Trémaux's Method: This human-oriented approach marks paths during exploration with specific backtracking rules preventing circular navigation. Path markings indicate solutions upon completion.
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The actual complexity comes when tokenizing a regular expression so that it can be matched against the index. Regular expressions have syntax, so you need to parse them and use heuristics to figure out what trigrams can be extracted from the segments of the expression that actually represent text.
Turnstile represents one of three verification mechanisms. The remaining two:
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