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This is an off-line wikipedia search engine, which uses TF-IDF scoring to retrieve top results from a given wikipedia dump.

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Abhinandan11/wiki-search-engine

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README.md
README.md
 
 
query.py
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stopwords.txt
stopwords.txt
 
 
wiki_indexer.py
wiki_indexer.py
 
 

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wiki-search-engine

  1. Install PyStemmer

    https://github.com/snowballstem/pystemmer

  2. Create inverted index of a dump

    python wiki_indexer.py <wiki_dump_file_name> <output_file_name>

  3. Search in the input dump

    python query.py

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This is an off-line wikipedia search engine, which uses TF-IDF scoring to retrieve top results from a given wikipedia dump.

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nlp information-retrieval tf-idf wiki-search-engine

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