home/categories/llm-ai/tkhongsap-llama-index-rag-pipeline-claude-skills-implementing-rag-skill-md
llm-aidata-ai

implementing-rag

Set up RAG pipelines with document chunking, embedding generation, and retrieval strategies using LlamaIndex. Use when building new RAG systems, choosing chunking approaches, selecting embedding models, or implementing vector/hybrid retrieval for src/ or src-iLand/ pipelines.

tkhongsap
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tkhongsap
Updated 10/30/2025
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quick start

Installation and usage

Set up RAG pipelines with document chunking, embedding generation, and retrieval strategies using LlamaIndex. Use when building new RAG systems, choosing chunking approaches, selecting embedding models, or implementing vector/hybrid retrieval for src/ or src-iLand/ pipelines.

Installation
$ install --globalskills.sh
Usage

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

skills use implementing-rag