Sentence Embeddings with transformers.js and UMAP

Course materials for Embeddings from Programming-from-A-to-Z

Reference for Transformers.js on Hugging Face

JavaScript implementation of UMAP

Article by Coenen and Pearce about UMAP.

Hugging Face space by lilacai for RAG-NOC

Paper proposing C-Pack

bge-large-en-v1.5 demo on Replicate

Model card about bge-large-en-v1.5 on Hugging Face

Website with information and resources about the ml5 library.

Website with information and resources about the tensorflow.js library.

Tutorial that explains how to run a machine learning model in the brower using ONNX.

Corpora is a repository of JSON files.

JSON file with a list of 1000 TV shows from Corpora.

TV show embeddings JSON

Website to visualize text embeddings

My tutorial about setting up a Node project.

In this tutorial, I explain word embeddings and the machine learning model word2vec.

In this video I introduce Regular Expressions: what are they and how are they used.

Livestream exploring Transformers.js