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Multimodal search has a low similarity level #33384

@CTwowo

Description

@CTwowo

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Dify version

1.13.0

Cloud or Self Hosted

Self Hosted (Docker)

Steps to reproduce

1、Create an md file and build the image.
2、The similarity of the image search results is very low.
3、Compare the same operation on the official website to check the similarity.

✔️ Expected Behavior

The similarity of the platform itself should be consistent with that of the official website or have a relatively small difference.

❌ Actual Behavior

The similarity of the official websites is extremely high. The effect is as follows

Image Image Image

It cannot be retrieved by self-deployment.

Image Image Image

However, I have tested it before and found that the one I deployed by myself can search for images. But the similarity between the images is extremely low.

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