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There really should be a "NoSQLite" or something equivalent to store hierarchical data instead of normalized data.

You can probably use SQLite for that, with a single key-value table.

The json* family of tree and table functions are nowadays built in.

It's trivial to implement hierarchical data with recursive common table expressions. https://www.sqlite.org/lang_with.html