Hybrid Reasoning for Ad Content
implementationChallengeNovember 21, 2025
Prompt Content
Implement a hybrid reasoning approach for your ad generation system. For straightforward queries, use an 'instant' prompt for Gemini 2.5 Pro. For queries flagged as sensitive or complex (e.g., health-related, financial advice), trigger a 'deep think' mode that involves multiple reasoning steps, RAG lookups, and a self-correction loop. Provide pseudo-code or Python implementation for this conditional logic.
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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