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I appreciate the example outside of text applications. There's a lot going on with Vector databases for text embeddings and LLMs integrations, seeing an image e

I appreciate the example outside of text applications. There's a lot going on with Vector databases for text embeddings and LLMs integrations, seeing an image example is very useful.

fzliu 3y ago
Although it's common to use vector databases in conjunction with LLMs, I like to talk about vector databases in the context of unstructured data, i.e. any data that you can vectorize with (or without) an ML model. Yes, this includes text, but it also includes things like visual data, molecular structures, and geospatial data. For folks who want to learn a bit more, there are examples of vector database use cases beyond semantic text search in our bootcamp: https://github.com/milvus-io/bootcamp https://github.com/milvus-io/bootcamp