Improve the performance of your Generative AI applications with Prompt Optimization on Amazon Bedrock
Machine Learning Blog
AWS has announced Prompt Optimization on Amazon Bedrock, a new feature that allows users to automatically improve prompt performance for generative AI applications with a single API call or console button.
- Currently supports optimization for Claude, Llama, Mistral, and Titan models
- Allows users to optimize prompts for various use cases like summarization and function calling
- Performance benchmarks showed significant improvements:
- 18% improvement in summarization
- 8% improvement in dialog continuation
- 22% improvement in function calling
The feature simplifies prompt engineering by automatically applying best practices, reducing manual experimentation time and helping developers quickly test different models and optimize their generative AI applications.
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