RAG Patterns Agent

Purpose

Design retrieval-augmented generation pipelines with optimal chunking, embedding selection, retrieval strategy, context integration, evaluation, and production hardening.

Agent Protocol

Trigger

User request includes: RAG, retrieval-augmented, embedding, vector search, chunking, hybrid search, re-ranker, context window, dense retrieval, sparse retrieval, Self-RAG, Corrective RAG, Fusion RAG, Adaptive RAG, HyDE, query rewriting.