/python-searchengine

Primary LanguagePython

Building a full-text search engine in Python

  • Index 162082 documents from Wikipedia. Each document consists of title, url, and abstract
  • Using inverted index as internal data structure for index which is a dictionary where we map all the words in our corpus to the IDs of the documents they occur in.
  • Implement boolean search which will return documents the contain either all words from the query or just one of them
  • Implement relevancy ranking based on tf-idf algorithm.

Demo

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