home/categories/llm-ai/doanchienthangdev-omgkit-plugin-skills-ai-engineering-rag-systems-skill-md
llm-aidata-ai

rag-systems

Retrieval-Augmented Generation - chunking strategies, embedding, vector search, hybrid retrieval, reranking, query transformation. Use when building RAG pipelines, knowledge bases, or context-augmented applications.

doanchienthangdev
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doanchienthangdev
Updated 1/8/2026
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quick start

Installation and usage

Retrieval-Augmented Generation - chunking strategies, embedding, vector search, hybrid retrieval, reranking, query transformation. Use when building RAG pipelines, knowledge bases, or context-augmented applications.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use rag-systems