Deploy Dev #23
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| name: Deploy Dev | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| model_name: | |
| required: true | |
| description: Model supported by sentence-transformers such as intfloat/e5-large-v2, sentence-transformers/all-MiniLM-L6-v2, sentence-transformers/all-mpnet-base-v2 | |
| memory_size: | |
| required: true | |
| description: Memory size of the lambda function | |
| normalize_embeddings: | |
| description: Enabled normalize embeddings by specify any value, otherwise leave it blank | |
| jobs: | |
| deploy-dev: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout repo | |
| uses: actions/checkout@v3 | |
| - name: Setup NodeJS 18 | |
| uses: actions/setup-node@v3 | |
| with: | |
| node-version: 18 | |
| - name: Install Serverless Framework | |
| run: npm install -g serverless | |
| - name: Serverless AWS authentication | |
| run: sls config credentials --provider aws --key ${{ secrets.AWS_KEY }} --secret ${{ secrets.AWS_SECRET }} | |
| - name: Deploy Lambda functions | |
| run: > | |
| SERVICE=$(echo "${{ github.event.inputs.model_name }}" | cut -d'/' -f2) | |
| MODEL=${{ github.event.inputs.model_name }} | |
| MEMORY_SIZE=${{ github.event.inputs.memory_size }} | |
| NORMALIZE_EMBEDDINGS=${{ github.event.inputs.normalize_embeddings }} | |
| sls deploy | |
| - name: Export Endpoint URL | |
| run: > | |
| echo $(SERVICE=$(echo "${{ github.event.inputs.model_name }}" | cut -d'/' -f2) MODEL= MEMORY_SIZE=128 NORMALIZE_EMBEDDINGS= sls info --verbose | | |
| grep endpoint | | |
| sed s/endpoint\:\ //g | | |
| awk '{print $1}') > endpoint | |
| - name: Echo Endpoint URL | |
| run: echo $(cat endpoint) | |
| - name: Test Lambda functions | |
| run: "curl -X POST -H 'Content-Type: application/json' -d @text.json $(cat endpoint)v1/embeddings" |