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added retrieval-chain workflow
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‎.github/workflows/integration_test.yml

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‎.github/workflows/integration_tests.yml

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name: Integration testing
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on:
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push:
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branches: [ main, develop ]
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pull_request:
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branches: [ main ]
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jobs:
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test-retrieval-chain:
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runs-on: ubuntu-latest
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permissions:
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contents: read
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pull-requests: write
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v3
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- name: Build Docker image
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run: |
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docker build -t retrieval-chain:test \
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--build-arg CLIENT_ID="${{ secrets.ALPHA_TEST_CLIENT_ID }}" \
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--build-arg CLIENT_SECRET="${{ secrets.ALPHA_TEST_CLIENT_SECRET }}" \
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--build-arg BASE_URL="${{ secrets.ALPHA_BASE_URL }}" \
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.
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working-directory: ./samples/company-research-agent
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# env:
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# ALPHA_BASE_URL: ${{ secrets.ALPHA_BASE_URL }}
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- name: Test retrieval chain with default parameters
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run: |
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cd samples/retrieval-chain
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docker run --rm \
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-e CLIENT_ID="${{ secrets.UIPATH_CLIENT_ID }}" \
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-e CLIENT_SECRET="${{ secrets.UIPATH_CLIENT_SECRET }}" \
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-e BASE_URL="${{ secrets.UIPATH_BASE_URL }}" \
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retrieval-chain:test
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- name: Test retrieval chain with custom parameters
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if: github.event_name == 'workflow_dispatch'
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run: |
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cd samples/retrieval-chain
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docker run --rm \
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-e CLIENT_ID="${{ secrets.UIPATH_CLIENT_ID }}" \
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-e CLIENT_SECRET="${{ secrets.UIPATH_CLIENT_SECRET }}" \
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-e BASE_URL="${{ secrets.UIPATH_BASE_URL }}" \
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retrieval-chain:test \
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/app/startup.sh --index_name "${{ github.event.inputs.index_name }}" --query "${{ github.event.inputs.query }}" --k ${{ github.event.inputs.k }}

‎.github/workflows/retrieval-chain.yml

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name: Integration testing
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on:
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push:
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branches: [ main, develop ]
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pull_request:
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branches: [ main ]
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jobs:
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test-retrieval-chain:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v3
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- name: Build Docker image
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run: |
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docker build -t retrieval-chain:test \
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--build-arg CLIENT_ID="${{ secrets.ALPHA_TEST_CLIENT_ID }}" \
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--build-arg CLIENT_SECRET="${{ secrets.ALPHA_TEST_CLIENT_SECRET }}" \
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--build-arg BASE_URL="${{ secrets.ALPHA_BASE_URL }}" \
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.
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working-directory: ./samples/company-research-agent
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# env:
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# ALPHA_BASE_URL: ${{ secrets.ALPHA_BASE_URL }}
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- name: Test retrieval chain with default parameters
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run: |
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cd samples/retrieval-chain
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docker run --rm \
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-e CLIENT_ID="${{ secrets.UIPATH_CLIENT_ID }}" \
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-e CLIENT_SECRET="${{ secrets.UIPATH_CLIENT_SECRET }}" \
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-e BASE_URL="${{ secrets.UIPATH_BASE_URL }}" \
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retrieval-chain:test
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- name: Test retrieval chain with custom parameters
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if: github.event_name == 'workflow_dispatch'
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run: |
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cd samples/retrieval-chain
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docker run --rm \
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-e CLIENT_ID="${{ secrets.UIPATH_CLIENT_ID }}" \
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-e CLIENT_SECRET="${{ secrets.UIPATH_CLIENT_SECRET }}" \
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-e BASE_URL="${{ secrets.UIPATH_BASE_URL }}" \
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retrieval-chain:test \
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/app/startup.sh --index_name "${{ github.event.inputs.index_name }}" --query "${{ github.event.inputs.query }}" --k ${{ github.event.inputs.k }}

‎.github/workflows/test-retrieval-chain.yml

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name: Test Retrieval Chain
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on:
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workflow_dispatch:
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inputs:
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index_name:
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description: 'Index name to query'
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required: true
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default: 'ECCN'
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query:
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description: 'Query to search for'
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required: true
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default: 'What is the ECCN for a laptop?'
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k:
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description: 'Number of results to return'
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required: false
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default: '3'
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jobs:
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run-retrieval-chain:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Build and run retrieval chain
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run: |
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cd samples/retrieval-chain
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# Build the image
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docker build -t retrieval-chain \
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--build-arg CLIENT_ID="${{ secrets.UIPATH_CLIENT_ID }}" \
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--build-arg CLIENT_SECRET="${{ secrets.UIPATH_CLIENT_SECRET }}" \
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--build-arg BASE_URL="${{ secrets.UIPATH_BASE_URL }}" \
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.
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# Run with parameters
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docker run --rm \
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-e CLIENT_ID="${{ secrets.UIPATH_CLIENT_ID }}" \
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-e CLIENT_SECRET="${{ secrets.UIPATH_CLIENT_SECRET }}" \
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-e BASE_URL="${{ secrets.UIPATH_BASE_URL }}" \
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retrieval-chain \
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/app/startup.sh --index_name "${{ github.event.inputs.index_name }}" --query "${{ github.event.inputs.query }}" --k ${{ github.event.inputs.k }}
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- name: Show completion
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run: |
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echo "✅ Retrieval chain completed successfully!"
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echo "📊 Parameters used:"
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echo " - Index: ${{ github.event.inputs.index_name }}"
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echo " - Query: ${{ github.event.inputs.query }}"
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echo " - Results: ${{ github.event.inputs.k }}"

‎samples/company-research-agent/.github/workflows/ci-cd.yml

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name: Build and Deploy Company Research Agent
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on:
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push:
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branches: [ main, develop ]
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paths:
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- 'samples/company-research-agent/**'
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pull_request:
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branches: [ main ]
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paths:
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- 'samples/company-research-agent/**'
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env:
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REGISTRY: ghcr.io
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IMAGE_NAME: ${{ github.repository }}/company-research-agent
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jobs:
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build:
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runs-on: ubuntu-latest
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permissions:
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contents: read
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packages: write
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steps:
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- name: Checkout repository
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uses: actions/checkout@v4
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- name: Log in to Container Registry
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uses: docker/login-action@v3
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with:
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registry: ${{ env.REGISTRY }}
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username: ${{ github.actor }}
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password: ${{ secrets.GITHUB_TOKEN }}
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- name: Extract metadata
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id: meta
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uses: docker/metadata-action@v5
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with:
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images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
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tags: |
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type=ref,event=branch
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type=ref,event=pr
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type=sha,prefix=sha-
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- name: Build and push Docker image
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uses: docker/build-push-action@v5
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with:
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context: ./samples/company-research-agent
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push: true
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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build-args: |
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CLIENT_ID=${{ secrets.UIPATH_CLIENT_ID }}
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CLIENT_SECRET=${{ secrets.UIPATH_CLIENT_SECRET }}
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BASE_URL=${{ secrets.UIPATH_BASE_URL }}
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ANTHROPIC_API_KEY=${{ secrets.ANTHROPIC_API_KEY }}
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TAVILY_API_KEY=${{ secrets.TAVILY_API_KEY }}
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test:
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runs-on: ubuntu-latest
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needs: build
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steps:
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- name: Checkout repository
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uses: actions/checkout@v4
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- name: Run container tests
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run: |
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docker run --rm \
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-e CLIENT_ID=${{ secrets.UIPATH_CLIENT_ID }} \
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-e CLIENT_SECRET=${{ secrets.UIPATH_CLIENT_SECRET }} \
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-e BASE_URL=${{ secrets.UIPATH_BASE_URL }} \
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-e ANTHROPIC_API_KEY=${{ secrets.ANTHROPIC_API_KEY }} \
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-e TAVILY_API_KEY=${{ secrets.TAVILY_API_KEY }} \
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${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:${{ github.sha }} \
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/bin/bash -c "echo 'Container health check passed'"
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deploy:
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runs-on: ubuntu-latest
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needs: [build, test]
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if: github.ref == 'refs/heads/main'
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steps:
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- name: Deploy to production
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run: |
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echo "Deploying to production..."
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# Add your deployment commands here
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# For example, deploy to Azure Container Instances, AWS ECS, or Kubernetes

‎samples/company-research-agent/Dockerfile

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FROM ghcr.io/astral-sh/uv:python3.12-bookworm
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WORKDIR /app
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COPY . .
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RUN uv sync
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ARG CLIENT_ID
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ARG CLIENT_SECRET
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ARG BASE_URL
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# Validate required environment variables
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RUN if [ -z "$CLIENT_ID" ]; then echo "CLIENT_ID build arg is required" && exit 1; fi
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RUN if [ -z "$CLIENT_SECRET" ]; then echo "CLIENT_SECRET build arg is required" && exit 1; fi
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RUN if [ -z "$BASE_URL" ]; then echo "BASE_URL build arg is required" && exit 1; fi
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# Set environment variables for runtime
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ENV CLIENT_ID=$CLIENT_ID
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ENV CLIENT_SECRET=$CLIENT_SECRET
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ENV BASE_URL=$BASE_URL
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ENV TAVILY_API_KEY=${TAVILY_API_KEY:-""}
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# Authenticate with UiPath during build
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RUN uv run uipath auth --client-id="$CLIENT_ID" --client-secret="$CLIENT_SECRET" --base-url="$BASE_URL"
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RUN uv run uipath run agent '{"company_name":"uipath"}'

‎samples/company-research-agent/graph.py

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import os
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from langchain_anthropic import ChatAnthropic
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from langchain_community.tools.tavily_search import TavilySearchResults
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from langchain_community.tools import DuckDuckGoSearchResults
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from langgraph.graph import END, START, MessagesState, StateGraph
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from langgraph.prebuilt import create_react_agent
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from pydantic import BaseModel
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from uipath_langchain.chat import UiPathAzureChatOpenAI
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# Set up the Tavily search tool
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tavily_tool = TavilySearchResults(max_results=5)
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if os.getenv("TAVILY_API_KEY"):
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tool = TavilySearchResults(max_results=5)
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else:
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tool = DuckDuckGoSearchResults()
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# Define system prompt
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system_prompt = """You are an advanced AI assistant specializing in corporate research and outreach strategy development. Your primary functions are:
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DO NOT do any math as specified in your instructions.
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"""
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llm = UiPathAzureChatOpenAI(model="gpt-4o-2024-08-06")
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# llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
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llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
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research_agent = create_react_agent(llm, tools=[tavily_tool], prompt=system_prompt)
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research_agent = create_react_agent(llm, tools=[tool], prompt=system_prompt)
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class GraphState(BaseModel):

‎samples/company-research-agent/pyproject.toml

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version = "0.0.1"
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description = "Company research agent with Tavily web search"
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authors = [{ name = "John Doe", email = "[email protected]" }]
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requires-python = ">=3.10"
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dependencies = [
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"langgraph>=0.2.55",
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"langchain-anthropic>=0.3.8",
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"tavily-python>=0.5.0",
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"uipath-langchain==0.0.113"
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"uipath>=2.0.79",
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"uipath-langchain==0.0.116",
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"duckduckgo-search>=8.1.1",
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"langchain-community>=0.3.21",
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"debugpy>=1.8.15",
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]
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[project.optional-dependencies]
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[tool.ruff.lint.per-file-ignores]
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"tests/*" = ["D", "UP"]
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[[tool.uv.index]]
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name = "testpypi"
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url = "https://test.pypi.org/simple/"
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publish-url = "https://test.pypi.org/legacy/"
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explicit = true

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