Show HN: Open-Source Multimodal Semantic Search Framework

1 itstomo 0 7/7/2025, 4:38:02 PM github.com ↗
Hey HN!

I developed a framework for multimodal semantic search by directly extending the existing MongoDB capabilities.

MongoDB has BSON that you can use in JSON documents. I was inspired by this and created extended BSON.

Now you can directly embed text or image into JSON with semantic search and no the data size limitations for images.

Ex)

exampl_json = { data: Text("your text data here").enable_index() } ---> Image will be saved with semantic search enabled

exampl_json = { data: Image(path/to/you/image.png).enable_index() } ---> Image will be saved with semantic search enabled

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