What is chunking, and why does it matter for LLMs and agents?

Lukka from Pinecone explains chunking: breaking large documents into smaller, focused pieces that an LLM or AI agent can actually use as context. Think of a book. It’s already divided into chapters, but for an LLM, even a chapter is often too much context at once. Chunking breaks that information down into bite-sized pieces, so when someone asks a question, the most relevant chunk is retrieved and sent to the LLM. Go deeper: https://www.pinecone.io/learn/chunking-strategies/?utm_source=youtube&utm_medium=organic-social&utm_campaign=content_chunking_strategies_video_evergreen&utm_content=video