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

Get all 44 projects as JSON

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

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