Context and Retrieval · Retrieval components

Chunking

Video + articles

Video

The 5 Levels Of Text Splitting For Retrieval

Greg Kamradt · 1 hr 9 min · January 8, 2024

Articles

Evaluating Chunking Strategies for Retrieval

Chroma · Brandon Smith, Anton Troynikov · July 3, 2024

Chunking Strategies to Improve LLM RAG Pipeline Performance

Weaviate · Femke Plantinga, Victoria Slocum · September 4, 2025

Chunking Strategies for LLM Applications

Pinecone · Roie Schwaber-Cohen, Arjun Patel · June 28, 2025

Supplementary

RAG Chunking Strategies Benchmark - LlamaIndex + pgvector 2026

Alex Hanhaliuk · 10 min · April 11, 2026