home/categories/llm-ai/melodic-software-claude-code-plugins-plugins-systems-design-skills-rag-architecture-skill-md
llm-aidata-ai
rag-architecture
Retrieval-Augmented Generation (RAG) system design patterns, chunking strategies, embedding models, retrieval techniques, and context assembly. Use when designing RAG pipelines, improving retrieval quality, or building knowledge-grounded LLM applications.
maintainer
melodic-software
更新於 1/19/2026
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quick start
Installation and usage
Retrieval-Augmented Generation (RAG) system design patterns, chunking strategies, embedding models, retrieval techniques, and context assembly. Use when designing RAG pipelines, improving retrieval quality, or building knowledge-grounded LLM applications.
安裝
$ install --globalskills.sh
使用
安裝後，您可以透過在終端機執行以下指令來使用此技能：
skills use rag-architecture