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.