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 70 generative ai learning projects tools tracked. 3 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 70 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=generative-ai-learning-projects&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	mongodb-developer/GenAI-Showcase GenAI Cookbook	63	Established	4,223	Jupyter Notebook
2	SAP-samples/btp-cap-genai-rag Explore this repository for GenAI samples on SAP Business Technology...	54	Established	120	TypeScript
3	Denis2054/Building-Business-Ready-Generative-AI-Systems This GitHub repository contains the complete code for building...	51	Established	152	Jupyter Notebook
4	deepset-ai/haystack-cookbook 👩🏻‍🍳 A collection of example notebooks using Haystack	48	Emerging	525	Jupyter Notebook
5	AdilShamim8/GenAI-Roadmap-with-Notes-Using-LangChain A comprehensive learning path and practical guide for Generative AI...	46	Emerging	42	Jupyter Notebook
6	dmatrix/genai-cookbook A mixture of Gen AI cookbook recipes for Gen AI applications.	41	Emerging	232	Jupyter Notebook
7	mdipietro09/GenerativeAI GenAI & LLM usecases and applications	41	Emerging	172	Jupyter Notebook
8	natnew/Awesome-Generative-AI A repository dedicated to showcasing and exploring the fascinating world of...	41	Emerging	25	—
9	dlwhyte/GenAI_foundry GenAI	38	Emerging	7	Python
10	Yash-Kavaiya/GenAI-Course-notes 📚 Comprehensive collection of notes and resources from Generative AI courses...	38	Emerging	21	—
11	QubridAI-Inc/qubrid-cookbook A collection of recipes/notebooks showcasing use-cases of open-source models...	36	Emerging	8	Python
12	mohd-faizy/GenAI-with-Langchain-and-Huggingface This repo is the comprehensive guide, covering Langchain integration with...	34	Emerging	3	Jupyter Notebook
13	zjunlp/OneGen [EMNLP 2024] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.	32	Emerging	147	Python
14	sauravjoshi23/towards-agi A collection of personally developed projects contributing towards the...	31	Emerging	126	Jupyter Notebook
15	ayoolaolafenwa/GenAI-Courses A collection of courses on different topics in Generative AI.	31	Emerging	4	Jupyter Notebook
16	MIT-Emerging-Talent/ELO2_GREEN_AI 🌱 ELO 2 – Green AI: a collaborative research project exploring efficient and...	30	Emerging	3	Jupyter Notebook
17	h2oai/enterprise-h2ogpte Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe...	30	Emerging	91	Python
18	shaheennabi/Generative-AI-Practices-and-Mini-Projects Generative AI Practices and Mini-Projects: A hands-on repository for...	29	Experimental	8	Jupyter Notebook
19	mxagar/generative_ai_udacity My personal notes, code and projects of the Udacity Generative AI Nanodegree.	29	Experimental	5	Jupyter Notebook
20	mukul-mschauhan/GenerativeAI This repository focuses on Generative AI Projects.	28	Experimental	1	Jupyter Notebook
21	alansastre/genai-agentes Curso de desarrollo de Agentes de IA Generativa para developers.	28	Experimental	1	Jupyter Notebook
22	a-tabaza/genai_interview_questions Possibly futile attempt at grounding hype with theory and fundamentals	28	Experimental	71	—
23	tatwan/handson-genai This is a a hands-on course teaching GenAI Foundations including Deep...	27	Experimental	4	Jupyter Notebook
24	JerryWu-code/SusGen [NAACL Findings 2025] This is the official repository for SusGen-GPT.	27	Experimental	18	Python
25	konradbjk/talk-building-genai-apps The only prototyping Multi-Agent systems repo you will need, running on dockers	26	Experimental	5	Python
26	sharmapratik88/Generative-AI-Projects Generative AI projects including concepts such as RAG, Fine-tuning,...	25	Experimental	2	Jupyter Notebook
27	marcoslupion/curso-introduccion-ia-generativa Curso "Introducción al uso de la inteligencia artificial generativa",...	24	Experimental	2	Jupyter Notebook
28	aakriti1318/GenAI GenAI Series - RAG, Fine tuning, Agents, Knowledge Graph	24	Experimental	16	Jupyter Notebook
29	AylinNaebzadeh/Knowledge-Graph-GenAIK-2025 This is the implementation for my paper on GenAIK workshop at COLING 2025.	23	Experimental	1	Jupyter Notebook
30	jbsoftware-io/gen-ai-starter A starting point for building custom LLM apps using Open Source tooling and...	22	Experimental	3	Python
31	nazmul-1117/Generative-AI A collection of experiments, cookbooks, and projects exploring Generative AI...	22	Experimental	—	Jupyter Notebook
32	SandeepGitGuy/Semantic_Spotter_AI_Project_GenAI_UpGrad_IIITB This Project/Repo is created as part of the Upgrad's AI and ML PG from...	22	Experimental	1	Jupyter Notebook
33	thomasruegg/generative-excel-data-assistant GEDA (Generative Excel Data Assistant) is an intelligent Python-based...	20	Experimental	6	Python
34	nnennandukwe/GenAI-Dev-Onboarding-Starter-Kit A playbook and Colab-based demo for helping engineering teams adopt...	20	Experimental	5	Jupyter Notebook
35	NathanKneT/Master-AI-Chatbot-Course-2024 Practical workshop materials for a graduate-level course on Conversational...	20	Experimental	4	Python
36	heamlk/GenAI-apps-practices Generative AI Apps Practices – A curated suite of hands-on generative AI...	19	Experimental	—	Python
37	Wyuneed/merak-genai ✦ MERAK (Map · Equip · Refine · Armor · Kindle) — An open-source framework...	19	Experimental	—	HTML
38	sahaavi/generative-ai Serves as a knowledge base for my exploration and learning journey in the...	19	Experimental	—	Jupyter Notebook
39	dcpatton/GenerativeAI notebooks that demo use of genAI (RAG, AgenticRAG, etc.)	17	Experimental	2	Jupyter Notebook
40	alansastre/genai-sdks Curso de SDKs de IA Generativa para developers.	17	Experimental	—	Jupyter Notebook
41	Bradox54/Generative-AI-Projects temThis repository contains Gen AI projects that performs different tasks	17	Experimental	3	—
42	matty6409/album_cleaner From Chaos to Harmony: A GenAI Solution to Music Library Clutter	16	Experimental	1	Jupyter Notebook
43	ayanalamMOON/GenAi_Prep Comprehensive university-level study guide for LLMs, transformers, RLHF, and...	16	Experimental	1	TeX
44	rahulbhatia023/learn-ai This repository contains streamlit powered AI apps to demonstrate various...	16	Experimental	1	Python
45	dungna13/iterative-image-refinement Autonomous multi-agent framework for self-correcting image synthesis using...	16	Experimental	2	Python
46	Fansesi/Tubitak2204A_2023 Synthesizing classical guitar pieces using custom tokenization and...	15	Experimental	8	Jupyter Notebook
47	nlqthinh/GenAiProject Some jupyter notebook projects about generative ai	15	Experimental	2	Jupyter Notebook
48	openknowledge/workshop-genai-prompt-to-agent Students material for a full day hands-on workshop on GenAI.	15	Experimental	—	Jupyter Notebook
49	NnennaAI/NnennaAI End-to-end GenAI framework with built-in evaluation, security, and modular...	14	Experimental	4	Python
50	alonsosilvaallende/2024-IADevs Presentación en la conferencia IADevs 2024: Potenciando la Generación...	14	Experimental	1	Jupyter Notebook
51	saadtariq-learning/generative_ai_with_langchain_and_huggingface This repository offers a hands-on guide to mastering Generative AI with...	14	Experimental	—	Jupyter Notebook
52	sanikamal/gcp-ai-projects Explore and implement powerful AI and Machine Learning solutions using...	13	Experimental	—	Jupyter Notebook
53	Ruthvik-1411/GenAI-Projects Collection of some interesting Generative AI usecases implementation.	13	Experimental	2	Jupyter Notebook
54	artaasd95/GenAI-apps-practices Generative AI Apps Practices – A curated suite of hands-on generative AI...	13	Experimental	5	Python
55	kilimanj4r0/SAIRA SAIRA Project, Generative Artificial Intelligence, Fall 2023, Innopolis University	13	Experimental	6	Jupyter Notebook
56	RahulSaini02/gen-ai-cookbook This repository is organized into modular folders covering core technical...	12	Experimental	1	Jupyter Notebook
57	addytrunks/genai_guide A concise guide for using LangChain to build various AI applications. It...	12	Experimental	1	Jupyter Notebook
58	AkhilaArram/aiml_genai_projects Real-world AI, ML & Generative AI projects using Python, LLMs, RAG,...	11	Experimental	—	Python
59	SAP/cap-llm-plugin CAP LLM Plugin helps developers create tailored Generative AI based CAP...	11	Experimental	—	JavaScript
60	huseyincenik/generative_ai Generative AI Repository	11	Experimental	—	Jupyter Notebook
61	Wcoder547/generative-ai-with-python A practical playground for learning generative AI with Python – from basic...	11	Experimental	—	Jupyter Notebook
62	Divyansh-Purohit/Gen-AI-Basics This repository contains code for building generative AI applications and...	11	Experimental	—	Jupyter Notebook
63	RIT-MESH/Generative-AI Generative-AI theory and projects	11	Experimental	—	Jupyter Notebook
64	sdtrkl/personalized-real-estate-agent This project is part of Generative AI Nanodegree by Udacity	11	Experimental	—	Jupyter Notebook
65	xixarito/NextGen-Dev-AI Next-Gen Coding: Desarrollo de Software con IA Generativ	11	Experimental	—	Jupyter Notebook
66	BrijeshRakhasiya/Generative-AI A modular Generative AI showcase featuring chatbot agents, RAG pipelines,...	11	Experimental	—	Jupyter Notebook
67	Kokit0/Updated-Langchain-for-GenAI-Pet-project-v2 HOLA! - End-to-end project aims to work with LLMs, covering data handling,...	10	Experimental	1	Jupyter Notebook
68	SandeepGitGuy/HelpMate_AI_Project_GenAI_UpGrad_IIITB This Project/Repo is created as part of the Upgrad's AI and ML PG from...	10	Experimental	1	Jupyter Notebook
69	beaver-infra/experiments-genai List of experiments on Gen AI ecosystem	10	Experimental	1	HTML
70	galactic-plane/genaiops-project The genaiops-project repository is designed to streamline the implementation...	10	Experimental	1	Bicep

Comparisons in this category

GenAI-Showcase and genai-cookbook (63 vs 41) GenAI-Showcase and GenerativeAI (63 vs 41) Building-Business-Ready-Generative-AI-Systems and GenerativeAI (51 vs 28) GenAI-Course-notes and GenAI-Courses (38 vs 31)