra-fast search - MeiliSearch is optimized for speed,...
SearchBlox is an enterprise-grade search engine software designed specifically for large, complex websites. It provides powerful indexing and search features to help users quickly find relevant information across massive content repositories.Some key capabilities of SearchBlox include:Robust full-text search and indexing of structured, unstructured, and semi-structured dataAdvanced relevancy ranking using predictive...
Expertrec Search Engine is an innovative search technology that aims to revolutionize the way people find information online. Unlike traditional keyword-based search engines, Expertrec utilizes advanced artificial intelligence and natural language processing to understand the intent behind search queries.When a user enters a question or phrase into the Expertrec search...
OpenSearchServer is an open source enterprise search platform written in Java. It provides full text search, filtering, faceting and reporting capabilities for searching across a company's internal data and documents.Some of the key features of OpenSearchServer include:Supports multiple document formats including Office documents, PDFs, emails, HTML and moreScalable architecture for...
Azure Search is a cloud search solution offered by Microsoft as part of the Azure cloud platform. It provides full-text search and other advanced search functionality as a service without needing to install or manage any infrastructure.Key capabilities and benefits of Azure Search include:Fully managed service - no servers or...
Grafana is a feature-rich, open source analytics and monitoring visualization suite. It integrates tightly with a variety of database technologies like Graphite, Prometheus, InfluxDB, Elasticsearch, and more to allow for easy exploration and visualization of time series data. Some key capabilities and benefits of Grafana include:Intuitive graphical UI makes it...
Manticore Search is an open source text search engine designed for high performance and advanced search functionality. Some key features include:Full text search engine optimised for speed and relevance of resultsSupports boolean, phrase, proximity and other advanced search featuresScales to large datasets and high query loads via distributed search architecturePlugin...
Cludo Site Search is a powerful site search and discovery platform designed to help websites deliver highly relevant and personalized search results to their visitors. It is a fully hosted solution that replaces default site search with an intelligent search engine optimized for each website's unique content and visitors.Here are...
Measured Search is a new search engine that aims to provide an unfiltered, unbiased search experience while protecting user privacy. Unlike other major search engines, Measured Search does not track or profile its users in any way.When you search on Measured Search, you will get comprehensive, relevant results based solely...
Loggly is a scalable log management and analytics platform designed for modern cloud-based applications and infrastructure. It allows developers, DevOps engineers, and IT operations teams to easily aggregate log data from servers, networks, applications, containers, and cloud services into a centralized cloud repository.Key capabilities and benefits of Loggly include:Real-time log...
Typesense is an open-source, fast and typo-tolerant search engine that can easily be embedded into web and mobile applications. It provides an expressive schema that allows fetching exactly the data you need for search. It has first-class support for typo-tolerance, synonyms, stemming in multiple languages and much more out-of-the-box.Some key...
RediSearch is a search and indexing module for Redis developed by Redis Labs. It turns Redis into a fast in-memory search engine and enables features like full-text search, filtering, faceting/analytics, and more out of the box.Some key features and benefits of RediSearch include:Full-text search - Supports fuzzy matching, exact phrase...
Site Search 360 is a feature-rich search and filtering app designed specifically for Shopify stores. It replaces Shopify's default search with an advanced search engine that helps customers easily find products through various search options and filters.Key features of Site Search 360 include:Intelligent spell check and search suggestions to catch...
ElastAlert is an open-source Python rules engine designed for alerting on anomalies, spikes, or other patterns of interest in time series data stored in Elasticsearch. It provides an easy way to create and manage alerts for time series data without writing complex queries or scripts.Some key features of ElastAlert include:Flexible...
Sooqr is an innovative search engine that aims to provide users with more relevant results customized to their interests and search context. It utilizes advanced artificial intelligence and natural language processing technologies to deeply understand the meaning and intent behind queries.When a user performs a search on Sooqr, the system...