langgenius
Suggestion to Add Custom Multi-turn Dialogues for Few-shot Learning in Chatbot and Agent Apps
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1. Is this request related to a challenge you're experiencing? Tell me about your story.
I suggest adding a feature similar to the 'Add Message' option in the LLM node of workflows to Chatbot and Agent type apps (customizable multi-turn USER and ASSISTANT dialogues) to achieve a few-shot effect.
2. Additional context or comments
No response
3. Can you help us with this feature?
- [ ] I am interested in contributing to this feature.
Can you tell us why you need this separate component, too fine-grained components will lead to increased maintenance costs, so are there any special use cases
Can you tell us why you need this separate component, too fine-grained components will lead to increased maintenance costs, so are there any special use cases
In our company's practice, we found that most models can be effectively guided in terms of speaking style through a few simple USER and ASSISTANT dialogue examples. By using the 'Add Message' feature in the LLM node of Dify workflows, we achieved great results. However, this feature is not supported in Chatbot or Agent type apps. Therefore, we hope that the Agent node can support the 'Add Message' feature, or as mentioned in another issue (https://github.com/langgenius/dify/issues/7470), support the Agent node in workflows to achieve the desired effect.