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The Top 23 Python Natural Language Processing Summarization Open Source Projects

Open source projects categorized as Python Natural Language Processing Summarization
Categories > Machine Learning > Natural Language Processing
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
Awesome Text Summarization ⭐ 1,179
The guide to tackle with the Text Summarization
most recent commit a year 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
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
Llm Finetuning Hub ⭐ 556
Repository that contains LLM fine-tuning and deployment scripts along with our research findings.
most 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
Tensorflow Summarization ⭐ 380
most recent commit 6 years ago
Transformer Pointer Generator ⭐ 314
A Abstractive Summarization Implementation with Transformer and Pointer-generator
most recent commit 3 years ago
How To Use Transformers ⭐ 271
Transformers 库快速入门教程
most recent commit 4 months ago
Text2text ⭐ 268
Text2Text: Crosslingual NLP/G toolkit
total releases 134most recent commit 3 months ago
Naturalcc ⭐ 220
NaturalCC: An Open-Source Toolkit for Code Intelligence
most recent commit 5 months ago
Pyrouge ⭐ 155
A Python wrapper for the ROUGE summarization evaluation package
dependent packages 3total releases 3most recent commit 5 years agopypi pyrouge} Downloads
Pythonrouge ⭐ 142
Python wrapper for evaluating summarization quality by ROUGE package
most recent commit 4 years ago
Summarus ⭐ 140
Models for automatic abstractive summarization
most recent commit 2 years ago
Onnxt5 ⭐ 136
Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
total releases 11most recent commit 3 years ago
Neusum ⭐ 118
Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"
most recent commit 6 years ago
The 8 Most Depended On Python Natural Language Processing Summarization Open Source Projects
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
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
Lexrankr ⭐ 50
LexRank for Korean.
dependent packages 1total releases 7latest release February 12, 2021most recent commit 3 years agopypi lexrankr} Downloads
Summarizer ⭐ 6
Text summarization Python library (in progress)
dependent packages 1total releases 8latest release March 31, 2020most recent commit 5 years agopypi text-summarizer} Downloads
Summarizers ⭐ 72
Package for controllable summarization
dependent packages 1total releases 4latest release March 22, 2021most recent commit a year agopypi summarizers} Downloads
The 10 Latest Releases In Python Natural Language Processing Summarization Open Source Projects
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
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
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
Sadedegel ⭐ 81
A General Purpose NLP library for Turkish
total releases 46latest release February 08, 2022most recent commit 2 years ago
Gurunudi ⭐ 9
The official python client for Gurunudi AI API
total releases 21latest release October 15, 2021most recent commit 3 years ago
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