home/categories/llm-ai/hermeticormus-after-the-third-cup-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.

HermeticOrmus
maintainer
HermeticOrmus
Обновлено 12/31/2025
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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.

Установка
$ install --globalskills.sh
Использование

После установки вы можете использовать этот skill, выполнив следующую команду в терминале:

skills use rag-implementation