This repository contains code for the Chameleon research paper, which introduces a framework for enhancing large language models with plug-and-play tool use capabilities. The system enables LLMs to compose multiple tools (such as calculators, code interpreters, or knowledge retrieval) to solve complex multi-step reasoning problems. It includes implementations for science problem solving, MathQA, and TableQA benchmarks.