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Alex Bevilacqua@alexbevi•Sep 16, 2025
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Beyond Keywords: Implementing Semantic Search in Java With Spring Data (Part 1)

From dev.to•Sep 16, 2025•12m read time

Learn how to build semantic search capabilities in Java applications using Spring Data MongoDB and vector embeddings. The tutorial covers generating embeddings with Voyage AI, creating vector indexes in MongoDB Atlas, and implementing semantic movie search that understands meaning beyond exact keyword matches. Includes practical code examples for setting up the complete search pipeline from embedding generation to query execution.

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Alex Bevilacqua
@alexbevi
Joined Nov 7. 2024
280
MongoDB's profile

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Lead Product Manager, Developer Experience @ MongoDB

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