Build RAG systems: document chunking strategies, embedding selection, vector store setup, retrieval optimization, reranking, and evaluation metrics.
When to use this skill
- Building a RAG pipeline
- Choosing an embedding model
- Optimizing retrieval quality
Core concepts
This skill provides guidance on rag patterns best practices, patterns, and common pitfalls. It is designed to be loaded on demand when a relevant task is detected.
Installation
curl -LO https://opencodeskills.dev/downloads/data/rag-patterns.zip
unzip rag-patterns.zip -d ~/.config/opencode/skills/Restart OpenCode — the skill loads automatically.
When it triggers
- building a RAG pipeline
- choosing an embedding model
- optimizing retrieval quality