I haven't used it yet, but https://github.com/semi-technologies/weaviate https://github.com/semi-technologies/weaviate is a vector search engine that does embed

I haven't used it yet, but https://github.com/semi-technologies/weaviate https://github.com/semi-technologies/weaviate is a vector search engine that does embeddings and search. I don't know if they have succeeded, but the goal seems to be to make embedding and searching vectors easy enough to not need to be an ML expert.