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📚 从零开始构建大模型
32K starsMay 6, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/happy-llmAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
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
📚 从零开始构建大模型
$ npx skills add datawhalechina/happy-llm📚 《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-agentsA modular graph-based Retrieval-Augmented Generation (RAG) system
$ npx skills add microsoft/graphragGive AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, that helps you build agentic GenBI, text-to-sql, dashboards, and agentic analytics.
$ npx skills add Canner/WrenAIReady-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-appConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.
$ npx skills add ConardLi/garden-skills✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
$ npx skills add AccumulateMore/CVReMe: Memory Management Kit for Agents - Remember Me, Refine Me.
$ npx skills add agentscope-ai/ReMeYour AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
$ npx skills add khoj-ai/khoj100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
$ npx skills add Shubhamsaboo/awesome-llm-appsOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
$ npx skills add deepset-ai/haystackLlamaIndex is the leading document agent and OCR platform
$ npx skills add run-llama/llama_indexBuild Real-Time Knowledge Graphs for AI Agents
$ npx skills add getzep/graphitiOpen Source AI Platform - AI Chat with advanced features that works with every LLM
$ npx skills add onyx-dot-app/onyxTest your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.
$ npx skills add promptfoo/promptfooAn open-source RAG-based tool for chatting with your documents.
$ npx skills add Cinnamon/kotaemonHow 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 LLMForEverybody 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.