Best Practices for Chunking in RAG Systems
An introduction to RAG chunking design, progressing from fixed chunks to structural, contextualized, and evaluation-driven approaches.
ContextualRetrieval
RAG Chunking Best-Practices Guide
Drawing on benchmarks and industry practice from multiple organizations, this guide presents default RAG chunking settings, parameter-tuning methods, and strategies for different document types.
Notes on Anthropic's Contextual Retrieval
Starting from Anthropic’s Contextual Retrieval article and Appendix II, these notes summarize the core method, experimental findings, and RAG architecture principles suitable for production.
Essential Reading for Contextual Retrieval and RAG
A curated list of ten high-value articles on Contextual Retrieval, Context Engineering, and RAG evaluation, spanning Anthropic’s original publications, open-source implementation guides, and a review of 2025 trends.