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Amazon Bedrock Component

Drag & Drop LLM Component
Amazon Bedrock Component

Overview

A drag-and-drop component for integrating Amazon Bedrock LLMs into your workflow. Simply configure the required parameters and connect the inputs/outputs to other components.

Component Configuration

Input Parameters

  • InputText input for the model
  • System MessageSystem prompt to guide model behavior
  • StreamToggle for streaming responses (true/false)
  • Model IDe.g., anthropic.claude-3-haiku-20240307

AWS Configuration

  • AWS Access Key IDYour AWS access key
  • AWS Secret Access KeyYour AWS secret key
  • AWS Session TokenOptional temporary session token
  • Credentials Profile NameAWS credentials profile (optional)
  • Region NameAWS region (e.g., us-east-1)

Additional Settings

  • Model KwargsKey-value pairs for additional model parameters
  • Endpoint URLCustom endpoint URL (optional)

Output Connections

  • TextGenerated text output
  • Language ModelModel information and metadata

Usage Tips

  • Connect input nodes to data sources
  • Use environment variables for AWS credentials
  • Enable streaming for real-time responses
  • Configure model parameters via kwargs

Best Practices

  • Test with small inputs first
  • Monitor token usage and costs
  • Use appropriate regional endpoints
  • Implement error handling in workflows