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

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

Sentence Transformers API: An OpenAI compatible embedding API server

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

📖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)

Anthropic's Contextual Retrieval implementation with visual chunk comparison. Preview context enrichment before/after embedding.

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

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

Example application querying data in different ways

Universal memory layer for AI applications. Self-host in minutes. Open source.

Exploring semantic similarities between contextualized embeddings

Visual tool to compare 6 RAG chunking strategies side-by-side with grading and query selection

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

Implementation of collaborative filtering using fastai and pytorch

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