🚀 Feature: Tracing support for Amazon Bedrock agents

Which component is this feature for?

Bedrock Instrumentation

🔖 Feature description

Add tracing support for Amazon Bedrock agents.

🎤 Why is this feature needed ?

The response from a Bedrock agent includes a trace that details the steps being orchestrated by the agent. The trace helps us follow the agent's reasoning process that leads it to the response it gives at that point in the conversation.

✌️ How do you aim to achieve this?

1. Add instrumentation logic for the bedrock-agent-runtime service and patch the invoke_agent method.
2. Create spans for each Bedrock trace event with the appropriate timestamps and attributes.

🔄️ Additional Information

No response

👀 Have you spent some time to check if this feature request has been raised before?

• I checked and didn't find similar issue

Are you willing to submit PR?

Yes I am willing to submit a PR!

Start with the Bedrock Instrumentation entry point and the bedrock-agent-runtime service's invoke_agent method. Inspect the response trace events and determine how their timestamps and attributes map to spans. Done means each Bedrock trace event is represented with the appropriate span data and the instrumentation supports agent tracing.