It uses pgvector extension for search (?) so it's not as easy as changing the db engine. Using the provided docker compose file it's very manageable and the default/recommended layout keeps all data files in a single directory.

There’s also a vector extension on SQLite. Or it could be handed off to milvus lite or something else.