Plan or Retrieve First? A Scale Study of Tool Discovery Architectures.

Apple Machine Learning Research published a study examining how tool-augmented LLM agents discover relevant APIs from large registries, focusing on the challenge that finite context windows prevent injecting all tool definitions into a single prompt.

Written by AI from Apple Machine Learning Research's published text.