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Projects in Awesome Lists tagged with summarization

A curated list of projects in awesome lists tagged with summarization .

https://github.com/deepset-ai/haystack

AI 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.

agents ai bert chatgpt generative-ai information-retrieval language-model large-language-models llm machine-learning nlp python pytorch question-answering rag retrieval-augmented-generation semantic-search squad summarization transformers

Last synced: 12 May 2025

https://github.com/derwenai/pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

graph-algorithms machine-learning natural-language natural-language-processing nlp python spacy spacy-extension summarization textgraphs textrank

Last synced: 14 May 2025

https://github.com/DerwenAI/pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

graph-algorithms machine-learning natural-language natural-language-processing nlp python spacy spacy-extension summarization textgraphs textrank

Last synced: 26 Mar 2025

https://github.com/chiphuyen/sotawhat

Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

arxiv python research-tool script summarization

Last synced: 08 Apr 2025

https://github.com/namuan/dr-doc-search

Converse with book - Built with GPT-3

gpt3 langchain nlp-machine-learning python summarization

Last synced: 16 May 2025

https://github.com/udibr/headlines

Automatically generate headlines to short articles

generation keras nlp rnn summarization

Last synced: 19 Jul 2025

https://github.com/kubestellar/kubestellar

KubeStellar - a flexible solution for multi-cluster configuration management for edge, multi-cloud, and hybrid cloud

deployment edge edge-mc gitops kubernetes kubestellar placement rollout scheduling status summarization synching

Last synced: 17 Aug 2025

https://github.com/HHousen/TransformerSum

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

albert automatic-summarization bert distilbert extractive-summarization machine-learning pytorch-lightning roberta summarization summarization-dataset text-summarization transformer-models

Last synced: 29 Apr 2025

https://github.com/shivanandroy/simplet5

simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.

classification fine-tuning finetune pytorch simplet5 summarization t5 t5-model training transformers translation

Last synced: 12 Apr 2025

https://github.com/shreyaskarnik/DistiLlama

Chrome Extension to Summarize or Chat with Web Pages/Local Documents Using locally running LLMs. Keep all of your data and conversations private. 🔐

chrome-extension langchain llama2 llms local-llm mistral-7b ollama privacy-preserving-computing private readability retrieval-augmented-generation summarization zephyr

Last synced: 08 Apr 2025

https://github.com/shreyaskarnik/distillama

Chrome Extension to Summarize or Chat with Web Pages/Local Documents Using locally running LLMs. Keep all of your data and conversations private. 🔐

chrome-extension langchain llama2 llms local-llm mistral-7b ollama privacy-preserving-computing private readability retrieval-augmented-generation summarization zephyr

Last synced: 06 Apr 2025

https://github.com/Alex-Fabbri/Multi-News

Large-scale multi-document summarization dataset and code

multi-document-summarization multi-news summarization

Last synced: 02 Apr 2025

https://github.com/alex-fabbri/multi-news

Large-scale multi-document summarization dataset and code

multi-document-summarization multi-news summarization

Last synced: 07 Apr 2025

https://github.com/opea-project/GenAIExamples

Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.

chatqna codegen copilot gaudi2 genai llms rag summarization tgi xeon

Last synced: 04 Apr 2025

https://github.com/abelriboulot/onnxt5

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

inference nlp nlp-machine-learning onnx onnxruntime sentiment-analysis summarization text-classification text-generation transformer transformers translation

Last synced: 12 Apr 2025

https://github.com/bheinzerling/pyrouge

A Python wrapper for the ROUGE summarization evaluation package

evaluation-metrics nlp rouge summarization

Last synced: 08 Apr 2025

https://github.com/j-min/Adversarial_Video_Summary

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

gan pytorch summarization vae video

Last synced: 13 Apr 2025

https://github.com/j-min/adversarial_video_summary

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

gan pytorch summarization vae video

Last synced: 09 Apr 2025

https://github.com/DavidBelicza/PHP-Science-TextRank

:zap: :elephant: TextRank (resource-efficient and low-cost automatic text summarisation) for PHP

ai airtificialintelligence algorithm php science search summarization textrank

Last synced: 18 Jul 2025

https://github.com/davidbelicza/php-science-textrank

:zap: :elephant: TextRank (resource-efficient and low-cost automatic text summarisation) for PHP

ai airtificialintelligence algorithm php science search summarization textrank

Last synced: 16 May 2025

https://github.com/crabcamp/lexrank

LexRank algorithm for text summarization

algorithm lex lexrank markov-chains rank summarization summarizer summary text

Last synced: 02 Apr 2025

https://github.com/Hellisotherpeople/CX_DB8

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

contextual-summarization cuda debate-evidence embeddings extractive-summarization flair python semantic-search semantic-summarization summarization summarizer token-level-summarization universal-sentence-encoder

Last synced: 13 Jul 2025

https://github.com/davidbelicza/textrank

:wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).

go golang pagerank phrase-extraction sentence-classification summarization textrank token

Last synced: 12 Oct 2025

https://github.com/DavidBelicza/TextRank

:wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).

go golang pagerank phrase-extraction sentence-classification summarization textrank token

Last synced: 14 Mar 2025

https://github.com/martinopiaggi/summarize

Video transcript AI summarization from multiple sources (YouTube, X, Instagram, TikTok, Reddit, Facebook, Google Drive, Dropbox, and local files).

ai cobalt docker downloader instagram-downloader notebooklm notebooklm-alternative streamlit summarization summarize summarizer-ai transcription youtube-downloader

Last synced: 24 May 2026

https://github.com/IlyaGusev/summarus

Models for automatic abstractive summarization

deep-learning machine-learning nlp pytorch summarization

Last synced: 03 Apr 2025

https://github.com/magic282/NeuSum

Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"

natural-language-processing summarization

Last synced: 09 May 2025

https://github.com/didasy/tldr

Text summarizer for golang using LexRank

go golang lexrank nlp pagerank summarization summarizer tldr

Last synced: 14 Jan 2026

https://github.com/pszemraj/textsum

CLI & Python API to easily summarize text-based files with transformers

batch-processing inference inference-api pipeline summarization summary text text-to-text-transformer transformer transformers

Last synced: 06 Mar 2026

https://github.com/cosmoquester/2021-dialogue-summary-competition

[2021 훈민정음 한국어 음성•자연어 인공지능 경진대회] 대화요약 부문 알라꿍달라꿍 팀의 대화요약 학습 및 추론 코드를 공유하기 위한 레포입니다.

dialogue huggingface-transformers nlp pytorch-lightning summarization

Last synced: 22 Jan 2026

https://github.com/RevanthRameshkumar/CRD3

The repo containing the Critical Role Dungeons and Dragons Dataset.

acl2020 dataset dialogue-systems machine-learning nlp storytelling summarization

Last synced: 02 Apr 2025

https://github.com/cobanov/websum

Summarize web pages and YouTube videos with pluggable LLM backends (Ollama, OpenAI). CLI, library, and Gradio UI.

cli gradio langchain llm ollama openai pypi python summarization youtube

Last synced: 02 Jun 2026

https://github.com/soptikha2/video-summarizer

Summarizes videos into much shorter videos. Ideal for long lecture videos.

ffmpeg rust summarization video video-processing

Last synced: 13 Apr 2025

https://github.com/ravi-teja-konda/surveillance_video_summarizer

VLM driven tool that processes surveillance videos, extracts frames, and generates insightful annotations using a fine-tuned Florence-2 Vision-Language Model. Includes a Gradio-based interface for querying and analyzing video footage.

ai chatgpt florence-2 gpt-4 gradio gradio-python-llm huggingface summarization surviellance video vision-and-language vlm

Last synced: 18 Jun 2025

https://github.com/santosh-gupta/scientificsummarizationdatasets

Datasets I have created for scientific summarization, and a trained BertSum model

bert bertsum dataset extractive-summarization pointer-generator summarization tensor2tensor transformer

Last synced: 30 Apr 2025

https://github.com/huffon/factsumm

FactSumm: Factual Consistency Scorer for Abstractive Summarization

abstractive-summarization factual-consistency natural-language-processing summarization

Last synced: 14 Jan 2026

https://github.com/clovaai/focusseq2seq

[EMNLP 2019] Mixture Content Selection for Diverse Sequence Generation (Question Generation / Abstractive Summarization)

emnlp2019 generation nlp pytorch question-generation summarization

Last synced: 06 Oct 2025

https://github.com/saseungmin/summary_of_technical_books

📚 책을 읽고 정리합니다. 📖 Summary of Books / 기술 서적 정리 모음

books hacktoberfest readingbooks recording summarization summarize-books summary

Last synced: 07 Apr 2025

https://github.com/muhtasham/summarization-eval

📝 Reference-Free automatic summarization evaluation with potential hallucination detection

evaluation-metrics summarization

Last synced: 31 Jul 2025

https://github.com/Ravi-Teja-konda/Surveillance_Video_Summarizer

VLM driven tool that processes surveillance videos, extracts frames, and generates insightful annotations using a fine-tuned Florence-2 Vision-Language Model. Includes a Gradio-based interface for querying and analyzing video footage.

ai chatgpt florence-2 gpt-4 gradio gradio-python-llm huggingface summarization surviellance video vision-and-language vlm

Last synced: 22 Sep 2025

https://github.com/tanyuqian/ctc-gen-eval

EMNLP 2021 - CTC: A Unified Framework for Evaluating Natural Language Generation

dialogue-generation evaluation-metrics style-transfer summarization text-generation

Last synced: 19 Aug 2025

https://github.com/intuit/fawkes

🚀🚀 Fetch, parse, categorize, summarize user reviews 🚀🚀

categorization deep-learning fawkes hacktoberfest machine-learning python sentiment-analysis summarization tensorflow user-reviews

Last synced: 21 Jun 2025

https://github.com/jddunn/frame

Notetaking Electron app that can answer your questions and makes summaries for you

notetaking summarization

Last synced: 04 May 2025

https://github.com/tingofurro/summac

Codebase, data and models for the SummaC paper in TACL

factual-consistency inconsistency-detection summarization text-generation

Last synced: 04 Apr 2025

https://github.com/nezhar/speech-condenser

A tool for summarizing dialogues from videos or audio

asr speach-recognition speaker-diarization speaker-identification summarization

Last synced: 09 Jul 2025

https://github.com/hyunwoongko/summarizers

Package for controllable summarization

nlp summarization

Last synced: 05 Sep 2025

https://github.com/salesforce/summary-of-a-haystack

Codebase accompanying the Summary of a Haystack paper.

evaluation llm need-in-a-haystack summarization summary-of-a-haystack

Last synced: 24 Oct 2025

https://github.com/richawo/chain-of-density

Implementing the Chain Of Density text summarisation technique from recent NLP research by researchers at Salesforce, MIT, Columbia, etc. Takes a long text input and iteratively generates increasingly concise, entity-dense summaries using LLMs (default: OpenAI's GPT-4). Feedback and contributions welcome!

ai llm openai poetry python summarization summarizer

Last synced: 15 Apr 2025

https://github.com/akashp1712/nlp-akash

Natural Language Processing notes and implementations.

natural-language-processing nlp nlp-akash nltk summarization text-summarization

Last synced: 11 May 2025

https://github.com/rucaibox/mvp

This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.

data-to-text dialog multi-task-learning natural-language-generation natural-language-processing nlg nlp plm pre-trained-model question-answering question-generation seq2seq sequence-to-sequence story-generation summarization text-generation

Last synced: 15 Feb 2026

https://github.com/mirfan899/Urdu

Collection of Urdu datasets for POS, NER, Sentiment, Summarization and NLP tasks.

machine-learning ner nlp sentiment-analysis spacy-models summarization urdu-language urdu-model

Last synced: 11 May 2025

https://github.com/RUCAIBox/MVP

This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.

data-to-text dialog multi-task-learning natural-language-generation natural-language-processing nlg nlp plm pre-trained-model question-answering question-generation seq2seq sequence-to-sequence story-generation summarization text-generation

Last synced: 09 May 2025

https://github.com/cobanov/easy-web-summarizer

Summarize webpages from specified URLs using the LangChain framework and the ChatOllama model

langchain llm ollama summarization

Last synced: 30 Dec 2025

https://github.com/theeluwin/lexrankr

LexRank for Korean.

lexrank nlp summarization

Last synced: 17 Jan 2026

https://github.com/stangirard/speechdigest

Audio to summary with openAI Whisper & GPT 3.5/4 using streamlit

audio-processing gpt gpt-3 gpt-4 llm openai recording summarization whisper

Last synced: 12 Apr 2025

https://github.com/salesforce/factualNLG

Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"

factual-consistency factuality large-language-models llm nlp summarization

Last synced: 16 Mar 2025

https://github.com/salesforce/factualnlg

Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"

factual-consistency factuality large-language-models llm nlp summarization

Last synced: 15 Apr 2025

https://github.com/locaal-ai/note-taker

A lo-fi AI-first note taker running locally on-device

ai llm local-llm note-taking notes-app notes-tool summarization transcription

Last synced: 22 Apr 2025

https://github.com/pcyin/pyrouge

A python library to compute rouge score for summarization

rouge summarization

Last synced: 25 Jul 2025

https://github.com/dev0x13/telegram-chat-summarizer

Telegram app which automates manual scanning through tons of Telegram messages looking for valuable information

chatgpt gpt llm summarization telegram telegram-bot

Last synced: 14 Apr 2025

https://github.com/ivanyu/hn-tldr-extension

A bring-your-own-key browser extension for summarizing Hacker News articles with LLMs

browser-extension chrome-extension firefox-extension llm safari-extension summarization

Last synced: 15 Apr 2025

https://github.com/saasify-sh/synopsis

Automagical summarization for webpages and articles. 🔥

saas saasify summarization summarizer summary text text-summarization

Last synced: 06 May 2025

https://github.com/easonlai/google_news_content_scrape_and_analyze_with_gpt

This demo repository illustrates how to use Python to scrape news articles from Google based on a given keyword. The scraped articles are then processed by Azure OpenAI Service (AOAI)'s GPT-3 model, which generates concise summaries of the main points. The summaries are then formatted and sent via email using MailJet API.

azure azure-openai azure-openai-api azureopenai googlenews googlenewsscraper gpt-3 mailjet news-scraper news-scraping news-summarization newspaper3k nltk openai python python3 summarization

Last synced: 26 Apr 2025

https://github.com/webis-de/summary-explorer

Summary Explorer is a tool to visually explore the state-of-the-art in text summarization.

evaluation summarization

Last synced: 07 Apr 2025

https://github.com/kenlimmj/rouge

A Javascript implementation of the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) evaluation metric for summaries.

bootstrapping-statistics evaluation-metric jackknifing nlp rouge summarization

Last synced: 24 Apr 2025

https://github.com/salesforce/query-focused-sum

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

deep-learning machine-learning neural-network nlp question-answering summarization

Last synced: 15 Apr 2025

https://github.com/oneai-nlp/oneai-python

Python SDK for One AI APIs. One AI is an NLP-as-a-service platform. Our APIs enables language comprehension in context, transforming texts from any source into structured data to use in code.

ai api api-rest artificial-intelligence language language-ai natural-language-processing natural-language-understanding nlp oneai python python-library python3 rest-api summarization summary text text-analysis text-classification text-processing

Last synced: 14 Feb 2026