yagyanshbhatia/search-engine

A python search engine using TF-IDF algorithm

A python based Search engine that searches for a phrase or word in local text files using stemming and indexing, and returns the matches, in order ofrelevance, using the tf-idf Algorithm.

Steps to run:

python engine.py

sample input

Plese enter folder address /home/yagyansh/Search-engine/Search-engine/sample data set

allow some time last few outputs are shown docname - weight line number which may be relevant.

Please enter your query.... love

The docname is doc0266 and the weight is 0.0904623729197

11

The docname is doc0602 and the weight is 0.0949125495484

8

The docname is doc0231 and the weight is 0.0954632378649

21

The docname is doc0712 and the weight is 0.0972803292305

49

31

The docname is doc0359 and the weight is 0.103389250483

32 17

The docname is doc0075 and the weight is 0.108047388067

18