bpo 0.3.0

CLI to optimize prompts with AWS Bedrock

Bedrock Prompt Optimizer (bpo)

A CLI wrapper around the Amazon Bedrock Agents Runtime optimize_prompt method, which optimizes prompts for the given model. Checkout available models here.

Installation

To install the Bedrock Prompt Optimizer cli, run:

pip install bpo

Usage

The Bedrock Prompt Optimizer is a CLI. Here's how to use it:

bpo optimize --prompt INPUT_FILE --output OUTPUT_FILE --model-id MODEL_ID --region AWS_REGION

Arguments

• --prompt: Path to the input prompt file (required)
• --output: Path to the output file where the optimized prompt will be saved (default: optimized_prompt.txt)
• --model-id: Bedrock model ID (default: will prompt to select from a list of models)
• --region: AWS region (default: us-east-1)

Example

bpo optimize --prompt input.txt --model-id amazon.nova-pro-v1:0 --region us-east-1

This command will:

1. Read the prompt from input.txt
2. Optimize it
3. Save the optimized prompt to optimized_prompt.txt

Notes

• Ensure you have the necessary AWS credentials configured to access the Bedrock service.