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manisnesan / fastchai

Repository capturing deep learning & nlp experiments using fastai & pytorch
Apache License 2.0
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fastembed- Create, Store, Retrieve embedding #64

Open manisnesan opened 7 months ago

manisnesan commented 7 months ago

https://qdrant.github.io/fastembed/examples/Usage_With_Qdrant/

manisnesan commented 6 months ago

Hybrid Search

https://qdrant.github.io/fastembed/examples/Hybrid_Search/

Demonstrated the usage of Hybrid Search with FastEmbed & Qdrant. We used FastEmbed to create Sparse and Dense embeddings for the data and indexed them using Qdrant. We then performed Hybrid Search using FastEmbed & Qdrant and ranked the search results using Reciprocal Rank Fusion (RRF)