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This is a system-wide change. The index used to have a lexicon, mapping words to wordIds using a large in-memory hash table. This made index-construction easier, but it also added a fairly significant RAM penalty to both the index service and the loader. The new design moves to 64 bit word identifiers calculated using the murmur hash of the keyword, and an index construction based on merging smaller indices. It also became necessary half-way through to upgrade guice as its error reporting wasn't *quite* compatible with JDK20. |
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Keyword Extraction
This code deals with identifying keywords in a document, their positions in the document, their important based on TF-IDF and their grammatical functions based on POS tags.
Central Classes
See Also
- libraries/language-processing does a lot of the heavy lifting.