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Code Issues 775 Packages Projects Releases 10 Wiki Activity

Agent Node in Chatflow lacks conversation history/memory capability #10891

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opened 2026-02-21 18:52:22 -05:00 by yindo · 0 comments
yindo commented 2026-02-21 18:52:22 -05:00
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Originally created by @kkailaasa on GitHub (Mar 13, 2025).

Self Checks

  • I have searched for existing issues search for existing issues, including closed ones.
  • I confirm that I am using English to submit this report (我已阅读并同意 Language Policy).
  • [FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）
  • Please do not modify this template :) and fill in all the required fields.

1. Is this request related to a challenge you're experiencing? Tell me about your story.

When using the Agent Node in Chatflow, I've noticed it doesn't maintain conversation history or have memory capabilities across interactions. Each message is treated as a new conversation, which significantly limits its usefulness for building conversational flows that require context from previous exchanges.

Current Behavior

  • The Agent Node processes each incoming message independently
  • No conversation context is maintained between messages
  • Previous user inputs and agent responses are not accessible in subsequent interactions

Expected Behavior

  • The Agent Node should maintain conversation history across multiple interactions
  • Previous messages and context should inform subsequent responses
  • Memory/state should persist throughout a conversation session

Impact
This limitation prevents building more sophisticated conversational experiences where context matters. Adding conversation history/memory would greatly enhance the capabilities of Chatflow and enable more complex and natural conversational applications.

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2. Additional context or comments

No response

3. Can you help us with this feature?

  • I am interested in contributing to this feature.
Originally created by @kkailaasa on GitHub (Mar 13, 2025). ### Self Checks - [x] I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones. - [x] I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)). - [x] [FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:） - [x] Please do not modify this template :) and fill in all the required fields. ### 1. Is this request related to a challenge you're experiencing? Tell me about your story. When using the Agent Node in Chatflow, I've noticed it doesn't maintain conversation history or have memory capabilities across interactions. Each message is treated as a new conversation, which significantly limits its usefulness for building conversational flows that require context from previous exchanges. Current Behavior - The Agent Node processes each incoming message independently - No conversation context is maintained between messages - Previous user inputs and agent responses are not accessible in subsequent interactions Expected Behavior - The Agent Node should maintain conversation history across multiple interactions - Previous messages and context should inform subsequent responses - Memory/state should persist throughout a conversation session Impact This limitation prevents building more sophisticated conversational experiences where context matters. Adding conversation history/memory would greatly enhance the capabilities of Chatflow and enable more complex and natural conversational applications. Screenshot ![Image](https://github.com/user-attachments/assets/d1afda74-3fe1-4db7-8bbf-dd70cd3a5d35) ### 2. Additional context or comments _No response_ ### 3. Can you help us with this feature? - [x] I am interested in contributing to this feature.
yindo added the 💪 enhancement label 2026-02-21 18:52:22 -05:00
yindo closed this issue 2026-02-21 18:52:22 -05:00
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Reference: langgenius/dify#10891
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