Update lambda to use new model #9

	name: Deploy Python Lambda

	on:
	push:
	branches: ['main']
	paths: ['src/backend/**']
	workflow_dispatch:

	env:
	AWS_REGION: us-east-2
	ECR_REPOSITORY: mdst/mini-copilot
	CONTAINER_NAME: mini-copilot
	LAMBDA_FUNCTION_NAME: mini-copilot-lambda

	jobs:
	deploy:
	name: Deploy
	runs-on: ubuntu-latest
	environment: production

	steps:
	- name: Checkout
	uses: actions/checkout@v4

	- name: Configure AWS credentials
	uses: aws-actions/configure-aws-credentials@0e613a0980cbf65ed5b322eb7a1e075d28913a83
	with:
	aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
	aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
	aws-region: ${{ env.AWS_REGION }}

	- name: Login to Amazon ECR
	id: login-ecr
	uses: aws-actions/amazon-ecr-login@62f4f872db3836360b72999f4b87f1ff13310f3a

	- name: Build, tag, and push image to Amazon ECR
	id: build-image
	working-directory: ./src/backend
	env:
	ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }}
	IMAGE_TAG: ${{ github.sha }}
	run: \|
	# Build a docker container and push it to ECR
	aws s3 cp s3://mini-copilot/trained/ ./trained --recursive
	docker build -t $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG .
	docker push $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG
	echo "image=$ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG" >> $GITHUB_OUTPUT

	- name: Update Lambda Function
	run: \|
	aws lambda update-function-code --function-name ${{ env.LAMBDA_FUNCTION_NAME }} \
	--region ${{ env.AWS_REGION }} \
	--image-uri ${{ steps.build-image.outputs.image }}

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