Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩

SunnahGPT is a natural language processing (NLP) project aimed at scraping hadith data from the popular website sunnah.com and applying OpenAI's GPT-3.5 model to generate textual embeddings for each hadith

SHEPHERD: Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases

Sentence Transformers API: An OpenAI compatible embedding API server

Medical RAG QA App using Meditron 7B LLM, Qdrant Vector Database, and PubMedBERT Embedding Model.

Samples on how to build industry solution leveraging generative AI capabilities on top of SAP BTP and integrated with SAP S/4HANA Cloud.

📖Notes and remarks on Machine Learning related papers

Simple in-memory vector database for text similarity in Node.js

Kaggle's Predict Future Sales competition project (TOP 15 solution as of March 2020)

🚣 A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow

Example application querying data in different ways

Code for the KISZ-BB Workshop series "Working with embeddings"

Exploring semantic similarities between contextualized embeddings

Implementation of collaborative filtering using fastai and pytorch

Embedding atlas for Foursquare data in Italy with more than 3 million points!

LSTM based model for Named Entity Recognition Task using pytorch and GloVe embeddings

Space Model framework that allows for maintaining generalizability, and enhances the performance on the downstream task by utilizing task-specific context attribution. It is an external LLM layer, that improves accuracy in classification task for multiple datasets, such as HateXplain, IMDB movies reviews and more.

Your own API endpoint to perform NLP functions like semantic search, sentence embedding, etc.

Github Repository for LSTM-based system generating automated abstract of scientific articles