AMPLbot in ChatGPT#

AMPLbot is AMPL’s specialized AI assistant for optimization, available on the ChatGPT platform as a custom GPT.

For common questions about capabilities, usage, and limits, see FAQ: AMPLbot.

Use AMPLbot to speed up your workflow from first model draft to production-ready optimization apps:

  • Learn AMPL syntax and modeling concepts.

  • Turn natural-language problem descriptions into structured AMPL models.

  • Bridge models to Python applications with amplpy.

  • Troubleshoot infeasibilities, unboundedness, and solver-performance issues.

  • Improve model quality with cleaner formulations and best practices.

Try it here: AMPLbot on ChatGPT. Take into account that registered and paying ChatGPT accounts may have a better performance when using it.

Why use AMPLbot instead of a general-purpose LLM?#

AMPLbot is focused on optimization modeling with AMPL and practical AMPL+Python workflows. It is designed to provide more reliable guidance for AMPL use cases, from modeling and debugging to deployment patterns.

AMPLbot will reference internal documentation, reducing the probability of hallucinations in the answers. In any case, you should understand and verify the assistant output.

Typical prompts#

  • “Help me formulate a production planning model in AMPL from this business description.”

  • “Why is my model infeasible? Help me debugging the model”

  • “Convert this AMPL workflow into a Python app using amplpy.”

  • “Suggest solver options to improve runtime on this problem.”

Notes#

  • Code execution: AMPLbot helps you write and improve optimization code but does not execute your model.

  • As with any LLM, review generated code and recommendations before using them in production.

For detailed FAQ entries, see FAQ: AMPLbot.