Natural Language Tools: A Natural Language Approach to Tool Calling In Large Language Agents

Reid T. Johnson, Michelle D. Pain, Jordan D. West

We present Natural Language Tools (NLT), a framework that replaces programmatic JSON tool calling in large language models (LLMs) with natural language outputs. By decoupling tool…