First steps with Faiss for k-nearest neighbor search in large search spaces
Nearest-neighbor search in vector spaces is useful in a wide variety of tasks. How to tackle this when dealing with A LOT of vectors not fitting in RAM?
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Debugging Python FastAPI apps in Docker containers with Visual Studio Code
Visual Studio code offers handy functionality to debug dockerized FastAPI apps, check it out!
Machine learning model serving in Python using FastAPI and streamlit
How can we have a frontend and backend for ML webapps using just Python? One way is to use streamlit and FastAPI!