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Image Retrieval API with vector databases and model inference.

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🏞 Image-Retrieval API 💽

An API to insert and retrieve samples stored in a vector database. This API is agnostic to the model architecture.

Drop a ⭐️!

Start API

uvicorn main:app --host 0.0.0.0 --port 80

Starting vector database

milvus-server

Checkout the Swagger

You can play around the API with the docs: http://0.0.0.0/docs.

Future steps

  • Implement simple UI.
  • More models than resnet.
  • Rate limitter.
  • More searching options.
  • Making the code scalable.

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