Wikidata, a central repository for structured data used across Wikimedia projects, is partnering with DataStax to explore advanced methods for scaling semantic data search. This collaboration aims to expand the possibilities for working with large-scale, high-quality datasets and enhance data processing, storage, and usage. The partnership will also support the development of an equitable and validated approach to generative AI by leveraging Wikidata's knowledge graph. By offering a vector search API service that integrates with Wikidata's search API and UI, developers can build projects on top of Wikidata's knowledge graph, fostering a collaborative environment for the open-source machine learning community.