Project 17
NLP Toolkit
A Streamlit app running sentiment, summarisation and entity extraction locally.
A simple way to try three common transformer tasks without API keys.
NLP Toolkit is a Streamlit web app that runs three HuggingFace transformer models on your own machine: sentiment analysis with a confidence score, text summarisation, and named entity recognition for people, organisations and locations.
Models download from the HuggingFace Hub on first run and are cached after that, so no API keys are needed.