Retrieval-augmented generation for code search in large monorepos
Code search in large monorepos fails at scale with keyword matching alone — this guide builds a RAG pipeline with chunk-aware code embeddings, a pgvector index, and a Claude-powered answer layer that understands cross-file context and returns accurate, cited answers to developer questions
ragcode-searchembeddingsmonorepovector-database
16 July 2026