Sghosh1999/fuzzy_search

Fuzzy String Search

An advanced application for fuzzy search matching.!

Live Demo : https://fuzzy-search-matcher.herokuapp.com/

Table of Contents

• Description
• Features
• Result Dependencies
• Examples
• Application Demo
• Mathematical Formulation
• Prerequisites
• Installation Guide

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Description

This is a application that matches incomplete search phrases of popular cartoon series, web series and etc .

Input Field	Steps & Mathematical Formulation

Features

• Automatic Search Phrase Matcher.
• Can Handle wrong Spellings.

Result Dependencies

• The search results are fetching from Google Search API ( rapid API) . So search resposnses may differ in each API call.

Examples

• The search results are fetching from Google Search API ( rapid API) . So search resposnses may differ in each API call.
• Refresh the App to get your desired results, if first time you didn't get the accurate results.

Examples	Examples

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Application Demo

Steps 😍

• Step 1: Generating a Bag Of Words of teh Search results
• Step 2: Calculating Word frequency ofeach words in the Bag Of Words.
• Step 3: Calculating the Stop Index.
• Step 4: Finalizing the results.

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Built With

This section should list any major frameworks that we have used to build the application.

• Python
• Streamlit

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Getting Started 🤖

In this section, A whole installation guide is mentioned. also trouble shooting guide is also given.

Prerequisites

This is an example of how to list things you need to use the software and how to install them.

• Python ( Version 3.8.5)
• Git

Installation

1. Clone the repo

   git clone https://github.com/Sghosh1999/fuzzy_search.git

   Open Command prompt and navigate to the folder ( fuzzy_search)

   cd fuzzy_search
   

2. Install & Create a Virtual Python environment

   python -m pip install virtualenv
   python -m virtualenv myenv

3. Activate the Virtual environment

   myenv\scripts\activate

4. Install necessary packages

   python -m pip install -r requirements.txt

5. Check if these two packages are installed or not: (Optional)

   python -m streamlit --version

   If streamlit is not recognized, then run the command (Optional if error)

  python -m pip install streamlit

Running the Application

python -m streamlit run app.py

• For the first time it will ask you for the email. Please provide the email and the application will be open in your browser.

Built with ❤️ by Team 8 ( Droid )