Developer friendly Natural Language Processing ✨

Fast Full Text Search based on BM25

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.

DexSearch is proposed Search Engine for the DexConnect opportunity database.

The Document Search Engine is a web application designed to facilitate efficient searching and retrieval of information from a collection of documents. It utilizes various natural language processing techniques to preprocess the documents, extract keywords, calculate term frequencies, and generate relevant search results based on user queries.

demo of text matching using BM25

Retrieval-based chatbot for interaction with text content of images like QA , text detection and extraction

CodeMaster is a powerful search engine specifically designed to process and rank a large collection of DSA problems efficiently. Leveraging cutting-edge text processing techniques such as TF-IDF and BM25, the system ensures precise document ranking and delivers the most relevant results for user queries.