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Vector databases (beyond the hype)
Practical AI
How to Generate Sentence Embeddings on Vectors
Using a built-in embedding pipeline versus building your own has trade-offs. Many familiar with sentence transformers use them to easily generate embeddings for their data. Some database vendors offer convenience features by embedding models in their offering. If you're new and unfamiliar with vectors and embeddings, using a pre-built pipeline may be a better option.
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