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Implement support for Qdrant's fastembed

Open FelixKirschKern opened this issue 2 years ago • 0 comments

Is your feature request related to a problem? Please describe. Qdrant launched a new embedder that enables fast and lightweight embedding creation. The embedder performs well on CPU and the embeddings achieve good results in benchmarks.

Here is the article describing the new model.

Describe the solution you'd like First, we need to test the embedder ourselves to determine if it is a good extension to our current supported embedders. If so, we would implement support for the model in refinery.

FelixKirschKern avatar Oct 18 '23 15:10 FelixKirschKern