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Simple search engine written in Python (inverse index, AND/OR/NOT queries, tf-idf ranking)

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ItsLastDay/Information-Retrieval-from-VK.com

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Information-Retrieval-from-VK.com

Academic project, written for course "Information retrieval" (Oct 2014 - Feb 2015)

Together with partner we:
-Came up with a project idea (search system, that indexes posts of some news groups in VK.com)
-Implemented and presented it

My part was backend development:
-Building inverse index for up to 500k documents
-Performing lemmatization with MyStem library
-Building a syntax for querying, with automatic expansion of every query keyword to it's synonyms
-Parsing VK groups with API to gather posts

This repository contains only pieces of code written by me, that are relevant to this project.

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Simple search engine written in Python (inverse index, AND/OR/NOT queries, tf-idf ranking)

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