Research Paper RAG Embedding Tools

Tools for analyzing, retrieving, and synthesizing information from academic research papers and literature using embeddings, semantic search, and retrieval-augmented generation. Does NOT include general document RAG, quiz generation, or non-academic knowledge bases.

There are 50 research paper rag tools tracked. The highest-rated is Atik203/Scholar-Flow at 43/100 with 4 stars.

Get all 50 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=research-paper-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	Atik203/Scholar-Flow ScholarFlow is a SaaS platform designed for researchers, students,...	43	Emerging	4	TypeScript
2	balajivis/sutra-mas 36,299 multi-agent systems papers collected, 17,969 analyzed with...	41	Emerging	23	Python
3	sanketjadhav09/ClearClause-Legal-AI-Assistant ClearClause: A Legal AI Assistant using Google Gemini API for QnA,...	40	Emerging	5	Python
4	matte1782/lecture-mind VL-JEPA Lecture Summarizer - Event-aware lecture summarization using...	39	Emerging	2	JavaScript
5	travisbreaks/deep-cuts AI-powered media intelligence pipeline. Ingests YouTube/podcast content,...	34	Emerging	1	TypeScript
6	smsharma/AIrXiv AI-powered arXiv research assistant prototype.	33	Emerging	72	Python
7	machinelearningZH/deep-research Powerful, automated research and analysis across your own document collections.	32	Emerging	12	Python
8	ggrbipin/AI-Research-Assistant 🤖 Enhance your research efficiency with an AI-powered assistant that...	31	Emerging	2	Python
9	Dia1n1a/AI-Summarizer 🛠️ Summarize text, audio, and video content efficiently with our AI-powered...	26	Experimental	1	Python
10	patw/FactWeave Facts are all you need! Blog without writing, blog with just facts.	24	Experimental	1	Python
11	EphraimAsad/Aegis Provider-agnostic AI research orchestration platform for literature reviews,...	23	Experimental	1	Python
12	SWARNIM-TIWARI/autonomous-research-scientist An autonomous pipeline that analyzes ArXiv papers: extracts key assumptions,...	22	Experimental	—	Python
13	22AD040/smart-academic-assistant Smart AI learning assistant that transforms PDFs and queries into structured...	22	Experimental	—	Python
14	MafiAtUN/un-webcast-analyzer AI-powered platform for analyzing UN WebTV sessions with automated...	22	Experimental	3	Python
15	astraedus/scout AI-powered company research agent. Dual Amazon Nova models (Nova 2 Lite +...	22	Experimental	—	Python
16	William-Ger/AI_Therapist Utilizing OpenAI's GPT-4 and txtai embeddings, this script generates...	21	Experimental	1	Python
17	atsu4i/PaperManager_PaperSearcher 医学論文PDF自動解析・Notion登録システム & セマンティック検索アプリ \| Gemma API + ChromaDB + UMAP	21	Experimental	—	Python
18	atsu4i/ArticleFinder 医学研究者のための論文探索支援ツール。関連論文を自動収集し、AIで関連性を評価。引用ネットワークとセマンティックマップの可視化により、重要な論文を効率的に発見できます。	21	Experimental	—	Python
19	ruvest/vergabe-radar 📊 Collects and processes German public procurement data for precise,...	21	Experimental	—	HTML
20	leelesemann-sys/vergabe-radar German public procurement radar - automated ingestion, search & analysis of...	21	Experimental	—	HTML
21	ViFerX/Research-Assistant 📚 Automate academic research workflows from literature discovery to...	21	Experimental	—	JavaScript
22	jusunkim328/terra-incognita Autonomous research gap detection agent built on Elasticsearch Agent...	21	Experimental	—	Python
23	koradripless624/un-webcast-analyzer 📊 Transform UN WebTV sessions into structured insights with AI-driven...	21	Experimental	—	Python
24	dcarpintero/athena Scientific Research Assistant built with LLMs, Retrieval Augmented...	20	Experimental	6	Python
25	r4stin/support-memory-weave LLM-powered FastAPI service for structuring unstructured customer-support...	20	Experimental	1	Python
26	akshaldhal/AI-Presentation-Control-System An AI-powered system that automatically controls presentation slides based...	18	Experimental	2	Python
27	AmmarAhm3d/cross-publication-insight-assistant This project provides NLP pipelines for cross-publication literature...	18	Experimental	1	Python
28	zaidshaikh987/Intell-Weave Intell Weave is a production-minded, scalable news platform that ingests the...	18	Experimental	1	Python
29	iamvisheshsrivastava/AdvocateAI AI-powered platform connecting users with legal professionals using semantic...	17	Experimental	6	Dart
30	ChildWerapol/EU-Intelligence-Hub European News Intelligence Hub with AI-powered sentiment analysis, semantic...	17	Experimental	—	Python
31	PranavMishra17/comment-probe-ai An assesment project for - multi-agent comment analysis system featuring...	17	Experimental	—	Python
32	Samarth-S-Shetty/ticket-triage-agent AI-powered ticket triage system using LLM extraction + embedding search ...	16	Experimental	1	Python
33	amanrss/smart-assistant-genai AI-powered assistant for summarizing, querying, and evaluating research...	15	Experimental	—	Python
34	jaygaha/laravel-ai-quiz-engine AI-powered quiz and exam platform built with Laravel 12 + Laravel AI SDK....	14	Experimental	—	PHP
35	swati-mishra07/multi-agent-research-system AI-powered research assistant using NLP, semantic search, and knowledge graphs.	14	Experimental	—	Python
36	Naresh1401/Meeting-intelligent-platform Extract structured intelligence from meeting transcripts: action items,...	14	Experimental	—	Python
37	mj3b/navo NAVO is a lightweight AI-powered knowledge bot for Microsoft Teams. It...	14	Experimental	1	Python
38	muazhari/research-assistant-mini Research Assistant Mini App	14	Experimental	8	Python
39	Nagavenkatasai7/Research-Paper-Discovery-System AI-powered academic paper discovery and analysis system with multi-agent...	13	Experimental	—	Python
40	Sivarohitk/Idea2Paper local-first pipeline that turns notes into a research-style draft: extract...	13	Experimental	7	Python
41	denmark0128/smart-academic-repository A repository for academic papers with semantic search and automatic tagging...	13	Experimental	—	JavaScript
42	KushagraB424/Research_Assistant Full-stack AI app where you can upload research PDFs and ask questions about...	13	Experimental	—	JavaScript
43	tristan-mcinnis/qualicoder AI-powered qualitative research analysis system for market research transcripts	13	Experimental	—	Python
44	muaazl/stu-learn An AI-powered research workspace that transforms PDFs into a queryable...	12	Experimental	1	TypeScript
45	ankraj1234/PaperStack Smart research paper manager with metadata extraction, in-browser reading,...	11	Experimental	2	Jupyter Notebook
46	Tactara/deep-research-agent A multi-agent AI research assistant built with OpenAI Agents SDK and...	11	Experimental	1	Python
47	Hasan8123/Research-Agent Viewed README.md:1-192 This Research Agent is an AI-powered tool that uses...	11	Experimental	—	Python
48	kalpeshgajare/shodhak-AI_ResearchAssistant Shodhak - an AI-powered research assistant that helps you analyze and ask...	10	Experimental	1	Python
49	GigaParsers/.github Giga Parsers 🦾😎	10	Experimental	2	—
50	Rroopesh55/speak-note-code An end-to-end AI pipeline that transcribes doctor–patient conversations,...	10	Experimental	1	Python