Deploy Edge Anomaly Detection with BentoML

implementationChallengeDecember 5, 2025

Prompt Content

Develop a simple anomaly detection model (e.g., a small neural network or an Isolation Forest) trained on 'normal' simulated sensor data. Use BentoML to package and deploy this model as a service that can be called by individual simulated UUVs for on-board, real-time anomaly flagging before sending aggregated data to the central fusion/Llama 3.1 component.

Run with your own API keysBYOK

Use your Anthropic, OpenAI, or Vertex keys to execute this prompt directly in Vera. keys are stored locally in your browser.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations