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Useful Resources
These are good resources for getting into information retrieval in general, and search engines in particular. They don't always describe the exact architecture of Marginalia Search, but are still very enlightening.
Search Engines Information Retrieval in Practice - Croft, Metzler & Strohman (2015)
Introduction to Information Retrieval - Manning, Raghavan & Schütze (2008)
The Anatomy of a Large-Scale Hypertextual Web Search Engine - Page & Brin (2000)
Older Resources
Information Retreival, Rijsbergen (1979)
Interesting papers
Are You Sure You Want to Use MMAP in Your Database Management System?
https://research.cs.wisc.edu/wind/Publications/fast20-wiser.pdf