Content Summarization RAG RAG Tools

RAG systems specifically designed for summarizing news articles, documents, research papers, and web content into concise overviews. Does NOT include general document retrieval, Q&A chatbots, or summarization without retrieval components.

There are 52 content summarization rag tools tracked. The highest-rated is stanford-oval/storm at 48/100 with 28,001 stars.

Get all 52 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	stanford-oval/storm An LLM-powered knowledge curation system that researches a topic and...	48	Emerging	28,001	Python
2	emergentmethods/asknews-python-sdk Infusing news into any LLM with a single line of code	45	Emerging	9	Python
3	kindsmiles/pyvigate Pyvigate: A Python framework that combines headless browsing with LLMs that...	44	Emerging	27	Python
4	Alibaba-NLP/CHRONOS Repo for NAACL 2025 Paper "Unfolding the Headline: Iterative...	37	Emerging	296	Python
5	mytechnotalent/pa A Personal Assistant leveraging Retrieval-Augmented Generation (RAG) and the...	35	Emerging	30	Jupyter Notebook
6	arn-c0de/Crawllama CrawlLama 🦙 is an local AI agent that answers questions via Ollama and...	34	Emerging	14	Python
7	muhd-umer/news-llm NewsLLM is a RAG-based LLM application designed to analyze and summarize...	34	Emerging	10	Python
8	mr-jestin-roy/News-Aggregator-with-Chatbot AI-powered news aggregator with automated collection, categorization and RAG...	33	Emerging	2	TypeScript
9	DivitMittal/DocAssist-LLM RAG-enhanced LLaMa-like transformer neural network based LLM for assistance...	31	Emerging	9	Jupyter Notebook
10	Th-Underscore/dayna_ss Summarization extension for text-generation-webui, combining both general...	30	Emerging	5	Python
11	eauchs/patent-low-bandwidth-ai Backend for my 'Stateful AI over Low-Bandwidth Networks' patent (FR2511116)....	29	Experimental	1	Python
12	malbiruk/PubMedSummarizer LLM-assistant that searches PubMed, retrieves abstracts or full-texts, and...	27	Experimental	5	Python
13	bandirevanth/Briefly AI-powered PDF summarizer (w/ RAG)	27	Experimental	2	Python
14	oztrkoguz/SummativeInfoResearcherAgents This project is an automated research and summarization tool that allows...	27	Experimental	12	Python
15	AshutoshIWNL/code-geassistant I command you... explain this codebase! 👁️‍🗨️	27	Experimental	1	Python
16	ikenai-lab/news-cli AI News CLI: Search, scrape, and fact-check global news from your terminal....	26	Experimental	3	Python
17	MDalamin5/Data2llm-16-Personality-MBTI-Prediction-Pipeline-RAG-LoRA An end-to-end AI pipeline that scrapes LinkedIn profile and post data to...	22	Experimental	3	Jupyter Notebook
18	Smit1400/Research_Summarization_Finetuning_MistralAI_LLM This project seeks to create a comprehensive system for summarising...	22	Experimental	6	Jupyter Notebook
19	olgabelousova2183-art/RAG-Assistant RAG Assistant with OpenAI API integration	21	Experimental	—	Python
20	phitrann/arXivRAG A comprehensive tool designed to enhance the retrieval and generation of...	21	Experimental	13	Python
21	ncdisrup-ai/Virtual-Assistant-LLAMA2-OpenAI-with-specific-knowledge-RAG- Virtual-Assistant LLAMA2/OpenAI with specific knowledge (RAG) in gradio UI.	21	Experimental	10	Jupyter Notebook
22	ako1983/LLM_research_assistant An AI-powered research assistant that leverages Retrieval-Augmented...	21	Experimental	4	Python
23	gabe-zhang/paper2summary Lightweight scientific paper summarizer using LoRA fine-tuning and RAG-based Q&A	21	Experimental	—	Python
24	lookmohan/Simple-RAG-Assistant A simple Retrieval-Augmented Generation (RAG) assistant using vector search...	20	Experimental	1	Jupyter Notebook
25	CalBearKen/Chronicle Chronicle, a news aggregation and analysis system that gathers, processes,...	19	Experimental	4	Python
26	isaccanedo/storm 🚩🚩 An LLM-powered knowledge curation system that researches a topic and...	19	Experimental	3	Python
27	Awrsha/LLM-RAG-Research An integrated AI suite combining intelligent PDF analysis, automated...	19	Experimental	4	HTML
28	fa-se/llm-paper-recommendation-summarization Library for an end-to-end RAG pipeline for the recommendation and...	18	Experimental	2	Python
29	ABDELILAH003/Rag-Document-Assistant Build a Retrieval-Augmented Generation assistant to chat with documents...	17	Experimental	—	Jupyter Notebook
30	daniau23/research_assistant Use of LLMs as a research assistant, capable of not only summarising...	17	Experimental	—	Jupyter Notebook
31	nxank4/kaggle-compass 🧭 Your AI compass for Kaggle. Analyzes competitions and suggests data-driven...	17	Experimental	—	—
32	ahmedshahriar/llm-ghostwriter MLOps-driven LLM RAG assistant that learns your writing style from your...	17	Experimental	—	Python
33	fanitarantsopoulou/ai-news-aggregator A full-stack RAG application that fetches real-time news and generates local...	16	Experimental	4	Vue
34	DidiCi/Projet_assistantRH_LLM HR assistant using LLMs and RAG for document retrieval, analysis, and...	15	Experimental	—	Python
35	dahsie/media-screening This project aims to news papers to manage Supply Chain Risk. News related...	15	Experimental	1	Jupyter Notebook
36	nithinrbharadwaj/CONTENT-RECYCLER Content Recycler — AI-Powered Social Media Post Repurposing. An AI-driven...	14	Experimental	—	Python
37	mtichikawa/llm-data-assistant CSV analysis assistant with rule-based fast path + Anthropic LLM fallback...	14	Experimental	—	Jupyter Notebook
38	akshatminocha/Intelligent-Content-Summarization Content Monitoring & Executive Summarization: A multi-agent AI system to...	14	Experimental	1	—
39	projectvishwagyan-source/LLM-RAG Vishwagyan: A Sovereign Multilingual AI Knowledge Engine for Bharat....	14	Experimental	1	—
40	iam-dante/eda A learning assistant that is document driven	13	Experimental	—	Jupyter Notebook
41	kizmocuDev/content-humanizer 🤖 Transform AI text into engaging, human-like content that improves...	13	Experimental	—	—
42	rafaelladuarte/avesrag-assistant AvesRAG usa LLMs com RAG para identificar aves a partir de descrições escritas.	13	Experimental	—	Python
43	Xachchchch/rag-math-assistant AI assistant for advanced math questions using document retrieval and a...	13	Experimental	—	Jupyter Notebook
44	ChiragandAI/SummerEyes A summarisation assistant powered by voice + RAG + Gen AI	13	Experimental	—	Python
45	Rajsinha7/Text-Summarizer 📝 AI-Powered Wikipedia & Text Summarizer:The Text Summarizer is a Generative...	13	Experimental	—	Python
46	ohmatheus/RealTime_News_Summarizer Using DeepSeek + Langchain for realtime summarizing news from selected web...	11	Experimental	—	Jupyter Notebook
47	GauravDuttaGRK/ai-content-summarizer A content summarizer which is augmented using large language models and...	11	Experimental	—	Python
48	taniaarsya/ask-your-data-RAG-LLM 💡 RAG-based AI assistants for domain-specific business questions using...	11	Experimental	2	Jupyter Notebook
49	nickcarndt/document-summarizer Compare Claude and OpenAI responses side-by-side with a built-in evaluation...	10	Experimental	1	TypeScript
50	snxtyle/RAG-Enhanced-Content-Generator-and-Draft-Polisher This is a Content Refiner Model which will help freelancers or the employees...	10	Experimental	1	Python
51	VladKha/kaggle-competition-assistant Kaggle competition assistant based on RAG	10	Experimental	2	Jupyter Notebook
52	daniel1014/Streamlit_News_Scraping AI-powered news scraping web app integrated with state-of-the-art LLM & RAG	10	Experimental	2	Python