Pattern

Contextual chunk embedding (Contextual Retrieval, late chunking, contextualized-chunk models)

Embed and index each chunk together with the context of the document it came from, so a chunk that says "revenue grew by 3%" still retrieves for a query that names the company and the quarter the chunk never mentions.

Classification Indexing technique that gives each chunk's embedding and index entry the context of its whole document.