Build Material Optimization and Recommendation Engine

implementationChallengeDecember 5, 2025
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Prompt Content

Develop an optimization model, deployed via Seldon Core, that recommends alternative materials for a specific construction component. Given a target material and project constraints (e.g., maximum cost increase, minimum carbon reduction), the model should query available alternatives (from Vespa) and suggest the best option to achieve sustainability goals while respecting project limitations. The LLM (Gemini 2.5 Pro) can be used here to generate natural language explanations for the recommendations or suggest broader strategies.

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