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.devcontainer/Dockerfile

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FROM mcr.microsoft.com/devcontainers/python:3.12-bookworm
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COPY requirements.txt /tmp/pip-tmp/
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RUN pip3 --disable-pip-version-check --no-cache-dir install -r /tmp/pip-tmp/requirements.txt \
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&& rm -rf /tmp/pip-tmp

.devcontainer/devcontainer.json

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{
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"name": "python-agentframework-demos",
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"build": {
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"dockerfile": "Dockerfile",
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"context": ".."
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},
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"features": {
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"ghcr.io/azure/azure-dev/azd:latest": {}
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},
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"customizations": {
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"vscode": {
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"settings": {
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"python.defaultInterpreterPath": "/usr/local/bin/python",
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"remote.autoForwardPorts": false,
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"python.createEnvironment.trigger": "off",
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"python.analysis.typeCheckingMode": "off"
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},
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"extensions": [
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"ms-python.python",
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"ms-azuretools.vscode-bicep"
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]
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}
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},
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"remoteUser": "vscode"
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}

.env.sample

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# API_HOST can be either azure, ollama, openai, or github:
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API_HOST=azure
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# Configure for Azure:
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AZURE_OPENAI_ENDPOINT=https://YOUR-AZURE-OPENAI-SERVICE-NAME.openai.azure.com/openai/v1
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AZURE_OPENAI_CHAT_DEPLOYMENT=YOUR-AZURE-DEPLOYMENT-NAME
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# Configure for Ollama:
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OLLAMA_ENDPOINT=http://localhost:11434/v1
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OLLAMA_MODEL=llama3.1
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# Configure for OpenAI.com:
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OPENAI_API_KEY=YOUR-OPENAI-KEY
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OPENAI_MODEL=gpt-3.5-turbo
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# Configure for GitHub models: (GITHUB_TOKEN already exists inside Codespaces)
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GITHUB_MODEL=gpt-5-mini
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GITHUB_TOKEN=YOUR-GITHUB-PERSONAL-ACCESS-TOKEN

.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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# 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

.github/CONTRIBUTING.md

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# Contributing to python-agentframework-demos
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This project welcomes contributions and suggestions. Most contributions require you to agree to a
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Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us
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the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.
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When you submit a pull request, a CLA bot will automatically determine whether you need to provide
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a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions
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provided by the bot. You will only need to do this once across all repos using our CLA.
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This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
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For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or
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contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments.
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- [Code of Conduct](#coc)
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- [Issues and Bugs](#issue)
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- [Feature Requests](#feature)
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- [Submission Guidelines](#submit)
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## <a name="coc"></a> Code of Conduct
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Help us keep this project open and inclusive. Please read and follow our [Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
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## <a name="issue"></a> Found an Issue?
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If you find a bug in the source code or a mistake in the documentation, you can help us by
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[submitting an issue](#submit-issue) to the GitHub Repository. Even better, you can
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[submit a Pull Request](#submit-pr) with a fix.
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## <a name="feature"></a> Want a Feature?
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You can *request* a new feature by [submitting an issue](#submit-issue) to the GitHub
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Repository. If you would like to *implement* a new feature, please submit an issue with
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a proposal for your work first, to be sure that we can use it.
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* **Small Features** can be crafted and directly [submitted as a Pull Request](#submit-pr).
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## <a name="submit"></a> Submission Guidelines
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### <a name="submit-issue"></a> Submitting an Issue
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Before you submit an issue, search the archive, maybe your question was already answered.
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If your issue appears to be a bug, and hasn't been reported, open a new issue.
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Help us to maximize the effort we can spend fixing issues and adding new
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features, by not reporting duplicate issues. Providing the following information will increase the
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chances of your issue being dealt with quickly:
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* **Overview of the Issue** - if an error is being thrown a non-minified stack trace helps
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* **Version** - what version is affected (e.g. 0.1.2)
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* **Motivation for or Use Case** - explain what are you trying to do and why the current behavior is a bug for you
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* **Browsers and Operating System** - is this a problem with all browsers?
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* **Reproduce the Error** - provide a live example or a unambiguous set of steps
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* **Related Issues** - has a similar issue been reported before?
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* **Suggest a Fix** - if you can't fix the bug yourself, perhaps you can point to what might be
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causing the problem (line of code or commit)
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You can file new issues by providing the above information at the corresponding repository's issues link: https://github.com/Azure-samples/azure-openai-entity-extraction/issues/new].
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### <a name="submit-pr"></a> Submitting a Pull Request (PR)
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Before you submit your Pull Request (PR) consider the following guidelines:
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* Search the repository (https://github.com/Azure-samples/azure-openai-entity-extraction/pulls) for an open or closed PR
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that relates to your submission. You don't want to duplicate effort.
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* Make your changes in a new git fork:
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* Commit your changes using a descriptive commit message
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* Push your fork to GitHub:
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* In GitHub, create a pull request
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* If we suggest changes then:
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* Make the required updates.
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* Rebase your fork and force push to your GitHub repository (this will update your Pull Request):
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```shell
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git rebase master -i
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git push -f
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```
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That's it! Thank you for your contribution!

.github/ISSUE_TEMPLATE.md

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<!--
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IF SUFFICIENT INFORMATION IS NOT PROVIDED VIA THE FOLLOWING TEMPLATE THE ISSUE MIGHT BE CLOSED WITHOUT FURTHER CONSIDERATION OR INVESTIGATION
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-->
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> Please provide us with the following information:
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> ---------------------------------------------------------------
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### This issue is for a: (mark with an `x`)
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```
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- [ ] bug report -> please search issues before submitting
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- [ ] feature request
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- [ ] documentation issue or request
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- [ ] regression (a behavior that used to work and stopped in a new release)
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```
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### Minimal steps to reproduce
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>
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### Any log messages given by the failure
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>
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### Expected/desired behavior
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>
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### OS and Version?
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> Windows 7, 8 or 10. Linux (which distribution). macOS (Yosemite? El Capitan? Sierra?)
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### Versions
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>
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### Mention any other details that might be useful
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> ---------------------------------------------------------------
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> Thanks! We'll be in touch soon.
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<!--
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IF SUFFICIENT INFORMATION IS NOT PROVIDED VIA THE FOLLOWING TEMPLATE THE ISSUE MIGHT BE CLOSED WITHOUT FURTHER CONSIDERATION OR INVESTIGATION
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-->
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> Please provide us with the following information:
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> ---------------------------------------------------------------
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### This issue is for a: (mark with an `x`)
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```
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- [ ] bug report -> please search issues before submitting
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- [ ] feature request
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- [ ] documentation issue or request
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- [ ] regression (a behavior that used to work and stopped in a new release)
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```
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### Minimal steps to reproduce
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>
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### Any log messages given by the failure
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>
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### Expected/desired behavior
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>
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### OS and Version?
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> Windows 7, 8 or 10. Linux (which distribution). macOS (Yosemite? El Capitan? Sierra?)
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### Versions
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>
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### Mention any other details that might be useful
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> ---------------------------------------------------------------
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> Thanks! We'll be in touch soon.

.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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* ...
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## Does this introduce a breaking change?
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<!-- Mark one with an "x". -->
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```
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[ ] Yes
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[ ] No
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```
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## Pull Request Type
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What kind of change does this Pull Request introduce?
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<!-- Please check the one that applies to this PR using "x". -->
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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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## How to Test
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* Get the code
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```
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git clone [repo-address]
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cd [repo-name]
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git checkout [branch-name]
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npm install
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```
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* Test the code
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<!-- Add steps to run the tests suite and/or manually test -->
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```
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```
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## What to Check
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Verify that the following are valid
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* ...
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## Other Information
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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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* ...
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## Does this introduce a breaking change?
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<!-- Mark one with an "x". -->
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```
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[ ] Yes
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[ ] No
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```
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## Pull Request Type
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What kind of change does this Pull Request introduce?
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<!-- Please check the one that applies to this PR using "x". -->
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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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## How to Test
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* Get the code
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```
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git clone [repo-address]
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cd [repo-name]
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git checkout [branch-name]
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npm install
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```
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* Test the code
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<!-- Add steps to run the tests suite and/or manually test -->
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```
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```
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## What to Check
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Verify that the following are valid
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* ...
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## Other Information
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<!-- Add any other helpful information that may be needed here. -->

.github/SECURITY.md

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# Security
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Microsoft takes the security of our software products and services seriously, which includes all source code repositories managed through our GitHub organizations, which include [Microsoft](https://github.com/Microsoft), [Azure](https://github.com/Azure), [DotNet](https://github.com/dotnet), [AspNet](https://github.com/aspnet), [Xamarin](https://github.com/xamarin), and [our GitHub organizations](https://opensource.microsoft.com/).
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If you believe you have found a security vulnerability in any Microsoft-owned repository that meets [Microsoft's definition of a security vulnerability](<https://docs.microsoft.com/previous-versions/tn-archive/cc751383(v=technet.10)>), please report it to us as described below.
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## Reporting Security Issues
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**Please do not report security vulnerabilities through public GitHub issues.**
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Instead, please report them to the Microsoft Security Response Center (MSRC) at [https://msrc.microsoft.com/create-report](https://msrc.microsoft.com/create-report).
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If you prefer to submit without logging in, send email to [secure@microsoft.com](mailto:secure@microsoft.com). If possible, encrypt your message with our PGP key; please download it from the [Microsoft Security Response Center PGP Key page](https://www.microsoft.com/msrc/pgp-key-msrc).
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You should receive a response within 24 hours. If for some reason you do not, please follow up via email to ensure we received your original message. Additional information can be found at [microsoft.com/msrc](https://www.microsoft.com/msrc).
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Please include the requested information listed below (as much as you can provide) to help us better understand the nature and scope of the possible issue:
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- Type of issue (e.g. buffer overflow, SQL injection, cross-site scripting, etc.)
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- Full paths of source file(s) related to the manifestation of the issue
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- The location of the affected source code (tag/branch/commit or direct URL)
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- Any special configuration required to reproduce the issue
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- Step-by-step instructions to reproduce the issue
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- Proof-of-concept or exploit code (if possible)
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- Impact of the issue, including how an attacker might exploit the issue
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This information will help us triage your report more quickly.
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If you are reporting for a bug bounty, more complete reports can contribute to a higher bounty award. Please visit our [Microsoft Bug Bounty Program](https://microsoft.com/msrc/bounty) page for more details about our active programs.
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## Preferred Languages
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We prefer all communications to be in English.
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## Policy
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Microsoft follows the principle of [Coordinated Vulnerability Disclosure](https://www.microsoft.com/msrc/cvd).

.github/workflows/azure-dev.yaml

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name: Provision Azure resources with azd
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on:
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workflow_dispatch:
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push:
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# Run when commits are pushed to mainline branch (main or master)
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# Set this to the mainline branch you are using
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branches:
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- main
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# GitHub Actions workflow to deploy to Azure using azd
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# To configure required secrets for connecting to Azure, simply run `azd pipeline config`
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# Set up permissions for deploying with secretless Azure federated credentials
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# https://learn.microsoft.com/en-us/azure/developer/github/connect-from-azure?tabs=azure-portal%2Clinux#set-up-azure-login-with-openid-connect-authentication
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permissions:
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id-token: write
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contents: read
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jobs:
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build:
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runs-on: ubuntu-latest
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env:
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# azd required
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AZURE_CLIENT_ID: ${{ vars.AZURE_CLIENT_ID }}
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AZURE_TENANT_ID: ${{ vars.AZURE_TENANT_ID }}
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AZURE_SUBSCRIPTION_ID: ${{ vars.AZURE_SUBSCRIPTION_ID }}
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AZURE_ENV_NAME: ${{ vars.AZURE_ENV_NAME }}
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AZURE_LOCATION: ${{ vars.AZURE_LOCATION }}
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# Project specific
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AZURE_OPENAI_CHAT_MODEL: ${{ vars.AZURE_OPENAI_CHAT_MODEL }}
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AZURE_OPENAI_CHAT_MODEL_VERSION: ${{ vars.AZURE_OPENAI_CHAT_MODEL_VERSION }}
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AZURE_OPENAI_CHAT_DEPLOYMENT: ${{ vars.AZURE_OPENAI_CHAT_DEPLOYMENT }}
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AZURE_OPENAI_CHAT_DEPLOYMENT_CAPACITY: ${{ vars.AZURE_OPENAI_CHAT_DEPLOYMENT_CAPACITY }}
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steps:
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- name: Checkout
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uses: actions/checkout@v6
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- name: Install azd
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uses: Azure/setup-azd@v2.2.1
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- name: Install Nodejs
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uses: actions/setup-node@v6
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with:
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node-version: 18
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- name: Log in with Azure (Federated Credentials)
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run: |
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azd auth login `
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--client-id "$Env:AZURE_CLIENT_ID" `
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--federated-credential-provider "github" `
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--tenant-id "$Env:AZURE_TENANT_ID"
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shell: pwsh
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- name: Provision Infrastructure
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run: azd provision --no-prompt
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env:
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AZD_INITIAL_ENVIRONMENT_CONFIG: ${{ secrets.AZD_INITIAL_ENVIRONMENT_CONFIG }}
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