NEW - Amazon Bedrock’s INLINE agent API

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AI Summary

Summary of Amazon Bedrock Inline Agents Announcement Video

• Context: Amazon Bedrock allows deployment of agents with pre-configured infrastructure. Previously, agents had to be configured before use, either through the console, CloudFormation, CDK, or using Boto3 with Python.

• New Feature: Inline agents for Amazon Bedrock have been announced, allowing users to define and call agents dynamically in a single API call. This facilitates rapid experimentation and dynamic invocation of agents without creating new versions.

• Use Cases:

  • Conduct rapid experimentation with different agent configurations.
  • Dynamically invoke agents for specific tasks without creating new versions.
  • Run simple queries or use the built-in code interpreter tool for executing Python code.

• Implementation:

  • The video demonstrates using Python and Boto3 to create and call an inline agent.
  • The invoke_inline_agent API call is used, passing in the entire agent configuration.
  • The configuration includes the action group executor, foundation model, input text, system prompt, and session ID.
  • The video shows a practical example of calculating a mathematical expression using the code interpreter.

• Preparation:

  • Users must ensure they have the latest version of Boto3 installed (pip install boto3 -U).
  • The video uses Boto3 version 1.35.69.

• Code Example:

  • The code example provided in the video sets up a Boto3 client and calls invoke_inline_agent with minimal configuration to demonstrate the feature.
  • The video shows the output and trace information from the agent’s execution.

• Conclusion:

  • The video encourages viewers to subscribe for more content, especially with the upcoming reinvent event.
  • The inline agents feature simplifies the process of using Amazon Bedrock for ad hoc tasks and experimentation.

Detailed Instructions and URLs

• No specific CLI commands, website URLs, or detailed instructions were provided in the transcript.