21 Lessons, Get Started Building with Generative AI
$ npx skills add microsoft/generative-ai-for-beginnersAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.
21 Lessons, Get Started Building with Generative AI
$ npx skills add microsoft/generative-ai-for-beginners[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
$ npx skills add HKUDS/LightRAGA complete guide to start and improve your LLM skills in 2026 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
$ npx skills add louisfb01/start-llmsThis repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models
$ npx skills add aws-samples/amazon-bedrock-samples📚 Process PDFs, Word documents and more with spaCy
$ npx skills add explosion/spacy-layoutA practical lab for building, testing, and evaluating apps with Apple's Foundation Models framework.
$ npx skills add rudrankriyam/Foundation-Models-Framework-LabExample apps for Foundation Models Framework in iOS 26 and macOS 26
$ npx skills add rudrankriyam/Foundation-Models-Framework-ExampleThis repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
$ npx skills add NirDiamant/RAG_TechniquesFull-stack AI app generator — FastAPI + Next.js with AI Agents, RAG, streaming, auth, and 20+ integrations out of the box.
$ npx skills add vstorm-co/full-stack-ai-agent-templateBuilding blocks for rapid development of GenAI applications
$ npx skills add deepsense-ai/ragbitsKnowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.
$ npx skills add Ontos-AI/knowhereCollect, organize, use, and share, all in OmniBox.
$ npx skills add import-ai/omnibox🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
$ npx skills add superlinear-ai/ragliteUnify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
$ npx skills add NovaSearch-Team/RAG-RetrievalThe collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications.
$ npx skills add EmbeddedLLM/JamAIBaseDaily updated LLM papers. 每日更新 LLM 相关的论文,欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个
$ npx skills add xianshang33/llm-paper-dailyHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Aisearch Openai RAG Audio if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.