Enhancing Agents with Synthetic Interaction Data

Learn by interact

The idea of LLMs acting as agents that interact with tools and software (for example, navigating a website, editing spreadsheets, or fixing code) sounds very exciting. Unfortunately, many of these agentic LLMs still struggle with these tasks. For example, the best agentic framework on the SWE benchmark [1], which tests how well LLMs can fix GitHub issue…