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. The highest-rated is sean1832/SumGPT at 46/100 with 128 stars.

Get all 48 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=text-summarization-tools&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	sean1832/SumGPT Bulk summarization of documents using ChatGPT API	46	Emerging	128	Python
2	cobanov/easy-web-summarizer Summarize webpages from specified URLs using the LangChain framework and the...	33	Emerging	123	Python
3	dataprofessor/langchain-text-summarization Text Summarization App built using Langchain and Streamlit	30	Emerging	37	Python
4	Mindful-AI-Assistants/SumBot :bowtie: SumBot Free Code - AI-Powered Message Summarization ChatBot	30	Emerging	18	HTML
5	cognitivetech/ollama-ebook-summary LLM for Long Text Summary (Comprehensive Bulleted Notes)	29	Experimental	615	Python
6	MariyamSiddiqui/Summarize-PDF-using-Langchain- A Python tool that extracts text from PDF files and summarizes them using...	28	Experimental	1	Jupyter Notebook
7	saadkh1/DocQA-TextSummarization-App A Streamlit app for document question answering and text summarization.	27	Experimental	5	Jupyter Notebook
8	ceylonai/apps-article-reader 📚 A powerful desktop app that extracts and analyzes web content using LLaMA...	26	Experimental	5	Python
9	WaliMuhammadAhmad/UrduTextSummarizationUsingm-BART m-BART, a model fine-tuned on 67k Urdu news articles. Pretrained model...	26	Experimental	3	Jupyter Notebook
10	ShahMitul-GenAI/ReviewEngine Extract Amazon customer reviews of select products via a third-party...	24	Experimental	3	Jupyter Notebook
11	Daheer/TLDR-the-TnC TLDR the T&C uses an LLM to understand the contents of Terms and Conditions...	24	Experimental	4	Jupyter Notebook
12	hilmansw/PDF-Summarizer PDF Summarizer using Streamlit, LangChain, and OpenAI frameworks.	24	Experimental	22	Python
13	richawo/chain-of-density Implementing the Chain Of Density text summarisation technique from recent...	23	Experimental	79	Python
14	felipelmc/SciELO-Summarizer [EN-US] Scrapes papers from SciELO and summarizes them using Llama3 \|...	23	Experimental	6	Jupyter Notebook
15	kassy11/paper_interpreter 論文の要約をしてくれるSlackボット	23	Experimental	2	Python
16	nusnlp/reacts The official code of the "Just What You Desire: Constrained Timeline...	23	Experimental	8	Python
17	RenzeLou/OpenAI-API-Summarization A NLP model API summarization for OpenAI.	22	Experimental	7	—
18	harshit-862000/Gen-AI-question-answer-generator-using-OpenAI LangChain-powered PDF summarization using OpenRouter's LLM API — loads PDFs,...	22	Experimental	—	Jupyter Notebook
19	SohelRana-aiub-Pro/Data-Driven-Online-News-Summarizer-LLMs Data Driven Online News Summarizer-ML-NLP	20	Experimental	1	Python
20	Nihal108-bi/TextSummrizer End-to-end text summarization project that fine-tunes PEGASUS...	20	Experimental	1	Jupyter Notebook
21	cognitivetech/llm-research-summaries summaries of ai research	20	Experimental	57	Jupyter Notebook
22	omaresguerra/Sumquiry-PDF-Summarizer Intelligent PDF Summarizer and Inquiry Companion	19	Experimental	6	Python
23	upratham/LLM-AI-Website-Summarizer Summarize any webpage using OpenAI API or local Ollama via an...	19	Experimental	—	Jupyter Notebook
24	PREETHIKA-N-C/Online-PDF-Summarizer-App Experience seamless document comprehension with 'Online PDF Summarizer App,'...	17	Experimental	3	Python
25	mugishasam123/screenplay-summarizer-ai This is a web application that uses large langauge models like openai GPT...	17	Experimental	4	Python
26	KrishnaGupta1111/ConciseDocs ConciseDocs – AI-powered PDF Summarization SaaS ...	17	Experimental	1	TypeScript
27	kyawhtetoo134/pdf-summarizer PDF Summarizer is a Java Spring Boot web application that allows users to...	16	Experimental	2	—
28	fau-masters-collected-works-cgarbin/llm-github-issues Summarizing with LLMs: Using an LLM to understand GitHub issues without...	15	Experimental	15	Python
29	NhanPhamThanh-IT/LLM-Web-Summarizer 🤖 A powerful web application that automatically summarizes web content using...	15	Experimental	15	Jupyter Notebook
30	FRANK5509/idea-extractor 🚀 Extract impactful software ideas from community discussions with this...	15	Experimental	1	Python
31	mohanad-hafez/heal-sum-lite Edge-deployable NLP pipeline for summarizing CDC health advisories with...	14	Experimental	—	Jupyter Notebook
32	doruq-IT/Word-Document-Summarizer-and-Question-Answerer Effortlessly summarize Word and PDF documents with the Word Document...	14	Experimental	1	Jupyter Notebook
33	KrishnaHariharan/PDF_Summarizer_GENAI The PDF Summarizer is an innovative web application designed to efficiently...	14	Experimental	1	Python
34	aws-samples/techniques-for-automatic-summarization-of-documents-using-language-models Different summarization techniques that you can apply on your corpus using...	14	Experimental	9	Jupyter Notebook
35	sibbl/airbnb-review-summarizer This tool fetches the user reviews from Airbnb listings and summarizes it...	13	Experimental	5	JavaScript
36	petermartens98/OpenAI-LangChain-Email-Summarizer Python script utilizing the OpenAI API and LangChain to summarize emails....	13	Experimental	8	Jupyter Notebook
37	Athe-kunal/SEC-Summarize-Project Summarize SEC documents using LLMs	12	Experimental	14	Jupyter Notebook
38	joshwallerr/docdecoder A chrome extension that summarises web policies with GPT-4 ✍	12	Experimental	27	JavaScript
39	shivam-maurya-git/Scientific_Paper_Summarizer Summarizes Scientific Paper	11	Experimental	—	Python
40	Educa-CH/educa24-speech-to-summary Demonstrator for an open-source speech-to-summary workflow	11	Experimental	2	Python
41	disi-unibo-nlp/prism Data and code for "Abstractive Summarization through the Prism of Decoding...	11	Experimental	—	Python
42	d-lab/ecir26-summarisation-llm-relevance-judgement Code and experiments for The Effect of Document Summarization on LLM-Based...	11	Experimental	—	Jupyter Notebook
43	ynotopec/summarize summary	11	Experimental	—	Python
44	sothulthorn/Text-Summarization A project that demonstrates text summarization using LangChain and the Groq...	11	Experimental	—	Jupyter Notebook
45	amscotti/page-summarizer Generate a comprehensive summary and key points of the extracted text give a URL	10	Experimental	1	Python
46	SURESHBEEKHANI/Text-Summarization-End-to-End-NLP-Projects End-to-End Text Summarization NLP Projects typically involve building and...	10	Experimental	1	Jupyter Notebook
47	pandyah5/open-hansard A open-source initiative to summarize the debates taking place in the...	10	Experimental	1	Python
48	yasminedaly/Text-Summarizer Implemented an end-to-end project for text summarization by refining the...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

langchain-text-summarization and PDF-Summarizer (30 vs 24) langchain-text-summarization and DocQA-TextSummarization-App (30 vs 27)