TechVision Expert Circle

Oct 21, 2026 · Artificial Intelligence

Paper2Agent: Turning Papers into Agents – Rethinking Knowledge Bases

The article explores Paper2Agent, a system that converts PDF papers into interactive agents capable of running experiments, contrasting it with traditional RAG knowledge bases and proposing three evolution strategies for knowledge management, including implementation pitfalls and cost considerations.