Is vector database the ultimate machine learning fine-tuning system?

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Anonymous male musician tuning an amplifier
  1. Train a huge ML model
  2. Convert your data to vectors
  3. Store your vectors
  4. Convert your inference input to vector
  5. Return top-n results with an ANN algorithm

2-3-4-5 can be done easily with a vector search database. And you get inference on your data with a general purpose algorithm.