

· Rajat Pandit · AI Engineering
Structured Agent Memory vs Vector Search
Pinecone's Nexus Engine compiles business context into structured knowledge graphs for agents. Nemotron 3 Embed tops RTEB. Vector search alone is now insufficient. Here is the memory architecture shift every AI team needs to understand.