Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...
Most vector search systems struggle with a basic problem: how to break complex documents into searchable pieces. The typical approach is to split text into fixed size chunks of 200 to 500 tokens, this ...
What is Chunking and Why is it Important? Academically speaking, chunking is essentially the breaking down and selective grouping of the content you want your students to learn. OK, but why is that ...