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Pywikibot is an existing framework for interacting with the MediaWiki API. nada4d wap login The reason why we came up with our own solution is that we need a high integration with the Wikidata SPARQL endpoint in order to ensure data consistency (duplicate checks, consistency checks, correct item selection, etc )