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
Updated 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.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use optimizing-rag