Vertex AI Gemini: Zero-Shot vs Few-Shot Ideation

While zero-shot prompting (providing a direct instruction without examples) works well for initial idea generation, use varied, consistent examples separated from instructions via XML tags when exact format and style matter.

<examples> <example><input>Cloud Firewall</input><output>Zero-trust packet inspection at line rate.</output></example> <example><input>Key Management</input><output>Hardware-backed cryptographic isolation you control.</output></example> </examples> <task>Generate a 1-sentence value proposition for <input>Automated DDoS Mitigation</input> matching the style of the examples above.</task>