Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Summarization Open Source Projects

Open source projects categorized as Python 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
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
Rl4lms ⭐ 1,911
A modular RL library to fine-tune language models to human preferences
most recent commit 4 months ago
Pegasus ⭐ 1,523
most recent commit 9 months 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 7 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
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
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
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
Llm Finetuning Hub ⭐ 556
Repository that contains LLM fine-tuning and deployment scripts along with our research findings.
most recent commit 3 months ago
Sumeval ⭐ 542
Well tested & Multi-language evaluation framework for text summarization.
dependent packages 1total releases 13most recent commit 2 years agopypi sumeval} Downloads
Vizseq ⭐ 437
An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)
total releases 16most recent commit 3 months ago
Bigbird ⭐ 433
Transformers for Longer Sequences
most recent commit 2 years ago
Infomate.club ⭐ 414
RSS feed aggregator with collections and NLP article summarization
most recent commit 3 months ago
Abstractive Summarization With Transfer Learning ⭐ 387
Abstractive summarisation using Bert as encoder and Transformer Decoder
most recent commit a year ago
Cnn Dailymail ⭐ 381
Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization
most recent commit 5 years ago
Tensorflow Summarization ⭐ 380
most recent commit 6 years ago
The 10 Most Depended On Python Summarization Open Source Projects
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
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
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
Pyrouge ⭐ 155
A Python wrapper for the ROUGE summarization evaluation package
dependent packages 3total releases 3latest release October 08, 2016most recent commit 5 years agopypi pyrouge} Downloads
Pymfe ⭐ 116
Python Meta-Feature Extractor package.
dependent packages 3total releases 11latest release July 07, 2020most recent commit 3 months agopypi pymfe} Downloads
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
Summeval ⭐ 285
Resources for the "SummEval: Re-evaluating Summarization Evaluation" paper
dependent packages 2total releases 26latest release April 05, 2022most recent commit 8 months agopypi summ-eval} Downloads
The 10 Latest Releases In Python Summarization Open Source Projects
Pybibx ⭐ 27
A Bibliometric and Scientometric Python Library Powered with Artificial Intelligence Tools
total releases 65latest release November 18, 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
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
Dr Doc Search ⭐ 597
Converse with book - Built with GPT-3
total releases 12latest release January 29, 2023most recent commit 6 months ago
Popular Programming Languages Categories
Python
Javascript
Java
Typescript
C Plus Plus
Php
Golang
C
C Sharp
Shell
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.