Techniques for searching a corpus of textual data using probabilistic data structures are described herein. The corpus of textual data is indexed using the probabilistic data structure on a piece-by-piece basis and the pieces are combined so that the textual data can be searched. The search results are returned, indicating a likelihood that the data item is in the textual data.
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