RAG shines when your application needs external knowledge. Choose RAG when:
- Information changes frequently (product catalogs, documentation, news)
- You need to cite sources
- Your knowledge base is too large to fine-tune into the model
- You need real-time or proprietary data
RAG retrieves relevant chunks and includes them in the prompt. The model reasons over retrieved content without memorizing it.