Search_Engine

Overview

The Search Engine library is designed to create custom search systems, combining reverse indexing with the PageRank algorithm to deliver relevant and efficient search results.

Key Features

• Reverse Indexing: Maps keywords to the documents where they appear.
• PageRank: Calculates document relevance based on link structure.
• Flexible Integration: Suitable for a wide range of projects requiring search capabilities.

Installation

To install the library, use the following pip command:

pip install search-engine-cpp

Quick Start Example

Here’s a basic example of how to use the library:

from search_engine.crawler import Crawler

# Initialize the Crawler
crawler = Crawler("https://en.wikipedia.org", "/wiki/", "Cat", test_mode=True)

# Run the crawler with a limit of 10 pages
graph = crawler.run(limit=10)

# Compute PageRank
page_ranks = graph.compute_page_rank()

# Display the top 3 most relevant pages
top_pages = sorted(page_ranks.items(), key=lambda item: item[1], reverse=True)[:3]
print(top_pages)

License

This project is licensed under the MIT License.

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