Deploy on Google Vertex AI & Analyze with GLM-4

deploymentChallengeNovember 25, 2025

Prompt Content

Containerize your optimization model and deploy it as a custom prediction endpoint on Google Vertex AI. The endpoint should accept new BESS and load parameters and return the optimized dispatch schedules. After obtaining results for a complex scenario, feed the optimization results (e.g., optimal schedule, objective value, binding constraints, shadow prices) into GLM-4, prompting it to explain the key drivers of the schedule, identify potential bottlenecks, or suggest alternative strategies if constraints were relaxed.

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