Prompt design in Vertex AI
Prompt design in Vertex AI , particularly when working with Vertex AI’s large language models (LLMs) like those provided by Google Cloud’s Generative AI Studio , is a crucial skill for creating effective interactions with AI models. This is especially relevant when building intelligent applications using PaLM 2 , Gemini , or Codey models. Here’s a comprehensive, in-depth exploration of what prompt design means in this context, how it works, best practices, strategies, and real-world use cases. 🔍 What is Prompt Design? Prompt design is the process of crafting inputs (prompts) to elicit the most accurate, relevant, and useful responses from a language model. In the context of Vertex AI , it refers to writing well-structured instructions or queries that guide the behavior of foundation models for specific tasks such as text generation, summarization, question answering, classification, code generation, etc. Since LLMs operate on the principle of probability — predicting the n...