Generative AI Learning Vector Databases

Educational repositories, tutorials, and hands-on projects for learning generative AI, LLMs, and related techniques from foundational concepts to advanced applications. Does NOT include production tools, specialized domain applications (medical, legal, financial), or vector database implementations.

There are 38 generative ai learning tools tracked. 1 score above 70 (verified tier). The highest-rated is firebase/genkit at 91/100 with 5,641 stars and 1,098,761 monthly downloads. 1 of the top 10 are actively maintained.

Get all 38 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	firebase/genkit Open-source framework for building AI-powered apps in JavaScript, Go, and...	91	Verified	5,641	TypeScript
2	oracle/ai-optimizer GenAI/RAG Optimizer and Toolkit for experimentation using Oracle Database AI...	52	Established	84	Python
3	NeumTry/NeumAI Neum AI is a best-in-class framework to manage the creation and...	48	Emerging	867	Python
4	garyblankenship/awesome-php-ai A curated list of PHP libraries and tools for AI, Machine Learning, and...	35	Emerging	37	—
5	pmady/llmops 🚀 The Ultimate Curated List of LLMOps Tools, Frameworks, and Resources - A...	32	Emerging	1	Shell
6	altengineer/awesome-ai-repositories A curated list of open source repositories for AI Engineers	31	Emerging	127	—
7	upgundecha/applied-ai A repository of curated use cases, articles, blogs, videos on how companies...	30	Emerging	13	JavaScript
8	Md-Emon-Hasan/Gen-AI-on-going Generative AI (Gen AI) is a branch of artificial intelligence that creates...	29	Experimental	2	Jupyter Notebook
9	MDalamin5/Generative-AI-with-Lancgchain-and-Huggingface Generative-AI-with-Langchain-and-Huggingface explores cutting-edge...	29	Experimental	3	Jupyter Notebook
10	geminii01/kaggle-genai-intensive-course [Kaggle] 5-Day Gen AI Intensive Course with Google	28	Experimental	5	Jupyter Notebook
11	maksystem2025/GenAI-Course-Repo Explore a comprehensive collection of hands-on-tutorials, examples and note...	27	Experimental	1	Jupyter Notebook
12	Sankalpsp21/query-corner Tailor-made Generative AI prompts that you can use to accelerate your...	25	Experimental	4	TypeScript
13	mortensi/phpilot Yet another PHP GenAI chatbot	25	Experimental	5	PHP
14	LuluW8071/Generative-AI Learn GenAI by integrating OpenAI GPT, Google Gemini, Ollama and HuggingFace...	22	Experimental	4	Jupyter Notebook
15	Think2Steer/mini-gpt-pytorch A hands-on PyTorch project to understand GPT building blocks from scratch:...	22	Experimental	—	Python
16	BlessedForever04/Automated-Mortgage-Loan-System GenAi based mortgage loan automated system which removes all the manual...	21	Experimental	1	Jupyter Notebook
17	datastax/genkitx-astra-db A Genkit plugin for Astra DB for building RAG applications	21	Experimental	4	TypeScript
18	pankaj-kaushik/gen-ai-beginner-projects Hands-on beginner-friendly Generative AI projects covering Prompt...	19	Experimental	—	Python
19	edwardtay/awesome-ai A curated list of 400+ AI APIs, tools, frameworks, and platforms across 40+...	19	Experimental	—	—
20	thush-lp/awesome-ai-ops A curated list of open-source AI ops (operations) tools.	19	Experimental	—	—
21	DEVESH-001/Generative-Ai Explore clean, cutting-edge Generative-AI code—innovate, learn, and build...	18	Experimental	3	JavaScript
22	RATHOD-SHUBHAM/GenAI-2 This repository is my platform to learn, experiment, and innovate with LLMs....	17	Experimental	4	Jupyter Notebook
23	sayande01/GenAI_LLM_Marathon A hands-on journey into Generative AI and large language models. Explore...	16	Experimental	3	Jupyter Notebook
24	DanieldfMedina/GenAI-Course-Repo 🚀 Explore hands-on examples and tutorials on Generative AI using Langchain...	16	Experimental	—	C++
25	devotuoma/Generative-AI-Engineering IBM Generative AI Engineering Professional Certificate	16	Experimental	2	JavaScript
26	sefineh-ai/DeepMind-Coders A complete, structured Python and AI curriculum covering Python, Machine...	15	Experimental	1	—
27	natenberenstein/deep-dive-llms Knowledge base covering Large Language Models, Retrieval-Augmented...	14	Experimental	—	—
28	Alexreye/advance-nlp-generative-ai 🤖 Explore advanced NLP techniques and generative AI tools for real-world...	14	Experimental	—	—
29	chandra-vv/genai_portfolio Generative AI Engineering Portfolio — RAG, Memory, Agents, LangChain, LangGraph	13	Experimental	2	Python
30	Irfan140/Generative-AI This Repo inlcudes all my learnings in GenAI and LLM path. It inlcudes...	13	Experimental	—	Jupyter Notebook
31	Adity-star/Generative-AI Curated resources and projects exploring diverse concepts in generative AI.	12	Experimental	1	Python
32	rehan-adi/wanderlust AI Image & Code Generator – Generate images from text prompts and get code...	12	Experimental	1	TypeScript
33	akshay-kamath/personal-projects The projects which made by me while self learning.	12	Experimental	1	Jupyter Notebook
34	Natanaelvich/ai-studies A comprehensive study guide covering Python for JS developers, LLM APIs...	12	Experimental	1	—
35	thekishandev/GenAI 🚀 My Learning from 5-Day Gen AI Intensive Course with Google	12	Experimental	1	Jupyter Notebook
36	omkar703/GEN_AI GEN_AI (AI-powered applications)	11	Experimental	—	Jupyter Notebook
37	deypadma2020/GenAIPractice ✏️ Practice repository for exploring generative AI, vector databases,...	11	Experimental	—	Jupyter Notebook
38	player29879/NEUM-AI Neum AI is a best-in-class framework to manage the creation and...	10	Experimental	1	Python

Comparisons in this category

genkit and genkitx-astra-db (91 vs 21)