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pypi.org "summarization" keyword

View the packages on the pypi.org package registry that are tagged with the "summarization" keyword.

Top 1.6% on pypi.org
sumy 0.11.0 ๐Ÿ’ฐ
Module for automatic summarization of text documents and HTML pages.
16 versions - Latest release: about 3 years ago - 9 dependent packages - 413 dependent repositories - 94.4 thousand downloads last month - 3,431 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
text2text 1.9.5
Text2Text Language Modeling Toolkit
192 versions - Latest release: 10 months ago - 4 dependent repositories - 433 downloads last month - 302 stars on GitHub - 1 maintainer
util-ds 0.5.3 ๐Ÿ’ฐ
This project is a convenient part of the NLP project, including several already exposed projects ...
22 versions - Latest release: over 3 years ago - 1 dependent repositories - 29 downloads last month - 3,580 stars on GitHub - 1 maintainer
split-markdown4gpt 1.0.9
A Python tool for splitting large Markdown files into smaller sections based on a specified token...
7 versions - Latest release: over 2 years ago - 1 dependent repositories - 1.45 thousand downloads last month - 25 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
rouge 1.0.1
Full Python ROUGE Score Implementation (not a wrapper)
10 versions - Latest release: over 4 years ago - 26 dependent packages - 507 dependent repositories - 675 thousand downloads last month - 664 stars on GitHub - 1 maintainer
llm-toolkit 0.2.3
LLM Finetuning resource hub + toolkit
9 versions - Latest release: over 1 year ago - 39 downloads last month - 755 stars on GitHub - 2 maintainers
fastapi-gen 0.11.1
Set up a modern REST API by running one command.
19 versions - Latest release: 14 days ago - 622 downloads last month - 5 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
fastt5 0.1.4
boost inference speed of T5 models by 5x & reduce the model size by 3x using fastT5.
13 versions - Latest release: over 3 years ago - 6 dependent repositories - 638 downloads last month - 586 stars on GitHub - 1 maintainer
hietasumm 0.1.1
A hierarchical approach for video summarization
2 versions - Latest release: over 1 year ago - 9 downloads last month - 2 maintainers
slashml 0.1.6
A Python client for interacting with SlashML servicesDeveloped by SlashML.
11 versions - Latest release: almost 2 years ago - 20 downloads last month - 6 stars on GitHub - 2 maintainers
Top 10.0% on pypi.org
oneai 0.9.89
NLP as a Service
119 versions - Latest release: about 2 years ago - 2 dependent repositories - 564 downloads last month - 39 stars on GitHub - 1 maintainer
rouge-metric 1.0.1
A fast python implementation of full ROUGE metrics for automatic summarization.
2 versions - Latest release: about 5 years ago - 1 dependent package - 12 dependent repositories - 158 thousand downloads last month - 20 stars on GitHub - 1 maintainer
parrot1 0.1.2
A tool for writing a recap mail or report from a video recording of a call
4 versions - Latest release: over 1 year ago - 16 downloads last month - 6 stars on GitHub - 1 maintainer
pytldr 0.1.4
A module to perform automatic article summarization.
5 versions - Latest release: over 10 years ago - 1 dependent repositories - 21 downloads last month - 45 stars on GitHub - 1 maintainer
conceptnet-a-practical-commonsense-reasoning-toolkit 2.0
the largest freely available commonsense knowledgebase and natural-language-processing toolkit
1 version - Latest release: about 2 years ago - 1 maintainer
Top 1.0% on pypi.org
farm-haystack 1.26.4
LLM framework to build customizable, production-ready LLM applications. Connect components (model...
116 versions - Latest release: 12 months ago - 21 dependent packages - 237 dependent repositories - 77.8 thousand downloads last month - 23,124 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
haystack-ai 2.19.0
LLM framework to build customizable, production-ready LLM applications. Connect components (model...
287 versions - Latest release: 20 days ago - 51 dependent packages - 2 dependent repositories - 366 thousand downloads last month - 16,679 stars on GitHub - 1 maintainer
cdklabs.generative-ai-cdk-constructs 0.1.312
AWS Generative AI CDK Constructs is a library for well-architected generative AI patterns.
321 versions - Latest release: 10 days ago - 18.5 thousand downloads last month - 504 stars on GitHub - 1 maintainer
automate-youtube-summarize 0.2.10
YouTube ์˜์ƒ ๋Œ€๋ณธ ์ถ”์ถœ, AI ์š”์•ฝ, Airtable ์ €์žฅ ๋ฐ ํ…”๋ ˆ๊ทธ๋žจ ๋ด‡ ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•˜๋Š” ์ž๋™ํ™” ๋„๊ตฌ
1 version - Latest release: 5 days ago - 0 stars on GitHub - 1 maintainer
fastrag 3.1.2
An Efficient Retrieval Augmentation and Generation Framework for Intel Hardware.
6 versions - Latest release: 12 months ago - 90 downloads last month - 945 stars on GitHub - 1 maintainer
mcp-long-context-reader 0.9.0
A tool to help agents read and query long documents.
1 version - Latest release: 3 months ago - 12 downloads last month - 0 stars on GitHub - 1 maintainer
meetcap 1.3.1
Offline meeting recorder & summarizer for macOS
9 versions - Latest release: about 1 month ago - 67 downloads last month - 1 maintainer
context-compressor 1.0.3
AI-powered text compression for RAG systems and API calls to reduce token usage and costs
4 versions - Latest release: 3 months ago - 95 downloads last month - 62 stars on GitHub - 1 maintainer
dr-doc-search 1.6.3
Search through a document using a chat interface
12 versions - Latest release: over 2 years ago - 52 downloads last month - 598 stars on GitHub - 1 maintainer
fabricator-ai 0.2.0
Conveniently generating datasets with large language models.
3 versions - Latest release: about 2 years ago - 26 downloads last month - 20,653 stars on GitHub - 1 maintainer
mi-rlms-mo 0.0.1
Multimodal Summarization using RLMS approach
1 version - Latest release: almost 3 years ago - 16 downloads last month - 1 maintainer
eazymind 0.0.4
AI Library providing ai-as-a-service for abstractive text summarization , just your text to be su...
3 versions - Latest release: about 6 years ago - 1 dependent repositories - 9 downloads last month - 4 stars on GitHub - 1 maintainer
Top 2.1% on pypi.org
pytextrank 3.3.0 ๐Ÿ’ฐ
Python implementation of TextRank as a spaCy pipeline extension, for graph-based natural language...
20 versions - Latest release: over 1 year ago - 6 dependent packages - 90 dependent repositories - 59.6 thousand downloads last month - 2,194 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
pyrouge 0.1.3
A Python wrapper for the ROUGE summarization evaluation package.
4 versions - Latest release: about 2 years ago - 339 dependent repositories - 12 thousand downloads last month - 248 stars on GitHub - 1 maintainer
git-history-extraction 0.2.0
Extract and analyze git commit history with support for filtering by trailers, date ranges, and A...
2 versions - Latest release: 8 days ago - 1 maintainer
src2md 2.1.0
Convert source code to structured, context-optimized markdown for LLMs with intelligent summariza...
6 versions - Latest release: 2 months ago - 26 downloads last month - 1 stars on GitHub - 1 maintainer
nepali-nlp 0.0.0
Natural language processing library for Nepali langauge
1 version - Latest release: about 5 years ago - 1 dependent repositories - 11 downloads last month - 166 stars on GitHub - 1 maintainer
factsumm 0.1.5
FactSumm: Factual Consistency Scorer for Abstractive Summarization
6 versions - Latest release: almost 2 years ago - 1 dependent repositories - 89 downloads last month - 112 stars on GitHub - 1 maintainer
summarizers 1.0.4 ๐Ÿ’ฐ
opensource text summarization toolkit.
5 versions - Latest release: over 4 years ago - 3 dependent repositories - 76 downloads last month - 78 stars on GitHub - 1 maintainer
Top 6.0% on pypi.org
transformers-stream-generator 0.0.5 ๐Ÿ’ฐ
This is a text generation method which returns a generator, streaming out each token in real-time...
5 versions - Latest release: over 1 year ago - 21 dependent packages - 2 dependent repositories - 278 thousand downloads last month - 97 stars on GitHub - 1 maintainer
pulse-sdk 0.5.0
Idiomatic, type-safe Python client for the Pulse REST API
32 versions - Latest release: about 2 months ago - 232 downloads last month - 0 stars on GitHub - 1 maintainer
git2mind 0.4.0
Turn repositories into AI-friendly summaries
5 versions - Latest release: 9 days ago - 394 downloads last month - 2 stars on GitHub - 1 maintainer
kbb 0.1.1
๐Ÿš€ Builds a structured markdown knowledge base from external sources such as websites, documents, ...
2 versions - Latest release: 6 months ago - 11 downloads last month - 4 stars on GitHub - 1 maintainer
knowledge-base-builder 0.1.2
๐Ÿš€ Builds a structured markdown knowledge base from external sources such as websites, documents, ...
2 versions - Latest release: 6 months ago - 12 downloads last month - 4 stars on GitHub - 1 maintainer
docprocessor 1.1.0
Intelligent document processing with OCR, chunking, and AI summarization
2 versions - Latest release: 10 days ago - 168 downloads last month - 0 stars on GitHub - 1 maintainer
Top 5.0% on pypi.org
pysummarization 1.1.9
pysummarization is Python library for the automatic summarization, document abstraction, and text...
18 versions - Latest release: over 3 years ago - 15 dependent repositories - 869 downloads last month - 320 stars on GitHub - 2 maintainers
mim-nlp 0.2.1
A Python package with ready-to-use models for various NLP tasks and text preprocessing utilities....
2 versions - Latest release: over 1 year ago - 15 downloads last month - 2 stars on GitHub - 2 maintainers
onnxt5 0.1.8
Blazing fast summarization, translation, text-generation, Q&A and more using T5 in ONNX
11 versions - Latest release: almost 5 years ago - 1 dependent repositories - 56 downloads last month - 254 stars on GitHub - 1 maintainer
ctc-score 0.1.3
CTC: A Unified Framework for Evaluating Natural Language Generation
6 versions - Latest release: over 3 years ago - 1 dependent repositories - 877 downloads last month - 98 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
sumeval 0.2.2
Well tested evaluation framework for Text summarization
13 versions - Latest release: about 6 years ago - 1 dependent package - 187 dependent repositories - 2.27 thousand downloads last month - 626 stars on GitHub - 1 maintainer
longpegasus 0.3 ๐Ÿ’ฐ
A Longer Version of Pegasus TF Model For Abstractive Summarization
3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 31 downloads last month - 5 stars on GitHub - 1 maintainer
semantic-title-generator 0.1.1
Generate concise titles and keywords from long documents via Googleโ€™s Gemini API.
1 version - Latest release: 12 days ago - 1 maintainer
wordcab 0.7.2
๐Ÿ“– Transcribe and Summarize any business communication at scale with Wordcab's API
21 versions - Latest release: about 2 years ago - 66 downloads last month - 9 stars on GitHub - 2 maintainers
docling-haystack 0.1.1
Docling Haystack converter
1 version - Latest release: 11 months ago - 1.96 thousand downloads last month - 20,653 stars on GitHub - 1 maintainer
textminer-prozzzzxcv 0.1.0
๊ณ ๊ธ‰ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ Python ํŒจํ‚ค์ง€
1 version - Latest release: 5 months ago - 8 downloads last month - 1 maintainer
ytqgen 0.1.0
Educational video to questionnaire generator - transcribe, summarize, and generate interactive qu...
1 version - Latest release: 14 days ago
zensols.alsum 0.0.1
Summarize text using Component ALignment Abstract Meaning Representation (CALAMR) alignment.
1 version - Latest release: 5 months ago - 5 downloads last month - 0 stars on GitHub - 1 maintainer
highlights 0.1.1
A Python 3 package for automatic summarization
2 versions - Latest release: over 8 years ago - 1 dependent repositories - 39 downloads last month - 4 stars on GitHub - 1 maintainer
summa-visualization 0.1.0b0
A visualization for the graphs generated by summa.
1 version - Latest release: almost 8 years ago - 1 dependent repositories - 6 downloads last month - 2 stars on GitHub - 1 maintainer
tubescribe 0.3.6
CLI to transcribe YouTube audio via Whisper (local) or Gemini (cloud)
10 versions - Latest release: 2 months ago - 89 downloads last month - 0 stars on GitHub - 1 maintainer
mat-summarization 0.1b0
Summarization Methods for Multiple Aspect Trajectory Data Mining
1 version - Latest release: over 1 year ago - 11 downloads last month - 1 maintainer
arxiv-summarizer 0.1.1
A happy toolkit for arxiv paper summarization and understanding.
1 version - Latest release: almost 2 years ago - 24 downloads last month - 9 stars on GitHub - 1 maintainer
pynutshell 1.0.2
An unsupervised text summarization and information retrieval library under the hood using natural...
3 versions - Latest release: almost 5 years ago - 1 dependent repositories - 25 downloads last month - 15 stars on GitHub - 1 maintainer
pysummarizer 0.3
Library for automatic text summarization
3 versions - Latest release: almost 9 years ago - 1 dependent repositories - 12 downloads last month - 8 stars on GitHub - 1 maintainer
potara 1.0.2
A multi-document summarizer based on ILP and sentence fusion.
2 versions - Latest release: over 5 years ago - 1 dependent repositories - 28 downloads last month - 81 stars on GitHub - 1 maintainer
pybibx 5.2.5
A Bibliometric and Scientometric Library Powered with Artificial Intelligence Tools
92 versions - Latest release: about 2 months ago - 1 dependent repositories - 858 downloads last month - 171 stars on GitHub - 1 maintainer
gurunudi 2.0.3
The official Python client for Gurunudi AI API
7 versions - Latest release: about 4 years ago - 2 dependent repositories - 40 downloads last month - 11 stars on GitHub - 1 maintainer
auto-research 1.0
Geberate scientific survey with just a query
1 version - Latest release: over 4 years ago - 1 dependent repositories - 23 downloads last month - 59 stars on GitHub - 1 maintainer
llm-min 0.3.1
Generates LLM context by scraping and summarizing documentation for Python libraries listed in a ...
12 versions - Latest release: 5 months ago - 48 downloads last month - 50,988 stars on GitHub - 1 maintainer
aikitx 1.0.0
A comprehensive GUI toolkit for Large Language Models (LLMs) with GGUF support, document processi...
1 version - Latest release: 4 months ago - 22 downloads last month - 0 stars on GitHub - 1 maintainer
tilse 0.2.1
A toolkit for timeline summarization and evaluation.
3 versions - Latest release: about 7 years ago - 1 dependent repositories - 426 downloads last month - 34 stars on GitHub - 1 maintainer
lightrag 0.1.0
The Lightning Library for LLM Applications.
27 versions - Latest release: over 1 year ago - 5.23 thousand downloads last month - 3,704 stars on GitHub - 1 maintainer
arxiv-zotero-connector 0.1.0
Automatically collect papers from ArXiv and organize them in your Zotero library with AI-powered ...
1 version - Latest release: 5 months ago - 19 downloads last month - 5 stars on GitHub - 1 maintainer
youcomsum 0.0.1
Batch summarize YouTube video comments using artificial intelligence (OpenAI, ...).
1 version - Latest release: 8 months ago - 8 downloads last month - 1 stars on GitHub - 1 maintainer
oneai-stage 0.0.1
NLP as a Service
1 version - Latest release: over 3 years ago - 1 dependent repositories - 13 downloads last month - 39 stars on GitHub - 1 maintainer
pytorch-merge 0.1.2 ๐Ÿ’ฐ
Merge LLM weights files that are split into multiple parts
1 version - Latest release: about 2 years ago - 19 downloads last month - 27 stars on GitHub - 1 maintainer
targeted-sum 1.0.9
A package for targeted summarization
10 versions - Latest release: over 2 years ago - 20 downloads last month - 87 stars on GitHub - 1 maintainer
schidataexplore 1.5
A tool for the exploration and summarization of new data sets.
6 versions - Latest release: over 9 years ago - 1 dependent repositories - 27 downloads last month - 1 maintainer
bunkatopics 0.46.1
Bunkatopics is a Topic Modeling package and Exploration Module
40 versions - Latest release: over 1 year ago - 336 downloads last month - 185 stars on GitHub - 1 maintainer
mseep-whissle-mcp 0.1.0
Whissle MCP Server
1 version - Latest release: 4 months ago - 15 downloads last month - 1 maintainer
tldry 0.4.0
Automatic text summarizer based on textrank algorithm
11 versions - Latest release: over 6 years ago - 1 dependent repositories - 31 downloads last month - 2 stars on GitHub - 1 maintainer
aixiv 0.0.1
Translation and summarization of arXiv by generative AI
1 version - Latest release: over 1 year ago - 24 downloads last month - 1 stars on GitHub - 1 maintainer
bytemesumai 0.1.1
Building Blocks for Robust and Context-Aware Retrieval-Augmented Generation
2 versions - Latest release: 8 months ago - 18 downloads last month - 2 stars on GitHub - 1 maintainer
haystack-opea 0.1.2
An integration package connecting OPEA and Haystack
3 versions - Latest release: 5 months ago - 15 downloads last month - 22,643 stars on GitHub - 1 maintainer
gensim_sum_ext 0.1.2
Extension for gensim summarization library
3 versions - Latest release: over 8 years ago - 1 dependent repositories - 130 downloads last month - 4 stars on GitHub - 1 maintainer
split-python4gpt 1.0.3
Python tool designed to reorganize large Python projects into minified files based on a specified...
2 versions - Latest release: over 2 years ago - 15 downloads last month - 1 stars on GitHub - 1 maintainer
treelyze 0.1.2
A CLI tool for analyzing directory structures and summarizing files
3 versions - Latest release: 11 months ago - 14 downloads last month - 1 stars on GitHub
Top 2.7% on pypi.org
summa 1.2.0
A text summarization and keyword extraction package based on TextRank
8 versions - Latest release: almost 7 years ago - 2 dependent packages - 97 dependent repositories - 20.9 thousand downloads last month - 1,260 stars on GitHub - 1 maintainer
rouge-torch 0.1.0
Fast differentiable ROUGE scores for PyTorch neural network training
1 version - Latest release: 2 months ago - 1 maintainer
miniflux-summary-agent 0.1.0
Summarize Miniflux articles with Ollama
1 version - Latest release: 4 months ago - 11 downloads last month - 0 stars on GitHub - 1 maintainer
dualdb-memory-plugin 1.1.3
Lightweight AI dialogue memory rotation plugin with dual DB (JSON/SQLite) and pluggable summarizer
6 versions - Latest release: 4 months ago - 92 downloads last month - 0 stars on GitHub - 1 maintainer
textsum 0.2.2
utility for using transformers summarization models on text docs
7 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 2.14 thousand downloads last month - 121 stars on GitHub - 1 maintainer
meetingscribe 0.1.2 ๐Ÿ’ฐ
MeetingScribe is an AI-driven command-line tool designed to streamline your meeting experience by...
3 versions - Latest release: over 2 years ago - 15 downloads last month - 43 stars on GitHub - 1 maintainer
booookscore 0.1.3
Official package for our ICLR 2024 paper, "BooookScore: A systematic exploration of book-length s...
4 versions - Latest release: over 1 year ago - 18 downloads last month - 84 stars on GitHub - 1 maintainer
pycrowlingo 0.6.4
Official Crowlingo SDK. Access to all NLP and NLU services that analyze texts regardless of the l...
19 versions - Latest release: about 4 years ago - 1 dependent repositories - 33 downloads last month - 4 stars on GitHub - 1 maintainer
Top 5.5% on pypi.org
lexrank 0.1.0
LexRank text summarization
3 versions - Latest release: over 7 years ago - 30 dependent repositories - 1.34 thousand downloads last month - 231 stars on GitHub - 1 maintainer
deep-compend 0.1.2
Library for scientific PDF-articles summarization
2 versions - Latest release: 7 months ago - 18 downloads last month - 2 stars on GitHub - 1 maintainer
insight-extractor 0.1.2
Identify Insights in Full Text Documents
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 4 downloads last month - 14 stars on GitHub - 1 maintainer
easy-rouge 0.2.2
An implementation of ROUGE family metrics for automatic summarization
1 version - Latest release: over 6 years ago - 4 dependent repositories - 27 downloads last month - 23 stars on GitHub - 1 maintainer
fullscope-mcp-server 1.0.1
FullScope-MCP: ๅ†…ๅฎนๆ€ป็ป“่ฟ่ฅ MCP Server๏ผŒๆ”ฏๆŒ็ฝ‘้กตๆŠ“ๅ–ใ€ๆ–‡ไปถ่ฏปๅ–ใ€ๅ†…ๅฎนๆ€ป็ป“ใ€ไธป้ข˜ๆฑ‡ๆ€ป็ญ‰ๅŠŸ่ƒฝ
2 versions - Latest release: 5 months ago - 26 downloads last month - 1 maintainer
fastgpt 0.0.8
boost inference speed of GPT models in transformers by onnxruntime
8 versions - Latest release: over 2 years ago - 2 dependent repositories - 50 downloads last month - 53 stars on GitHub - 1 maintainer
opennutgraf 1.0.0
A Python library for article extraction and AI-powered summarization
1 version - Latest release: 4 months ago - 16 downloads last month - 1 maintainer
asta-summarizer 0.1.1
A flexible text summarization service supporting multiple AI providers
2 versions - Latest release: 3 months ago - 62 downloads last month - 1 maintainer
lexrankr 0.1.6
LexRank based multi-document summarization.
7 versions - Latest release: over 7 years ago - 2 dependent repositories - 160 downloads last month - 61 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
ohmeow-blurr 1.0.5
A library designed for fastai developers who want to train and deploy Hugging Face transformers
39 versions - Latest release: over 3 years ago - 3 dependent repositories - 2.86 thousand downloads last month - 295 stars on GitHub - 1 maintainer