Generative AI Learning Projects RAG Tools

Comprehensive learning resources, educational projects, and practical implementations for understanding generative AI fundamentals. Includes university-level study guides, course projects, mini-projects, and hands-on examples. Does NOT include domain-specific RAG applications, production systems, or specialized tools for particular industries.

There are 52 generative ai learning projects tools tracked. 5 score above 50 (established tier). The highest-rated is mongodb-developer/GenAI-Showcase at 63/100 with 4,223 stars. 2 of the top 10 are actively maintained.

Get all 52 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=generative-ai-learning-projects&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	mongodb-developer/GenAI-Showcase GenAI Cookbook	63	Established	4,223	Jupyter Notebook
2	Denis2054/Building-Business-Ready-Generative-AI-Systems This GitHub repository contains the complete code for building...	58	Established	152	Jupyter Notebook
3	SAP-samples/btp-cap-genai-rag Explore this repository for GenAI samples on SAP Business Technology...	58	Established	120	TypeScript
4	deepset-ai/haystack-cookbook 👩🏻‍🍳 A collection of example notebooks using Haystack	55	Established	525	Jupyter Notebook
5	AdilShamim8/GenAI-Roadmap-with-Notes-Using-LangChain A comprehensive learning path and practical guide for Generative AI...	52	Established	42	Jupyter Notebook
6	dmatrix/genai-cookbook A mixture of Gen AI cookbook recipes for Gen AI applications.	48	Emerging	232	Jupyter Notebook
7	mdipietro09/GenerativeAI GenAI & LLM usecases and applications	48	Emerging	172	Jupyter Notebook
8	Yash-Kavaiya/GenAI-Course-notes 📚 Comprehensive collection of notes and resources from Generative AI courses...	45	Emerging	21	—
9	natnew/Awesome-Generative-AI A repository dedicated to showcasing and exploring the fascinating world of...	44	Emerging	25	—
10	zjunlp/OneGen [EMNLP 2024] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.	39	Emerging	147	Python
11	sauravjoshi23/towards-agi A collection of personally developed projects contributing towards the...	38	Emerging	126	Jupyter Notebook
12	h2oai/enterprise-h2ogpte Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe...	37	Emerging	91	Python
13	mohd-faizy/GenAI-with-Langchain-and-Huggingface This repo is the comprehensive guide, covering Langchain integration with...	37	Emerging	3	Jupyter Notebook
14	MIT-Emerging-Talent/ELO2_GREEN_AI 🌱 ELO 2 – Green AI: a collaborative research project exploring efficient and...	36	Emerging	3	Jupyter Notebook
15	a-tabaza/genai_interview_questions Possibly futile attempt at grounding hype with theory and fundamentals	35	Emerging	71	—
16	JerryWu-code/SusGen [NAACL Findings 2025] This is the official repository for SusGen-GPT.	34	Emerging	18	Python
17	konradbjk/talk-building-genai-apps The only prototyping Multi-Agent systems repo you will need, running on dockers	33	Emerging	5	Python
18	aakriti1318/GenAI GenAI Series - RAG, Fine tuning, Agents, Knowledge Graph	31	Emerging	16	Jupyter Notebook
19	sharmapratik88/Generative-AI-Projects Generative AI projects including concepts such as RAG, Fine-tuning,...	30	Emerging	2	Jupyter Notebook
20	SandeepGitGuy/Semantic_Spotter_AI_Project_GenAI_UpGrad_IIITB This Project/Repo is created as part of the Upgrad's AI and ML PG from...	29	Experimental	1	Jupyter Notebook
21	NathanKneT/Master-AI-Chatbot-Course-2024 Practical workshop materials for a graduate-level course on Conversational...	27	Experimental	4	Python
22	mukul-mschauhan/GenerativeAI This repository focuses on Generative AI Projects.	27	Experimental	1	Jupyter Notebook
23	alansastre/genai-agentes Curso de desarrollo de Agentes de IA Generativa para developers.	27	Experimental	1	Jupyter Notebook
24	nnennandukwe/GenAI-Dev-Onboarding-Starter-Kit A playbook and Colab-based demo for helping engineering teams adopt...	26	Experimental	5	Jupyter Notebook
25	Fansesi/Tubitak2204A_2023 Synthesizing classical guitar pieces using custom tokenization and...	22	Experimental	8	Jupyter Notebook
26	nlqthinh/GenAiProject Some jupyter notebook projects about generative ai	22	Experimental	2	Jupyter Notebook
27	dcpatton/GenerativeAI notebooks that demo use of genAI (RAG, AgenticRAG, etc.)	22	Experimental	2	Jupyter Notebook
28	AylinNaebzadeh/Knowledge-Graph-GenAIK-2025 This is the implementation for my paper on GenAIK workshop at COLING 2025.	22	Experimental	1	Jupyter Notebook
29	alonsosilvaallende/2024-IADevs Presentación en la conferencia IADevs 2024: Potenciando la Generación...	21	Experimental	1	Jupyter Notebook
30	artaasd95/GenAI-apps-practices Generative AI Apps Practices – A curated suite of hands-on generative AI...	20	Experimental	5	Python
31	kilimanj4r0/SAIRA SAIRA Project, Generative Artificial Intelligence, Fall 2023, Innopolis University	20	Experimental	6	Jupyter Notebook
32	addytrunks/genai_guide A concise guide for using LangChain to build various AI applications. It...	19	Experimental	1	Jupyter Notebook
33	ayanalamMOON/GenAi_Prep Comprehensive university-level study guide for LLMs, transformers, RLHF, and...	18	Experimental	1	TeX
34	rahulbhatia023/learn-ai This repository contains streamlit powered AI apps to demonstrate various...	18	Experimental	1	Python
35	RahulSaini02/gen-ai-cookbook This repository is organized into modular folders covering core technical...	14	Experimental	1	Jupyter Notebook
36	matty6409/album_cleaner From Chaos to Harmony: A GenAI Solution to Music Library Clutter	14	Experimental	1	Jupyter Notebook
37	SAP/cap-llm-plugin CAP LLM Plugin helps developers create tailored Generative AI based CAP...	13	Experimental	—	JavaScript
38	shubham1chawla/genai-practice Repository for practicing GenAI & RAG examples	13	Experimental	3	Python
39	saadtariq-learning/generative_ai_with_langchain_and_huggingface This repository offers a hands-on guide to mastering Generative AI with...	13	Experimental	—	Jupyter Notebook
40	sdtrkl/personalized-real-estate-agent This project is part of Generative AI Nanodegree by Udacity	13	Experimental	—	Jupyter Notebook
41	Wcoder547/generative-ai-with-python A practical playground for learning generative AI with Python – from basic...	13	Experimental	—	Jupyter Notebook
42	krishnakaushik25/AI-MiniLabs A hands-on collection of experimental AI mini-projects exploring large...	12	Experimental	3	Jupyter Notebook
43	beaver-infra/experiments-genai List of experiments on Gen AI ecosystem	12	Experimental	1	HTML
44	vicperal/AI-GenAI_projects Python projects about LLM and ML use cases. I am using modules such as...	12	Experimental	2	Jupyter Notebook
45	Kokit0/Updated-Langchain-for-GenAI-Pet-project-v2 HOLA! - End-to-end project aims to work with LLMs, covering data handling,...	12	Experimental	1	Jupyter Notebook
46	kaushikmupadhya/genai-from-basics-to-production Learning Generative AI from scratch with step-by-step Google Colab...	11	Experimental	—	Jupyter Notebook
47	panktishah62/genai-tinkerlab This repository is a comprehensive collection of projects exploring various...	11	Experimental	2	Jupyter Notebook
48	yug95/Gen-AI Gen AI from basic to advance	11	Experimental	2	Jupyter Notebook
49	derrickqin/gdg-melbourne-feb2024-talk Source code from my GDG Melbourne Feb2024 talk	11	Experimental	—	Jupyter Notebook
50	Arbazkhan-cs/GenAI 🤖 GenAI: A modular LangChain ⚙️ playground with real-world examples on...	10	Experimental	1	Jupyter Notebook
51	motorfunnydev/GenerativeAI-Agents-Rag GenAI & LLM usecases and applications	10	Experimental	1	Jupyter Notebook
52	ElsonFilho/GenAI Comprehensive Generative AI and LLMs - transformers, RAG, fine-tuning, and...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

GenAI-Showcase and genai-cookbook (63 vs 48) GenAI-Showcase and GenerativeAI (63 vs 48) GenAI-Showcase and GenAI (63 vs 31) GenAI-Roadmap-with-Notes-Using-LangChain and GenAI-with-Langchain-and-Huggingface (52 vs 37)