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‎.devcontainer/Dockerfile

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ARG IMAGE=bullseye
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FROM mcr.microsoft.com/devcontainers/${IMAGE}
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ENV PYTHONUNBUFFERED 1
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RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
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&& apt-get -y install --no-install-recommends postgresql-client \
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&& apt-get clean -y && rm -rf /var/lib/apt/lists/*

‎.devcontainer/devcontainer.json

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// For format details, see https://aka.ms/devcontainer.json. For config options, see the README at:
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// https://github.com/microsoft/vscode-dev-containers/tree/v0.245.0/containers/python-3
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{
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"name": "RAG on database",
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"dockerComposeFile": "docker-compose.yaml",
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"service": "app",
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"workspaceFolder": "/workspace",
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"forwardPorts": [5432],
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"portsAttributes": {
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"5432": {"label": "PostgreSQL port", "onAutoForward": "silent"},
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"8000": {"label": "Backend port", "onAutoForward": "openBrowser"},
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"5173": {"label": "Frontend port", "onAutoForward": "openBrowser"}
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},
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"features": {
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"ghcr.io/devcontainers/features/node:1": {
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"version": "18",
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"nodeGypDependencies": false
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},
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"ghcr.io/azure/azure-dev/azd:latest": {},
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// Required for azd to package the app to ACA
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"ghcr.io/devcontainers/features/docker-in-docker:2": {}
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},
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// Configure tool-specific properties.
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"customizations": {
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// Configure properties specific to VS Code.
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"vscode": {
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// Add the IDs of extensions you want installed when the container is created.
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"extensions": [
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"ms-python.python",
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"ms-python.vscode-pylance",
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"charliermarsh.ruff",
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"ms-python.black-formatter",
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"mtxr.sqltools",
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"mtxr.sqltools-driver-pg",
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"ms-vscode.vscode-node-azure-pack",
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"esbenp.prettier-vscode"
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],
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// Set *default* container specific settings.json values on container create.
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"settings": {
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"python.defaultInterpreterPath": "/usr/local/bin/python",
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"python.testing.unittestEnabled": false,
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"python.testing.pytestEnabled": false,
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"[python]": {
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"editor.formatOnSave": true,
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"editor.codeActionsOnSave": {
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"source.fixAll": "explicit"
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},
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"editor.defaultFormatter": "ms-python.black-formatter"
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},
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"files.exclude": {
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".ruff_cache": true,
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".pytest_cache": true
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}
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}
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}
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},
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// Use 'postCreateCommand' to run commands after the container is created.
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"postCreateCommand": "pip install -r requirements-dev.txt && pip install -e src && cp .env.sample .env && python ./src/fastapi_app/setup_postgres_database.py && python ./src/fastapi_app/setup_postgres_seeddata.py",
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// Comment out to connect as root instead. More info: https://aka.ms/vscode-remote/containers/non-root.
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"remoteUser": "vscode"
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}

‎.devcontainer/docker-compose.yaml

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version: "3"
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services:
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app:
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build:
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context: ..
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dockerfile: .devcontainer/Dockerfile
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args:
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IMAGE: python:3.11
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volumes:
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- ..:/workspace:cached
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# Overrides default command so things don't shut down after the process ends.
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command: sleep infinity
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# Runs app on the same network as the database container, allows "forwardPorts" in devcontainer.json function.
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network_mode: service:db
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db:
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image: pgvector/pgvector:pg16
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restart: unless-stopped
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volumes:
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- postgres-data:/var/lib/postgresql/data
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environment:
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POSTGRES_DB: postgres
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POSTGRES_USER: admin
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POSTGRES_PASSWORD: LocalPasswordOnly
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# Add "forwardPorts": ["5432"] to **devcontainer.json** to forward PostgreSQL locally.
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# (Adding the "ports" property to this file will not forward from a Codespace.)
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volumes:
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postgres-data:

‎.env.sample

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# Use these values to connect to the local database from within the devcontainer
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POSTGRES_HOST=localhost
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POSTGRES_USERNAME=admin
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POSTGRES_PASSWORD=LocalPasswordOnly
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POSTGRES_DATABASE=postgres
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POSTGRES_SSL=disable
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# OPENAI_CHAT_HOST can be either azure, openai, or ollama:
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OPENAI_CHAT_HOST=azure
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# OPENAI_EMBED_HOST can be either azure or openai:
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OPENAI_EMBED_HOST=azure
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# Needed for Azure:
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# You also need to `azd auth login` if running this locally
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AZURE_OPENAI_ENDPOINT=https://YOUR-AZURE-OPENAI-SERVICE-NAME.openai.azure.com
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AZURE_OPENAI_VERSION=2024-03-01-preview
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AZURE_OPENAI_CHAT_DEPLOYMENT=YOUR-AZURE-DEPLOYMENT-NAME
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AZURE_OPENAI_CHAT_MODEL=gpt-35-turbo
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AZURE_OPENAI_EMBED_DEPLOYMENT=embed
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AZURE_OPENAI_EMBED_MODEL=text-embedding-ada-002
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AZURE_OPENAI_EMBED_MODEL_DIMENSIONS=1536
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# Needed for OpenAI.com:
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OPENAICOM_KEY=YOUR-OPENAI-API-KEY
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OPENAICOM_CHAT_MODEL=gpt-3.5-turbo
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OPENAICOM_EMBED_MODEL=text-embedding-ada-002
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OPENAICOM_EMBED_MODEL_DIMENSIONS=1536
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# Needed for Ollama:
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OLLAMA_ENDPOINT=http://host.docker.internal:11434/v1
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OLLAMA_CHAT_MODEL=phi3:3.8b

‎.github/CODE_OF_CONDUCT.md

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# Microsoft Open Source Code of Conduct
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This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
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Resources:
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- [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/)
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- [Microsoft Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/)
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- Contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with questions or concerns
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‎.github/ISSUE_TEMPLATE.md

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### Description
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What is wrong or what would you like to see improved?
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### Environment
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Describe your OS and dev environment (Codespaces, Dev Container, etc):
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‎.github/PULL_REQUEST_TEMPLATE.md

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## Purpose
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<!-- Describe the intention of the changes being proposed. What problem does it solve or functionality does it add? -->
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## Does this introduce a breaking change?
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When developers merge from main and run the server, azd up, or azd deploy, will this produce an error?
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If you're not sure, try it out on an old environment.
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```
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[ ] Yes
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[ ] No
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```
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## Type of change
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```
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[ ] Bugfix
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[ ] Feature
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[ ] Code style update (formatting, local variables)
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[ ] Refactoring (no functional changes, no api changes)
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[ ] Documentation content changes
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[ ] Other... Please describe:
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```
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## Code quality checklist
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See [CONTRIBUTING.md](https://github.com/Azure-Samples/rag-postgres-openai-python/blob/main/CONTRIBUTING.md#submit-pr) for more details.
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- [ ] The current tests all pass (`python -m pytest`).
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- [ ] I added tests that prove my fix is effective or that my feature works
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- [ ] I ran `python -m pytest --cov` to verify 100% coverage of added lines
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- [ ] I ran `python -m mypy` to check for type errors
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- [ ] I either used the pre-commit hooks or ran `ruff` and `black` manually on my code.
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‎.github/dependabot.yaml

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# To get started with Dependabot version updates, you'll need to specify which
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# package ecosystems to update and where the package manifests are located.
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# Please see the documentation for all configuration options:
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# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
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version: 2
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updates:
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- package-ecosystem: "pip"
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directory: "/"
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schedule:
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interval: "weekly"
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- package-ecosystem: "github-actions"
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directory: "/"
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schedule:
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interval: "weekly"
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- package-ecosystem: "npm"
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directory: "/app/frontend"
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schedule:
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interval: "weekly"

‎.github/workflows/bicep-audit.yaml

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name: Analyze AZD Template for Security Issues
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on:
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push:
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branches: [ main ]
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paths:
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- "infra/**"
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pull_request:
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branches: [ main ]
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paths:
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- "infra/**"
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workflow_dispatch:
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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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security-events: write
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Run Microsoft Security DevOps Analysis
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uses: microsoft/security-devops-action@preview
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id: msdo
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continue-on-error: true
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with:
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tools: templateanalyzer
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- name: Upload alerts to Security tab
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uses: github/codeql-action/upload-sarif@v3
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if: github.repository_owner == 'Azure-Samples'
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with:
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sarif_file: ${{ steps.msdo.outputs.sarifFile }}

‎.github/workflows/bicep-validation.yaml

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name: Validate AZD template
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on:
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push:
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branches: [ main ]
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paths:
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- "infra/**"
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pull_request:
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branches: [ main ]
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paths:
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- "infra/**"
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workflow_dispatch:
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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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security-events: write
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Build Bicep for linting
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uses: azure/CLI@v1
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with:
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inlineScript: az config set bicep.use_binary_from_path=false && az bicep build -f infra/main.bicep --stdout
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- name: Run Microsoft Security DevOps Analysis
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uses: microsoft/security-devops-action@v1
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id: msdo
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continue-on-error: true
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with:
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tools: templateanalyzer
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- name: Upload alerts to Security tab
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uses: github/codeql-action/upload-sarif@v3
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if: github.repository == 'Azure-Samples/langfuse-on-azure'
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with:
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sarif_file: ${{ steps.msdo.outputs.sarifFile }}

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