Dify Agent in React Mode Abnormal Stops in Chatflow

[MakabakaHuba]

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Dify version

v1.1.13

Cloud or Self Hosted

Self Hosted (Docker)

Steps to reproduce

In Chatflow, when using a Dify Agent node configured in React mode, I often encounter a situation where the agent prematurely ends its response after saying something like "I am thinking about how to help you." It doesn’t proceed to complete the reasoning or provide a final answer.

Please help to fix this. Thank you!

✔️ Expected Behavior

No response

❌ Actual Behavior

No response

[dosubot[bot]]

I found a similar open issue regarding the Dify Agent in ReAct mode prematurely stopping its response. The suggested solutions include:

1. Ensure Proper Configuration: Verify that the ReAct strategy is correctly configured with the necessary tools, model, instructions, and parameters. This includes setting up the JSON blob for actions correctly, ensuring valid action values, and following the Thought/Action/Observation cycle.

2. Check Model and Settings: Make sure that the 'gpt-4o' model is configured with appropriate settings such as temperature, top P, and max tokens, which can affect the agent's behavior and response completeness.

3. Review Logs: Utilize Dify's logging features to monitor agent behavior and diagnose issues. The Logs Console can help you analyze interaction records and identify where the response might be prematurely stopping.

4. Adjust Timeout Settings: Consider adjusting the default timeout settings for agent responses, which is set to 120 seconds, to see if this affects the completion of responses ^[1].

To continue talking to Dosu, mention @dosu.

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[juniorsereno]

Same problem here

[Hwting]

I have also encountered the same problem, is there a solution?

[dosubot[bot]]

Hi, @MakabakaHuba. I'm Dosu, and I'm helping the Dify team manage their backlog and am marking this issue as stale.

Issue Summary:

• You reported that in Dify v1.1.13 (self-hosted via Docker), the Dify Agent node in React mode stops responding prematurely, only outputting "I am thinking about how to help you."
• A contributor suggested checking ReAct configuration, model settings, logs, and timeout adjustments as possible troubleshooting steps.
• Other users have confirmed experiencing the same issue and are looking for solutions.
• No official fix or update has been provided by the maintainers so far.

Next Steps:

• Please let me know if this issue is still relevant with the latest version of Dify by commenting here to keep the discussion open.
• Otherwise, this issue will be automatically closed in 15 days.

Thank you for your understanding and contribution!