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Volcengine Multimodal Embedding Support #813
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Originally created by @dayflyshao on GitHub (Nov 17, 2025).
Self Checks
1. Is this request related to a challenge you're experiencing? Tell me about your story.
Is this request related to a challenge you are facing?
I am trying to use the multimodal embedding model API from the model provider, but dify does not provide the corresponding SDK.
What is the feature you'd like to see?
I would like to see support for multimodal embedding models in the Volcengine SDK in dify. This would allow it to handle both text and image inputs and correctly obtain vectors through the API. The detailed feature requirements are described in the feature requirement document I provided.
How will this feature improve your workflow / experience? This feature will help me build and manage a multimodal knowledge base more effectively, improving my workflow and experience.
2. Additional context or comments
Please refer to issue#21952 for more context and discussion related to this feature request.I am willing to contribute to the implementation of this feature. However, I need guidance on where this part should be placed in the dify repo, whether it involves front-end modifications, etc.
Thank you for considering this feature request. I look forward to collaborating with the dify team on this.
3. Can you help us with this feature?
@dosubot[bot] commented on GitHub (Dec 12, 2025):
Hi, @dayflyshao. I'm Dosu, and I'm helping the dify-official-plugins team manage their backlog and am marking this issue as stale.
Issue Summary:
Next Steps:
Thank you for your understanding and contribution!
@dayflyshao commented on GitHub (Dec 17, 2025):
This is still relevant. As mentioned in the issue summary, I am willing to contribute, but I am currently waiting for some guidance from the core team regarding the best implementation approach for multimodal vectors.
Please keep this open so a maintainer can review my questions.
@dosubot[bot] commented on GitHub (Dec 17, 2025):
@crazywoola The user is still interested in adding support for Volcengine's multimodal embedding models to Dify and plans to work on the implementation soon. Could you please assist with this feature request?