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by rluhar 3022 days ago
Use the right tools for the job. If you are running your Python models in containers anyway, a suitable API will work with any backend language. Go and even the JVM (Java / Scala / Kotlin) ecosystem are great candidates. Our stack uses Python (models deployed as dockerized WSGI applications) for machine learning and web services written in Java for the backend. It is relatively easy to get developers who are comfortable in the JVM ecosystem and the tooling available makes it easier to build robust systems.