A collection of algorithms for querying a set of documents and returning the ones most relevant to the query. The most common use case for these algorithms is, as you might have guessed, to create search engines.

Features

  • Implements BM25 algorithms (BM25Okapi, BM25L, BM25+)
  • Lightweight for easy integration in applications
  • Fast, with efficient querying
  • Provides scoring for document relevance
  • Retrieves and ranks relevant documents
  • Customizable text preprocessing support

Project Samples

Rank-BM25 Screenshot 1

Project Activity

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Categories

Algorithms

License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Algorithms

Registered

2024-10-31
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