How-ToDevelopersJuly 6, 2026
Pruning RAG context down to what the answer actually needs

Kapa.ai introduces a method to prune RAG context to only include relevant chunks, reducing token usage and improving answer accuracy. The approach uses a combination of relevance scoring and question decomposition to filter out unnecessary context.