Use a decision-tree approach to choose a chunking strategy for your LLM applications.
A six-question decision tree for choosing retrieval-augmented generation chunking strategies by structure, cost, needs, and failure signals.
vector search
Your RAG Demo Seemed Flawless—Until a Real User Arrived.
A four-part LangChain guide shows how to diagnose and fix RAG retrieval failures in chunking, embeddings, query handling, ranking, and data quality.