home/categories/llm-ai/wshobson-agents-plugins-llm-application-dev-skills-rag-implementation-skill-md
llm-aidata-ai
rag-implementation
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.
maintainer
wshobson
更新于 3/7/2026
星标
33377
分支
3622
quick start
Installation and usage
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.
安装
$ install --globalskills.sh
使用
安装后，您可以通过在终端运行以下命令来使用此技能：
skills use rag-implementation