The notebook/note example is weak - in a nosql database you need to design your data structure appropriately to get the level of atomicity you require. Storing an entire notebook in a single document would be the most obvious. I use postgres all the time and sql is great, but poo-pooing nosql because it wouldn't work with your relational structure is not the best idea. Also - I have found a hybrid between nosql (mong…
The cost of course being that a change to any note in a notebook yields a save of the entire document. Not a problem in simple cases, but that sort of mass-write-amplification can kill you (talk to Digg about that).
Also - I have found a hybrid between nosql (mongodb) and sql (postgres) is ideal - who says you need to use a single database?
Simplicity. Coherency. Maintainability. And on. Sure, it might make sense, but if you already have you toes in the "SQL" world, it is usually worthwhile to dunk your whole foot in. Many SQL products also offer the document functionality of MongoDB, for instance. SQL Server, as an example, lets you store XML documents to your hearts content, which you can index and intelligently query upon, etc. Your scheme is boundless, and on and on.