Examples deploying LLM apps to Online Endpoints (#2503)

Add two LLM example notebooks detailing how to deploy Langchain and Semantic Kernel apps to AzureML Online Endpoints. --------- Co-authored-by: Vanessa Arndorfer <[email protected]>
Azure · Aug 21, 2023 · 6b4123d · 6b4123d
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diff --git a/.github/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml b/.github/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml
@@ -0,0 +1,75 @@
+# This code is autogenerated.
+# Code is generated by running custom script: python3 readme.py
+# Any manual changes to this file may cause incorrect behavior.
+# Any manual changes will be overwritten if the code is regenerated.
+
+name: sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy
+# This file is created by sdk/python/readme.py.
+# Please do not edit directly.
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "40 2/12 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - sdk/python/endpoints/online/llm/langchain/**
+      - .github/workflows/sdk-endpoints-online-llm-langchain-1_langchain_basic_deploy.yml
+      - sdk/python/dev-requirements.txt
+      - infra/bootstrapping/**
+      - sdk/python/setup.sh
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with:
+        python-version: "3.8"
+    - name: pip install notebook reqs
+      run: pip install -r sdk/python/dev-requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
+    - name: bootstrap resources
+      run: |
+          echo '${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}';
+          bash bootstrap.sh
+      working-directory: infra/bootstrapping
+      continue-on-error: false
+    - name: setup SDK
+      run: |
+          source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh";
+          bash setup.sh
+      working-directory: sdk/python
+      continue-on-error: true
+    - name: setup-cli
+      run: |
+          source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh";
+          bash setup.sh
+      working-directory: cli
+      continue-on-error: true
+    - name: run endpoints/online/llm/langchain/1_langchain_basic_deploy.ipynb
+      run: |
+          source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh";
+          bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json";
+          bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" replace_template_values "1_langchain_basic_deploy.ipynb";
+          [ -f "../../.azureml/config" ] && cat "../../.azureml/config";
+          papermill -k python 1_langchain_basic_deploy.ipynb 1_langchain_basic_deploy.output.ipynb
+      working-directory: sdk/python/endpoints/online/llm/langchain
+    - name: upload notebook's working folder as an artifact
+      if: ${{ always() }}
+      uses: actions/upload-artifact@v2
+      with:
+        name: 1_langchain_basic_deploy
+        path: sdk/python/endpoints/online/llm/langchain
diff --git a/.github/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml b/.github/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml
@@ -0,0 +1,75 @@
+# This code is autogenerated.
+# Code is generated by running custom script: python3 readme.py
+# Any manual changes to this file may cause incorrect behavior.
+# Any manual changes will be overwritten if the code is regenerated.
+
+name: sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server
+# This file is created by sdk/python/readme.py.
+# Please do not edit directly.
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "45 9/12 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - sdk/python/endpoints/online/llm/semantic-kernel/**
+      - .github/workflows/sdk-endpoints-online-llm-semantic-kernel-1_semantic_http_server.yml
+      - sdk/python/dev-requirements.txt
+      - infra/bootstrapping/**
+      - sdk/python/setup.sh
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with:
+        python-version: "3.8"
+    - name: pip install notebook reqs
+      run: pip install -r sdk/python/dev-requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
+    - name: bootstrap resources
+      run: |
+          echo '${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}';
+          bash bootstrap.sh
+      working-directory: infra/bootstrapping
+      continue-on-error: false
+    - name: setup SDK
+      run: |
+          source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh";
+          bash setup.sh
+      working-directory: sdk/python
+      continue-on-error: true
+    - name: setup-cli
+      run: |
+          source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh";
+          bash setup.sh
+      working-directory: cli
+      continue-on-error: true
+    - name: run endpoints/online/llm/semantic-kernel/1_semantic_http_server.ipynb
+      run: |
+          source "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh";
+          bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json";
+          bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" replace_template_values "1_semantic_http_server.ipynb";
+          [ -f "../../.azureml/config" ] && cat "../../.azureml/config";
+          papermill -k python 1_semantic_http_server.ipynb 1_semantic_http_server.output.ipynb
+      working-directory: sdk/python/endpoints/online/llm/semantic-kernel
+    - name: upload notebook's working folder as an artifact
+      if: ${{ always() }}
+      uses: actions/upload-artifact@v2
+      with:
+        name: 1_semantic_http_server
+        path: sdk/python/endpoints/online/llm/semantic-kernel
diff --git a/sdk/python/.gitignore b/sdk/python/.gitignore
@@ -1,2 +1,5 @@
 .ipynb_checkpoints
-*/.ipynb_checkpoints/*
+*/.ipynb_checkpoints/*
+
+# config files are required to use Semantic Kernel
+!endpoints/online/llm/src/sk/skills/*/*/config.json