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Information Retrieval is the process of accessing relevant information from data sources using techniques like indexing and ranking. It is crucial for search engines, databases, and digital libraries for efficient information access.

Home Page: https://information-retrieval-k214653.streamlit.app

Python 100.00%
boolean-retrieval-model data-mining information-retrieval vector-space-model inverted-index natural-language-processing nltk numpy pandas python

information-retrieval's Introduction

Assignment 1: Boolean Retrieval Model ๐Ÿ”๐Ÿง

Required Libraries

  1. Streamlit
  2. Natural Language ToolKit

Install Libraries

  1. pip install streamlit
  2. pip install nltk

Execute the project

  • Open the Terminal / Command Prompt
  • Type streamlit run 1_๐Ÿ _Home.py (press 1 then press tab) on Terminal
  • Search http://localhost:8501/ on browser

Interface

Inverted Index Boolean Query Processing

Positional Index Proximity Query Processing

Assignment 2: Vector Space Model ๐Ÿš€๐Ÿ“ก

HEHEHEHE ๐Ÿ˜‰

Surprise ๐ŸŽ

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