Beyond Keywords: Optimizing Vector Search with Filters and Caching (Part 2)
Welcome back! If you landed here without reading Part 1: Beyond Keywords: Implementing Semantic Search in Java With Spring Data, I recommend …

Ricardo is a Senior Software Engineer, focused on Java, Kotlin, and MongoDB, helping developers build secure, scalable, and cloud-native applications.
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Ricardo Mello
3,449 viewsWelcome back! If you landed here without reading Part 1: Beyond Keywords: Implementing Semantic Search in Java With Spring Data, I recommend …

Ricardo Mello
5,488 viewsHave you ever tried to search for something such as a product, a song, or a movie but couldn’t quite remember its exact name? Maybe you …
Ricardo Mello
4,433 viewsInformation is one of the most valuable assets in computing and keeping it protected is even more critical. When we talk about data …

Ricardo Mello
3,004 viewsIt’s not enough for your application or queries to just “work.” They need to be observable and validated in environments that reflect …

Ricardo Mello
26,323 viewsOne of the discussions that always leaves me with both doubts and excitement is the one about system architecture.

Ricardo Mello
10,232 viewsThe MongoDB Aggregation Framework works like a pipeline—a series of stages where each step processes the data in some way.