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Amazon Bedrock Advanced Prompt Optimization now supports prompt shortening

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Amazon Bedrock Advanced Prompt Optimization now supports prompt shortening, an optional setting that reduces prompt length while maintaining or improving evaluation scores.

  • Reduces prompt length to lower input token costs and decrease time to first token
  • Returns optimized prompt only if shorter than original and scores at least as high
  • Provides compression ratio and original/optimized token counts in results
  • Works with any evaluation method: steering criteria, LLM-as-a-judge rubrics, custom Lambda evaluators
  • Available in all AWS Regions where Advanced Prompt Optimization is available

Prompt shortening helps optimize costs and latency for large-scale and latency-sensitive applications without sacrificing quality.



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