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An information retrieval system for a comparative analysis of TF-IDF and BM25 ranking mechanisms

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IR-system

An information retrieval system for a comparative analysis of TF-IDF and BM25 ranking mechanisms

Setting up the repo

  • Clone the repo

  • Create a new virtual environment using

      virtualenv -p python3 venv
    
  • Activate the virtual environement via

      source venv/bin/activate
    
  • Install the repo requirements via

      python setup.py install
    
  • To scrape documents use

      irs scrape        
    
  • To create an index use

      irs create_index
    
  • To index dumped data use

      irs index_documents $JSON_PATH
    
  • To show results use

      irs run            
    

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An information retrieval system for a comparative analysis of TF-IDF and BM25 ranking mechanisms

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