I created a Java library called Multi-Vector HNSW, which includes an implementation of the HNSW algorithm with support for multi-vector data. It’s written in Java 17 and uses the Java Vector API for fast distance calculations.

Project's GitHub repo, in case you want to have a look: https://github.com/habedi/multi-vector-hnsw