I want to use minigpt-v2 to achieve image search. What are the implementation ideas

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I have a video library. After I upload the video, I will extract the keyframes as images. Afterwards, use minipt4 to pass through a certain image. Retrieve images similar to those in the image library. I want to achieve this operation.

我有一个视频库。我上传视频后，会将关键帧抽出为图片。之后通过minigpt4来通过某张图。来进行检索与图片库里相似的图。我想要实现这样的操作。