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Whoosh is a fast, featureful, full-text indexing and searching library implemented in pure Python.


Open Source Search Engine Library with bindings to allow use from Perl, Python, PHP, Java, Tcl, C#, Ruby and Lua



Xapian is slightly more difficult to setup but is much faster than whoosh

from question  

Django static site search with no database

Some good ones i ve used are solr and xapian though if you re already familiar with whoosh it certainly sounds like the best option you proposed

from question  

How to use Python to search through a json file of list of dictionaries regex or Whoosh

For searching xappy xapian is faster there was no parallel processing used;but you see that the speed difference between xappy and whoosh is maybe not as big as you expected

from question  

How fast is Whoosh?

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