From the course: GenAIOps Foundations
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Prompt management
- [Presenter] Prompts are an integral part of the GenAI framework, helping drive the models to produce the required outcomes. Even though prompts are created in natural language, they contain business requirements and logic. They should be treated like software code also. This means we need to enforce the same processes as applied to software code for managing prompts. Let's discuss some best practices for prompt management in GenAIOps. Prompts should be specific and clearly state the required behavior expected from the model. It's recommended to use prompt templates. Templates capture best-of-breed instructions and can provide consistency across use cases and applications. Like software code, prompts need to be created in a modular fashion. System instructions, user prompts, context, and additional guardrail instructions should be organized with placeholders. Prompts should also have error handling instructions if issues are found with the input, context, or outcomes. Today, prompt…
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