Avoiding Incorrect Routing in Bedrock Multi-Agent Collaboration

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Hello,

I’m building an AI chatbot using Bedrock Multi-Agent Collaboration with a Supervisor agent and four Collaboration agents. Among them, one agent is responsible for Adding items, while another handles Viewing existing items.

However, I’m encountering an issue where, immediately after an item is added, a subsequent request to view items is sometimes routed incorrectly to the Adding agent. This results in a response like: "Sorry, I cannot view items."

To keep system instructions concise, I’ve kept the Adding and Viewing agents separate. Additionally, I’m using the "Supervisor with Routing" mode to minimize latency.

How can I improve the routing to avoid these transient misdirections? Any insights would be appreciated!

Thanks!

asked 2 months ago41 views
1 Answer
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Hello,

I understand that, you have multi-agent collaboration setup with 4 agents. Among them, one agent is responsible for adding items and another handler viewing existing items.

You are facing issue where immediately after an item is added, a subsequent request to view items is sometimes routed incorrectly to the adding agent. This results in responses like : “Sorry, I cannot view items”.

To address this issue, I suggest reviewing and refactoring the instructions for both the supervisor agent and collaboration agents. If these instructions don't align with your use case, I request them to be rewritten.

Additionally, you can examine the trace logs of responses that resulted from incorrect routing to better understand how these responses were generated.

I kindly request that you review AWS Blogs [2][3] for reference on agent instructions.

If you still face issue and need help, We might need to check additional details in order to troubleshoot the issue and conduct a specific investigation into your concern, providing recommendations for the next steps. So, I request you to please reach out to AWS Support [4] (Bedrock) along with your issue by providing following details.

  1. Region where you are using Bedrock Agents.
  2. Trace Logs
  3. Agent ID’s


We would be happy to assist you further by providing insights.

References:

[1]https://docs.aws.amazon.com/bedrock/latest/userguide/agents-multi-agent-collaboration.html

[2]https://aws.amazon.com/blogs/machine-learning/amazon-bedrock-announces-general-availability-of-multi-agent-collaboration/

[3]https://aws.amazon.com/blogs/aws/introducing-multi-agent-collaboration-capability-for-amazon-bedrock/

[4] Creating support cases and case management - https://docs.aws.amazon.com/awssupport/latest/user/case-management.html#creating-a-support-case

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answered 2 months ago
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