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Wikimedia is empowering smaller AI developers by launching a new vector database derived from Wikidata. The Wikipedia Embedding Project, developed by Wikimedia Deutschland, converts 19 million Wikidata entries into vectors, encoding semantic meaning and contextual understanding. This initiative aims to break down barriers to entry for AI researchers and developers, allowing them to leverage high-quality, structured data previously controlled primarily by large corporations like OpenAI and Anthropic. By providing AI systems with deeper contextual awareness, this project promises to foster the development of more nuanced and specialized AI applications. Govdirectory, a service using Wikidata to provide contact information for public officials, exemplifies the tangible benefits of this enhanced data accessibility.