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okapi-bm25

Here are 22 public repositories matching this topic...

Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy

  • UpdatedMar 11, 2025
  • Python

Tunable full text search engine in JavaScript that: (1) works natively on web apps like Express.js; (2) easy to customize (via BM25) to specific types of documents (e.g. tweets, scientifc journals); (3) is deployable on either the client-side or the server side.

  • UpdatedJan 26, 2019
  • JavaScript

Well-tested implementation of the OkapiBM25 algorithm. Install the npm package. Now at 21K downloads!

  • UpdatedSep 9, 2024
  • TypeScript

A file search engine based on modern search engine algorithms and data structures

  • UpdatedMay 14, 2018
  • Prolog

The project is an extension of the SENT2IMG application, where an attention mechanism is introduced to obtain precise captions and Okapi BM25 algorithm has been utilised to rank the captions.

  • UpdatedOct 31, 2024
  • Jupyter Notebook

A two-stage information retrieval model using baseline TF-IDF model and refined BM25.

  • UpdatedMar 9, 2023
  • Python

A search engine which takes keywords as queries and retrieves a ranked list of results

  • UpdatedFeb 18, 2023
  • Jupyter Notebook

A search engine that takes keyword queries as input and retrieves a ranked list of relevant results as output. It scraps a few thousand pages from one of the seed Wiki pages and uses Elasticsearch for a full-text search engine.

  • UpdatedJan 13, 2023
  • JavaScript

Parse HTML pages. Create inverted index. Search for pages

  • UpdatedFeb 9, 2019
  • Python

Content specific search engine with the aim to retrieve movies information given the content of the user's query.

  • UpdatedMay 28, 2020
  • Python

Repository containing the final project for the Information Retrieval course at DSSC Master Degree (UniTS).

  • UpdatedMar 27, 2023
  • Jupyter Notebook

A basic and intuitive Python module for (Vector Space) IR system. (Focuses on simplicity and understandability)

  • UpdatedSep 30, 2024
  • Python

Lucene, Retrieval and scoring pages using BM25

  • UpdatedMar 5, 2018
  • Java

Buscador de man pages con modelo vectorial y BM25.

  • UpdatedSep 10, 2018
  • C#

A detailed study on enhancing the working of an Automated Question Generation & Answering system in a real-time environment. Also, the paper gives a glimpse of bringing this system to freeware like WhatsApp.

  • UpdatedAug 21, 2021
  • Jupyter Notebook

Ranked document retrieval on a large text corpus.

  • UpdatedJun 21, 2021
  • Python

IR ranking system based on Okapi BM25 and blind feedback

  • UpdatedJul 3, 2022
  • Python

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