alexohneander / rustysearch

This project is a simple implementation of a search engine in Rust. It uses the BM25 algorithm for ranking documents.

RustySearch

This project is a simple implementation of a search engine in Rust. It uses the BM25 algorithm for ranking documents. This project is a learning exercise and is not intended for production use.

Todo

• [] Store index to Disk
• [] Save multiple indecies

Features

• Indexing documents: The search engine maintains an index of documents, where each document is associated with a unique identifier.
• Searching: Given a query, the search engine returns the most relevant documents.

Usage

Creating a new instance of SearchEngine

You can create a new instance of the SearchEngine with the new function. It takes two parameters:

• k1: The k1 parameter of the BM25 algorithm.
• b: The b parameter of the BM25 algorithm.

Project Structure

The main components of the project are:

• SearchEngine: This is the main class that provides the functionality of the search engine.
• index: A HashMap that stores the index of the documents.
• documents: A HashMap that stores the documents with their unique identifiers.

Contributing

Contributions are welcome. Please submit a pull request.

License

This project is licensed under the MIT License.