Oku

Magpie is a free, open-source Chrome extension that summarizes YouTube videos using AI. Users must provide their own API key. The extension requires no accounts or tracking. It provides instant summaries of video content, aiding in research and information gathering.

Bert-extractive-summarizer is an open-source tool for extractive text summarization using BERT. It leverages the HuggingFace Pytorch transformers library. The tool works by embedding sentences and then running a clustering algorithm. It identifies sentences closest to the cluster's centroid to generate summaries.

sumy is a module for automatic summarization of text documents and HTML pages. It is a library and command-line utility for extracting summaries. The package includes an evaluation framework for text summaries. Implemented summarization methods are detailed in the documentation.

SumEval is an open-source, multi-language evaluation framework for text summarization. It is designed to test and compare text summarization algorithms. SumEval is well-tested and provides ROUGE-X score comparisons with the original Perl script.

text-summarization-tensorflow is a TensorFlow implementation of text summarization using a seq2seq library. It employs an encoder-decoder model with an attention mechanism. The tool uses Glove pre-trained vectors for word embedding and LSTM cells for encoding and decoding.

Tarsier is a family of large-scale video-language models designed for generating high-quality video descriptions. It offers capabilities for general video understanding. The tool is open-source and available on GitHub.