home/categories/machine-learning/tkhongsap-llama-index-rag-pipeline-claude-skills-optimizing-rag-skill-md
machine-learningdata-ai
optimizing-rag
Optimize RAG performance with reranking, caching, parallel processing, and production deployment patterns. Use when improving retrieval quality, adding rerankers, deploying to production, implementing caching strategies, or optimizing for scale and latency.
maintainer
tkhongsap
更新於 10/30/2025
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quick start
Installation and usage
Optimize RAG performance with reranking, caching, parallel processing, and production deployment patterns. Use when improving retrieval quality, adding rerankers, deploying to production, implementing caching strategies, or optimizing for scale and latency.
安裝
$ install --globalskills.sh
使用
安裝後，您可以透過在終端機執行以下指令來使用此技能：
skills use optimizing-rag