RAG - Chunking

What is chunking Chunking is the process of breaking data into smaller pieces called chunks. Chunking happens before the data is fed into an embedding model, which converts each chunk into a vector (point) and stores the converted vectors in a vector database. Why chunking Matters in RAG Data can contain different types of context while still relating to the same topic. From the above example, we may have a paragraph related to the Redis database that contains multiple contexts. An embedding mod