Propose an AWS EC2 instance configuration.

Imageomics / bioclip-vector-db

Vector database training data retrieval of BioCLIP-embedded nearest neighbors.

MIT License

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Open thompsonmj opened 3 months ago

thompsonmj commented 3 months ago

It should:

Host the vector database
Receive an image or text query from a user along with k (how many nearest neighbors to identify)
Calculate the query embedding using the BioCLIP image/text encoder
Identify k nearest neighbors IDs in the embedding space