Pinecone Expands Beyond Vector Search as Agent Constraints Drive a New Knowledge Execution Layer
Agent workflows rely on inefficient retrieval loops that drive time and token costs; Pinecone introduces a knowledge engine, declarative interface, and pricing model to improve task completion and reduce cost