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The Top 23 Summarization Open Source Projects

Open source projects categorized as Summarization
Categories > Text Processing > Summarization
Haystack ⭐ 12,474
🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
dependent packages 30total releases 100most recent commit 3 months agopypi farm-haystack} Downloads
Nlp_course ⭐ 9,139
YSDA course in Natural Language Processing
most recent commit 3 months ago
Sumy ⭐ 3,343
Module for automatic summarization of text documents and HTML pages.
dependent packages 14total releases 16most recent commit 3 months agopypi sumy} Downloads
Pytextrank ⭐ 2,092
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
dependent packages 11total releases 19most recent commit 2 months agopypi pytextrank} Downloads
Textteaser ⭐ 1,950
TextTeaser is an automatic summarization algorithm.
most recent commit 6 years ago
Rl4lms ⭐ 1,911
A modular RL library to fine-tune language models to human preferences
most recent commit 5 months ago
Pegasus ⭐ 1,523
most recent commit 9 months ago
Deep Tutorials For Pytorch ⭐ 1,392
In-depth tutorials for implementing deep learning models on your own with PyTorch.
most recent commit 5 months ago
Nlp Models Tensorflow ⭐ 1,329
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
most recent commit 4 years ago
Sotawhat ⭐ 1,280
Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.
most recent commit 8 months ago
Awesome Text Summarization ⭐ 1,179
The guide to tackle with the Text Summarization
most recent commit a year ago
Bert Extractive Summarizer ⭐ 1,096
Easy to use extractive text summarization with BERT
dependent packages 14total releases 24most recent commit a year agopypi bert-extractive-summarizer} Downloads
Summarization Papers ⭐ 922
Summarization Papers
most recent commit 9 months ago
Pointer_summarizer ⭐ 859
pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
most recent commit a year ago
Textrank ⭐ 836
TextRank implementation for Python 3.
dependent packages 6total releases 10most recent commit 5 years agopypi summa} Downloads
Node Summary ⭐ 699
Node module that summarizes text using a naive summarization algorithm
dependent packages 15total releases 7most recent commit 4 years agonpm node-summary} Downloads
Textrank ⭐ 687
Python implementation of TextRank algorithm for automatic keyword extraction and summarization using Levenshtein distance as relation between text units. This project is based on the paper "TextRank: Bringing Order into Text" by Rada Mihalcea and Paul Tarau. https://web.eecs.umich.edu/~mihalcea/papers/mihalc
most recent commit 2 years ago
Berkeley Doc Summarizer ⭐ 665
The Berkeley Document Summarizer is a learning-based, single-document summarization system that extracts source document content, exploits syntactic information to compress it, and uses coreference constraints to ensure clarity.
most recent commit 5 years ago
Scitldr ⭐ 631
most recent commit 2 years ago
Dr Doc Search ⭐ 597
Converse with book - Built with GPT-3
total releases 12most recent commit 6 months ago
Fastrag ⭐ 591
Efficient Retrieval Augmentation and Generation Framework
most recent commit 3 months ago
Text Summarization Tensorflow ⭐ 586
Tensorflow seq2seq Implementation of Text Summarization.
most recent commit a year ago
Textteaser ⭐ 577
Official version of TextTeaser.
most recent commit 5 years ago
The 10 Most Depended On Summarization Open Source Projects
Kube Aggregator ⭐ 237
Aggregator for Kubernetes-style API servers: dynamic registration, discovery summarization, secure proxy
dependent packages 841total releases 537latest release December 08, 2023most recent commit 3 months ago
Node Summary ⭐ 699
Node module that summarizes text using a naive summarization algorithm
dependent packages 15total releases 7latest release August 21, 2017most recent commit 4 years agonpm node-summary} Downloads
Sumy ⭐ 3,343
Module for automatic summarization of text documents and HTML pages.
dependent packages 14total releases 16latest release October 23, 2022most recent commit 3 months agopypi sumy} Downloads
Bert Extractive Summarizer ⭐ 1,096
Easy to use extractive text summarization with BERT
dependent packages 14total releases 24latest release January 04, 2022most recent commit a year agopypi bert-extractive-summarizer} Downloads
Pytextrank ⭐ 2,092
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
dependent packages 11total releases 19latest release August 07, 2023most recent commit 2 months agopypi pytextrank} Downloads
Visions ⭐ 166
Type System for Data Analysis in Python
dependent packages 8total releases 27latest release December 05, 2021most recent commit a year agopypi visions} Downloads
Textrank ⭐ 836
TextRank implementation for Python 3.
dependent packages 6total releases 10latest release January 16, 2019most recent commit 5 years agopypi summa} Downloads
Nodejs Text Summarizer ⭐ 22
Text summarization based on sentence extraction for nodejs
dependent packages 5total releases 7latest release March 14, 2016most recent commit 7 years agonpm nodejs-text-summarizer} Downloads
Node Summarizer ⭐ 14
A simple node module that allows users to summarize text
dependent packages 5total releases 8latest release May 05, 2019most recent commit 4 years agonpm node-summarizer} Downloads
The 10 Latest Releases In Summarization Open Source Projects
Kube Aggregator ⭐ 237
Aggregator for Kubernetes-style API servers: dynamic registration, discovery summarization, secure proxy
dependent packages 841total releases 537latest release December 08, 2023most recent commit 3 months ago
Enlighten ⭐ 7
Set of NLP tools.
total releases 56latest release November 23, 2023most recent commit 3 months ago
Pybibx ⭐ 27
A Bibliometric and Scientometric Python Library Powered with Artificial Intelligence Tools
total releases 65latest release November 18, 2023most recent commit 5 months ago
Cybertron ⭐ 235
Cybertron: the home planet of the Transformers in Go
dependent packages 2total releases 5latest release November 08, 2023most recent commit 4 months ago
Text2text ⭐ 268
Text2Text: Crosslingual NLP/G toolkit
total releases 134latest release October 21, 2023most recent commit 3 months ago
Bunkatopics ⭐ 43
🗺️ Data Cleaning and Textual Data Visualization 🗺️
total releases 41latest release October 20, 2023most recent commit 3 months ago
Aoc Mgz ⭐ 170
Age of Empires II recorded game parsing and summarization in Python 3.
dependent packages 2total releases 74latest release October 16, 2023most recent commit 6 months agopypi mgz} Downloads
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