Text Summarization Tools

Tools for automatically condensing documents, articles, and text into shorter summaries using NLP and LLM models. Includes implementations, fine-tuning frameworks, and deployed applications. Does NOT include general document management, research paper aggregation, or summarization as a secondary feature in broader platforms.

There are 48 text summarization tools tracked. 1 score above 50 (established tier). The highest-rated is sean1832/SumGPT at 53/100 with 128 stars.

Get all 48 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	sean1832/SumGPT Bulk summarization of documents using ChatGPT API	53	Established	128	Python
2	cobanov/easy-web-summarizer Summarize webpages from specified URLs using the LangChain framework and the...	40	Emerging	123	Python
3	dataprofessor/langchain-text-summarization Text Summarization App built using Langchain and Streamlit	37	Emerging	37	Python
4	Mindful-AI-Assistants/SumBot :bowtie: SumBot Free Code - AI-Powered Message Summarization ChatBot	37	Emerging	18	HTML
5	cognitivetech/ollama-ebook-summary LLM for Long Text Summary (Comprehensive Bulleted Notes)	36	Emerging	615	Python
6	saadkh1/DocQA-TextSummarization-App A Streamlit app for document question answering and text summarization.	34	Emerging	5	Jupyter Notebook
7	ceylonai/apps-article-reader 📚 A powerful desktop app that extracts and analyzes web content using LLaMA...	33	Emerging	5	Python
8	MariyamSiddiqui/Summarize-PDF-using-Langchain- A Python tool that extracts text from PDF files and summarizes them using...	32	Emerging	1	Jupyter Notebook
9	ShahMitul-GenAI/ReviewEngine Extract Amazon customer reviews of select products via a third-party...	31	Emerging	3	Jupyter Notebook
10	hilmansw/PDF-Summarizer PDF Summarizer using Streamlit, LangChain, and OpenAI frameworks.	31	Emerging	22	Python
11	Daheer/TLDR-the-TnC TLDR the T&C uses an LLM to understand the contents of Terms and Conditions...	31	Emerging	4	Jupyter Notebook
12	richawo/chain-of-density Implementing the Chain Of Density text summarisation technique from recent...	30	Emerging	79	Python
13	felipelmc/SciELO-Summarizer [EN-US] Scrapes papers from SciELO and summarizes them using Llama3 \|...	30	Emerging	6	Jupyter Notebook
14	kassy11/paper_interpreter 論文の要約をしてくれるSlackボット	30	Emerging	2	Python
15	nusnlp/reacts The official code of the "Just What You Desire: Constrained Timeline...	30	Emerging	8	Python
16	RenzeLou/OpenAI-API-Summarization A NLP model API summarization for OpenAI.	29	Experimental	7	—
17	cognitivetech/llm-research-summaries summaries of ai research	27	Experimental	57	Jupyter Notebook
18	omaresguerra/Sumquiry-PDF-Summarizer Intelligent PDF Summarizer and Inquiry Companion	26	Experimental	6	Python
19	JoelKong/SubiScrape A web scraping application which summarizes scraped information using AI technology	24	Experimental	5	TypeScript
20	PREETHIKA-N-C/Online-PDF-Summarizer-App Experience seamless document comprehension with 'Online PDF Summarizer App,'...	24	Experimental	3	Python
21	mugishasam123/screenplay-summarizer-ai This is a web application that uses large langauge models like openai GPT...	24	Experimental	4	Python
22	KrishnaGupta1111/ConciseDocs ConciseDocs – AI-powered PDF Summarization SaaS ...	23	Experimental	1	TypeScript
23	fau-masters-collected-works-cgarbin/llm-github-issues Summarizing with LLMs: Using an LLM to understand GitHub issues without...	22	Experimental	15	Python
24	harshit-862000/Gen-AI-question-answer-generator-using-OpenAI LangChain-powered PDF summarization using OpenRouter's LLM API — loads PDFs,...	22	Experimental	—	Jupyter Notebook
25	SohelRana-aiub-Pro/Data-Driven-Online-News-Summarizer-LLMs Data Driven Online News Summarizer-ML-NLP	22	Experimental	1	Python
26	FRANK5509/idea-extractor 🚀 Extract impactful software ideas from community discussions with this...	22	Experimental	1	Python
27	NhanPhamThanh-IT/LLM-Web-Summarizer 🤖 A powerful web application that automatically summarizes web content using...	21	Experimental	15	Jupyter Notebook
28	doruq-IT/Word-Document-Summarizer-and-Question-Answerer Effortlessly summarize Word and PDF documents with the Word Document...	21	Experimental	1	Jupyter Notebook
29	aws-samples/techniques-for-automatic-summarization-of-documents-using-language-models Different summarization techniques that you can apply on your corpus using...	21	Experimental	9	Jupyter Notebook
30	upratham/LLM-AI-Website-Summarizer Summarize any webpage using OpenAI API or local Ollama via an...	21	Experimental	—	Jupyter Notebook
31	sibbl/airbnb-review-summarizer This tool fetches the user reviews from Airbnb listings and summarizes it...	20	Experimental	5	JavaScript
32	petermartens98/OpenAI-LangChain-Email-Summarizer Python script utilizing the OpenAI API and LangChain to summarize emails....	20	Experimental	8	Jupyter Notebook
33	kyawhtetoo134/pdf-summarizer PDF Summarizer is a Java Spring Boot web application that allows users to...	19	Experimental	2	—
34	joshwallerr/docdecoder A chrome extension that summarises web policies with GPT-4 ✍	19	Experimental	27	JavaScript
35	Athe-kunal/SEC-Summarize-Project Summarize SEC documents using LLMs	19	Experimental	14	Jupyter Notebook
36	aman-chhetri/TLDR.ai A modern AI-powered text summarization tool that effortlessly condenses...	18	Experimental	1	JavaScript
37	Educa-CH/educa24-speech-to-summary Demonstrator for an open-source speech-to-summary workflow	18	Experimental	2	Python
38	pandyah5/open-hansard A open-source initiative to summarize the debates taking place in the...	17	Experimental	1	Python
39	amscotti/page-summarizer Generate a comprehensive summary and key points of the extracted text give a URL	17	Experimental	1	Python
40	KrishnaHariharan/PDF_Summarizer_GENAI The PDF Summarizer is an innovative web application designed to efficiently...	16	Experimental	1	Python
41	mohanad-hafez/heal-sum-lite Edge-deployable NLP pipeline for summarizing CDC health advisories with...	14	Experimental	—	Jupyter Notebook
42	momori256/pdf-summarizer pdf-summarizer is a PDF summarization CLI app in Rust using Ollama. This app...	14	Experimental	7	Rust
43	WWIIITT/AI_PDF_summarizer An AI-powered tool by DeepSeek API for summarizing documents, supporting...	13	Experimental	8	Python
44	sothulthorn/Text-Summarization A project that demonstrates text summarization using LangChain and the Groq...	13	Experimental	—	Jupyter Notebook
45	Chaimaaorg/SummarizeBot This is a project of a summarization chatbot project using fastapi ,...	10	Experimental	2	Python
46	Kabilduke/Text_Summarizer_BART This project provides a web interface for uploading PDFs or entering text to...	10	Experimental	2	HTML
47	hrao-dev/SumUp AI-powered text and news summarizer that delivers clear, concise insights...	10	Experimental	1	Jupyter Notebook
48	danielstankw/WordWatchSummary Find, scrape , summarize (LLM) and deliver!	10	Experimental	2	Python

Comparisons in this category

langchain-text-summarization and PDF-Summarizer (37 vs 31) langchain-text-summarization and DocQA-TextSummarization-App (37 vs 34) Summarize-PDF-using-Langchain- and PDF-Summarizer (32 vs 31)