Add Qdrant as another search index
CONTRIBUTOR
@mariosasko I'd appreciate your feedback on this. 
2023-04-11T10:28:40Z
https://github.com/huggingface/datasets/issues/5698#issuecomment-1503075192
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### Feature request

I'd suggest adding Qdrant (https://qdrant.tech) as another search index available, so users can directly build an index from a dataset. Currently, FAISS and ElasticSearch are only supported: https://huggingface.co/docs/datasets/faiss_es 

### Motivation

ElasticSearch is a keyword-based search system, while FAISS is a vector search library. Vector database, such as Qdrant, is a different tool based on similarity (like FAISS) but is not limited to a single machine. It makes the vector database well-suited for bigger datasets and collaboration if several people want to access a particular dataset.

### Your contribution

I can provide a PR implementing that functionality on my own.