Wikimedia Search Platform

The Search Platform team (part of Wikimedia Technology) is responsible for maintaining and enhancing the various Search features and APIs for MediaWiki. This includes the CirrusSearch extension which relies on Elasticsearch, the search backend used at the Wikimedia Foundation to support Wikimedia projects.

Current work by this team is tracked on the Discovery-Search workboard in Phabricator (backlog board is here).

The public Search Analytics Dashboard monitors and analyze the impact of our efforts, as well as the External Search Traffic dashboard that very broadly looks at where our requests are coming from. Please note that these boards are no longer being updated as of September 2019 and are only for historical purposes.

The Search Platform team was formerly part of the Discovery Department in Audiences; but, as part of the re-organization (tune-up) of June 2017, the Search Platform team is now part of Technology.

Pages of historical note:


Our mission is to help people easily discover knowledge on Wikipedia and its sister projects by providing tools and infrastructure for casual readers and expert users with precise needs, while maintaining a strong emphasis on privacy.


  • We operate and maintain a disparate collection of production services related to content discovery, enabling the wiki community to find information that is not available through simply following links. We also provide a platform on which other people can create tools to support editing and other workflows.
  • We provide an open-source search engine, backed by an inverted index for non-structured on-wiki data. We work to develop more sophisticated searching with machine learning and natural language processing.
  • We provide a SPARQL-based query service for Wikidata, encouraging users to capitalize on this vast store of computer-readable structured data for use on-wiki and in knowledge discovery.
  • We endeavor to support underserved wiki communities, and we rely on those communities to help us understand their needs and evaluate potential solutions, especially with respect to underserved languages.
  • We prioritize privacy for logged-in users and anonymity for logged-out users over almost everything else, even when it slows down or complicates development or hinders our ability to collect or use data.


The Search Platform team's goals for FY 2019/20 are part of the entire Technology Department's goals here.

Other projectsEdit

Wikidata Query Service (WDQS)Edit

Searching structured data on Wikidata is an integral part of Discovery in building the Wikidata query service. It provides a API through which tools can access Wikidata. Learn more about the Wikidata query service. Our current work is tracked on this Phabricator workboard and weekly deployments of WDQS are documented on wikitech:Deployments; while a public WDQS Analytics Dashboard is used to monitor and analyze the impact of our efforts.


Application Programming Interfaces (APIs) provide developers ways to interact with the MediaWiki software.

API:Search and discovery lists the search APIs available and in development. View our public API Analytics Dashboard to monitor and analyze the impact of our efforts.

The teamEdit

This list was last updated on May 11th, 2020.


Weekly status updatesEdit

See Discovery weekly status updates for the archive of past team updates. Note: these updates are now part of the Scrum of Scrums weekly updates, as of September 26, 2019.

Mailing listsEdit

Search Platform - A public mailing list about the Wikimedia Search Platform team and projects (formerly Discovery Department). Examples of topics would include:

  • Announcements, including major upcoming initiatives, completed major releases, quarterly or annual plans, requests for feedback or input
  • Technical discussions and brainstorming regarding our work:
    • Search, Elastic, Cirrus, the Relevance Forge, and other relevant subjects
    • Our dashboards or related analysis
  • Other team news, such as changes to team structure, significant changes to processes, changes in how we use phabricator or other tools like gerrit

IRC channelsEdit

#wikimedia-discovery connect

Meetup groupsEdit


The Search Platform team uses a "scrumban" process, which is a hybrid of Scrum and Kanban. It is described here: Search Platform Process.

Conferences, gatherings, and other eventsEdit

Upcoming eventsEdit

Past eventsEdit

Data Analysis ArchiveEdit

The data access and analysis guidelines used by the Search Platform team around data sources, or by other teams around Search Platform data sources, are documented on Meta. Please note that these boards are no longer being updated as of September 2019 and are only for historical purposes.


Useful reference for who can deploy code. It's nice to know whom to bug if you need something:

Person MediaWiki








Portals Deployer


Discovery team supports the following code:

Repository Phabricator/Diffusion Github mirror Active?
CirrusSearch extension mediawiki-extensions-CirrusSearch
Elastica extension mediawiki-extensions-Elastica
GeoData extension mediawiki-extensions-GeoData
Wikidata Query Service wikidata-query-rdf
Wikidata Query Service GUI wikidata-query-gui
WDQS deployment wikidata-query-deploy
WDQS GUI deployment wikidata-query-gui-deploy
PHP textcat wikimedia-textcat
Relevance Forge wikimedia-discovery-relevanceForge
Discernatron wikimedia-discovery-discernatron
Discovery Analytics wikimedia-discovery-analytics
Lucene Explain Parser wikimedia-lucene-explain-parser