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Finance Predictor API

Build Docker Image

Introduction

REST Api exposing a finetuned bank statement clasificator model

Run docker and kubernetes

In Visual Code

run docker image: VC, docker image build

Then

run kubectl apply -f deployment.yaml

Cloud

We are deploying in a EC2 AWS instance using kubernetes.

Image build happens automatically using github actions

Deploy is manual using the github action "Deploy to Kubernetes on EC2" job and passing as parameter the selected image tag from the artifact repository

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Finance API to use fine tuned model

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