amplbot: Your reliable AI Assistant

Struggling to turn optimization ideas into working models?

Meet amplbot— your specialized AI assistant, trained on a vast range of industry models and the full power of the AMPL modeling engine. Designed to elevate your workflow beyond generic AI, amplbot accelerates model development, debugging, and learning, while helping you to apply all cutting-edge AMPL features — all in one place.

Accelerate Your Entire Workflow

amplbot supports every stage of the optimization modeling lifecycle:

• Learn & Develop: From installing AMPL and mastering its syntax to exploring advanced modeling constructs, amplbot guides you step by step. It helps you build robust optimization applications — even integrating them with Python.
• Formulate & Refine Models: Describe your business or engineering problem in natural language. amplbot helps you translate your intent into a well-structured AMPL model (.mod file) for LP, MIP, NLP, MINLP, CP, and multi-objective optimization, using numerically stable, neat, and efficient formulations.
• Bridge to Python Seamlessly: Connect AMPL to your data workflows using amplpy. amplbot shows how to load models, inject data from pandas DataFrames, and build complete optimization applications.
• Troubleshoot & Optimize: Get help diagnosing infeasibilities, unbounded models, and performance bottlenecks. amplbot explains cryptic solver errors, suggests fixes, and advises on solver options and model reformulations for better speed and stability.
• Explainability: Need to understand a tricky optimization concept, interpret a solution, or learn about solver reformulations? amplbot provides concise, intuitive explanations to deepen your understanding.
• Optimize Your Approach: Beyond solving problems, amplbot advises on model design, performance tuning, and best practices to make your code more efficient and maintainable.

Built With and For the AMPL Community

amplbot is a community-driven initiative. We actively welcome feedback from modelers, analysts, and engineers — your insights help refine and improve amplbot for everyone.

Ready to Transform Your Modeling Workflow?

Experience the power of a dedicated modeling assistant, hosted on the OpenAI ChatGPT platform. With amplbot you can developing better models, faster.

🔗 Try amplbot on ChatGPT