Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Everything you need to know to build your own RAG application
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
$ npx skills add pathwaycom/llm-app📚 从零开始构建大模型
$ npx skills add datawhalechina/happy-llmCurated list of the best truly open-source AI projects, models, tools, and infrastructure.
$ npx skills add alvinreal/awesome-opensource-ai每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈
$ npx skills add luhengshiwo/LLMForEverybodyA community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
$ npx skills add Andrew-Jang/RAGHubGenerative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
$ npx skills add NVIDIA/GenerativeAIExamplesOpenKB: Open LLM Knowledge Base
$ npx skills add VectifyAI/OpenKB[EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.
$ npx skills add BAI-LAB/MemoryOSDynamiq is an orchestration framework for agentic AI and LLM applications
$ npx skills add dynamiq-ai/dynamiqA modular graph-based Retrieval-Augmented Generation (RAG) system
$ npx skills add microsoft/graphragAn open-source RAG-based tool for chatting with your documents.
$ npx skills add Cinnamon/kotaemonOpen Source AI Platform - AI Chat with advanced features that works with every LLM
$ npx skills add onyx-dot-app/onyxLarge Action Model framework to develop AI Web Agents
$ npx skills add lavague-ai/LaVague📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
$ npx skills add datawhalechina/hello-agents[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
$ npx skills add yichuan-w/LEANN[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
$ npx skills add StarTrail-org/LEANNHow 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 BRAG Langchain 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.