Write, Change, Recall, Forget: MongoDB's Pete Johnson on How Retrieval Drives Agent Performance

MongoDB Field CTO Pete Johnson traces the company's shift from lexical to vector and hybrid search, new $rankFusion and $rerank query stages, and the Voyage AI acquisition's contextualized chunking and embedding techniques.