Sandbox running out of memory when running GDS algorithms

Hi,

I am a Neo4j newbie.

I created a Neo4j sandbox to run GDS similarity algorithms to see if I can run them at scale. I am running out of memory when I try and create embeddings on a graph with 3M nodes. I have tried to create communities so that I can run the algorithms/functions against a community at a time but to no avail. How can I test this?

Neo.TransientError.General.MemoryPoolOutOfMemoryError

Unable to complete transaction.: The memory pool limit was exceeded. The corresponding setting can be found in the error message