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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.

information-retrieval-k214653.streamlit.app
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AliZaiN-157/Information-Retrieval

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Assignment 1: Boolean Retrieval Model 🔍🧐

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_🏠_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 🚀📡

HEHEHEHE 😉

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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.

information-retrieval-k214653.streamlit.app

Topics

python natural-language-processing information-retrieval data-mining numpy pandas nltk vector-space-model inverted-index web-mining data-minig tf-idf-vectorizer streamlit-webapp data-mining-assignments boolean-retrieval-model

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