Deploy Dev #43
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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: Normalize embeddings enabled by default. Disable it by specify "0" or "False" | |
| verbose: | |
| description: Verbose logging disabled by default. Enabled it by specify any value, otherwise leave it blank | |
| jobs: | |
| deploy-dev: | |
| runs-on: ubuntu-latest | |
| env: | |
| MODEL: ${{ github.event.inputs.model_name }} | |
| MEMORY_SIZE: ${{ github.event.inputs.memory_size }} | |
| NORMALIZE_EMBEDDINGS: ${{ github.event.inputs.normalize_embeddings || '1' }} | |
| VERBOSE: ${{ github.event.inputs.verbose }} | |
| steps: | |
| - name: Checkout repo | |
| uses: actions/checkout@v4 | |
| - name: Setup NodeJS 18 | |
| uses: actions/setup-node@v4 | |
| 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 | tr '.' '-') | |
| sls deploy | |
| - name: Export Endpoint URL | |
| run: > | |
| echo $(SERVICE=$(echo "${{ github.event.inputs.model_name }}" | cut -d'/' -f2 | tr '.' '-') 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 | |
| ./test.sh $(cat endpoint)v1/embeddings |