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
آخر تحديث 1/19/2026
النجوم
11
التفرعات
1
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.
التثبيت
$ install --globalskills.sh
الاستخدام
بعد التثبيت، يمكنك استخدام هذه المهارة بتشغيل الأمر التالي في الطرفية:
skills use rag-architecture