Shypd.aiThe largest open index of AI toolsOptiGuide is an open-source AI tool that provides GenAI for optimization and decision intelligence. It offers projects for supply chain optimization, mixed-integer linear programming, and teaching LLMs to think like optimization experts.
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OptiGuide is a Microsoft open-source project focused on leveraging Generative AI for optimization and decision intelligence. It includes several distinct projects, such as OptiGuide for Supply Chain Optimization with What-if Analysis, which helps in understanding the impact of various scenarios. Another project, MILP-Evolve, aims to develop foundation models for Mixed Integer Linear Programming. Additionally, OptiMind focuses on teaching Large Language Models to emulate the thought processes of optimization experts. The repository emphasizes responsible AI considerations, implementing safeguards for fairness, robustness, and safety, while acknowledging the inherent complexities and potential biases of LLMs. It prohibits scraping its content for training machine learning models to prevent bias and invalidation of evaluation metrics.
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