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VatsalSoni301 / Wikipedia_Search_Engine

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Implemented a search engine on the wikipedia dump of size 73.4 GB. In order to retrieve result faster and relevant, indexing and ranking is implemented. Relevance ranking algorithm is implemented using TF-IDF score to rank documents. Creating index takes around 14 hr on a given wikipedia dump. Result is retrieved in less than 1 second.

parsing mergesort python3 indexing ranking nltk preprocessing wikipedia-dump ire etree
  • Updated Sep 12, 2019
  • Jupyter Notebook

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