Text2Sim FAQs

Question 1

What is Text2Sim?

Accepted Answer

Text2Sim is a simulation engine that integrates with Large Language Models (LLMs) using the Model Context Protocol (MCP). It allows you to create and run simulations using natural language prompts.

Question 2

What type of simulations does Text2Sim support?

Accepted Answer

Text2Sim supports both Discrete-Event Simulation (DES) using SimPy and System Dynamics (SD) using PySD, offering flexibility in modeling different types of systems.

Question 3

What are some potential use cases for Text2Sim?

Accepted Answer

Text2Sim can be used to simulate a wide range of systems, including airport operations, healthcare processes, manufacturing workflows, and supply chain dynamics, providing valuable insights for decision-making.

Question 4

How does Text2Sim integrate with LLMs?

Accepted Answer

Text2Sim utilizes the Model Context Protocol (MCP) to translate natural language prompts from LLMs into simulation configurations, enabling seamless interaction.

Question 5

Is Text2Sim secure?

Accepted Answer

Yes, Text2Sim prioritizes security by using regex-based parsing instead of `eval()` for processing distribution inputs, preventing arbitrary code execution. It also validates inputs for robustness.

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