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Amazon Bedrock introduces new advanced prompt optimization and migration tool | Amazon Web Services

Amazon Web Services·Amazon Web Services·18 days ago
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AWS News Blog Today, we’re announcing Amazon Bedrock Advanced Prompt Optimization , a new tool that you can use to optimize your prompts for any model on Amazon Bedrock , while comparing your original prompts to optimized prompts across up to 5 models simultaneously. With the new prompt optimization, you can migrate to a new model or improve performance from your current model. You can test them to make sure they see no regressions on known use cases and also improve on underperforming tasks. The new prompt optimizer takes in your prompt template, example user inputs for the variable values, ground truth answers, and an evaluation metric to use as a guide. You can even use this with multimodal user inputs – it supports png , jpg , and pdf as inputs to your prompt templates so you can optimize prompts for tasks like document and image analysis. You can also provide an AWS Lambda function, LLM-as-a-judge rubric, or a short natural language description to guide the optimization.…

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