Develop Anomaly Detection Logic with Llama 3.3

implementationChallengeNovember 21, 2025

Prompt Content

Using the textual descriptions from the VLM and the expected state, implement the Llama 3.3 powered reasoning logic within your Anomaly Detector agent. Define categories of anomalies it should detect (e.g., missing elements, unexpected pop-ups, incorrect data entry fields) and how it will differentiate them. Detail the prompts used for Llama 3.3.

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