First commit

.devcontainer/devcontainer.json

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+{
+    "name": "azure-openai-keyless",
+    "image": "mcr.microsoft.com/devcontainers/python:3.12-bullseye",
+    "features": {
+        "ghcr.io/azure/azure-dev/azd:latest": {}
+    },
+    "customizations": {
+        "vscode": {
+            "extensions": [
+                "ms-python.python",
+				"ms-python.vscode-pylance",
+				"charliermarsh.ruff",
+                "ms-azuretools.azure-dev",
+                "ms-azuretools.vscode-bicep"
+            ],
+            "python.defaultInterpreterPath": "/usr/local/bin/python",
+            "[python]": {
+                "editor.formatOnSave": true,
+                "editor.codeActionsOnSave": {
+                    "source.fixAll": "explicit"
+                },
+                "editor.defaultFormatter": "charliermarsh.ruff"
+			}
+        }
+    },
+    "postCreateCommand": "",
+    "remoteUser": "vscode",
+    "hostRequirements": {
+        "memory": "8gb"
+    }
+}

.env.sample

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+AZURE_OPENAI_GPT_DEPLOYMENT=
+AZURE_OPENAI_SERVICE=

.github/CODE_OF_CONDUCT.md

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

.github/CONTRIBUTING.md

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

.github/ISSUE_TEMPLATE.md

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

.github/SECURITY.md

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+# Security
+
+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/).
+
+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.
+
+## Reporting Security Issues
+
+**Please do not report security vulnerabilities through public GitHub issues.**
+
+Instead, please report them to the Microsoft Security Response Center (MSRC) at [https://msrc.microsoft.com/create-report](https://msrc.microsoft.com/create-report).
+
+If you prefer to submit without logging in, send email to [[email protected]](mailto:[email protected]). 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).
+
+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).
+
+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:
+
+- Type of issue (e.g. buffer overflow, SQL injection, cross-site scripting, etc.)
+- Full paths of source file(s) related to the manifestation of the issue
+- The location of the affected source code (tag/branch/commit or direct URL)
+- Any special configuration required to reproduce the issue
+- Step-by-step instructions to reproduce the issue
+- Proof-of-concept or exploit code (if possible)
+- Impact of the issue, including how an attacker might exploit the issue
+
+This information will help us triage your report more quickly.
+
+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.
+
+## Preferred Languages
+
+We prefer all communications to be in English.
+
+## Policy
+
+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 with azd
+
+on:
+  workflow_dispatch:
+  push:
+    # Run when commits are pushed to mainline branch (main or master)
+    # Set this to the mainline branch you are using
+    branches:
+      - main
+
+# GitHub Actions workflow to deploy to Azure using azd
+# To configure required secrets for connecting to Azure, simply run `azd pipeline config`
+
+# Set up permissions for deploying with secretless Azure federated credentials
+# https://learn.microsoft.com/en-us/azure/developer/github/connect-from-azure?tabs=azure-portal%2Clinux#set-up-azure-login-with-openid-connect-authentication
+permissions:
+  id-token: write
+  contents: read
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    env:
+      # azd required
+      AZURE_CLIENT_ID: ${{ vars.AZURE_CLIENT_ID }}
+      AZURE_TENANT_ID: ${{ vars.AZURE_TENANT_ID }}
+      AZURE_SUBSCRIPTION_ID: ${{ vars.AZURE_SUBSCRIPTION_ID }}
+      AZURE_ENV_NAME: ${{ vars.AZURE_ENV_NAME }}
+      AZURE_LOCATION: ${{ vars.AZURE_LOCATION }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Install azd
+        uses: Azure/[email protected]
+
+      - name: Install Nodejs
+        uses: actions/setup-node@v4
+        with:
+          node-version: 18
+
+      - name: Log in with Azure (Federated Credentials)
+        if: ${{ env.AZURE_CLIENT_ID != '' }}
+        run: |
+          azd auth login `
+            --client-id "$Env:AZURE_CLIENT_ID" `
+            --federated-credential-provider "github" `
+            --tenant-id "$Env:AZURE_TENANT_ID"
+        shell: pwsh
+
+      - name: Provision Infrastructure
+        run: azd provision --no-prompt
+        env:
+          AZD_INITIAL_ENVIRONMENT_CONFIG: ${{ secrets.AZD_INITIAL_ENVIRONMENT_CONFIG }}
+          AZURE_SERVER_APP_SECRET: ${{ secrets.AZURE_SERVER_APP_SECRET }}
+          AZURE_CLIENT_APP_SECRET: ${{ secrets.AZURE_CLIENT_APP_SECRET }}

.github/workflows/template-validation.yaml

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+# This is for internal use to make sure our samples follow best practices. You can delete this in your fork.
+name: Template validation sample workflow
+on:
+  workflow_dispatch:
+
+permissions:
+  contents: read
+  id-token: write
+  pull-requests: write
+
+jobs:
+  template_validation_job:
+    runs-on: ubuntu-latest
+    name: template validation
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: microsoft/[email protected]
+        env:
+          AZURE_CLIENT_ID: ${{ vars.AZURE_CLIENT_ID }}
+          AZURE_TENANT_ID: ${{ vars.AZURE_TENANT_ID }}
+          AZURE_SUBSCRIPTION_ID: ${{ vars.AZURE_SUBSCRIPTION_ID }}
+          AZURE_ENV_NAME: ${{ vars.AZURE_ENV_NAME }}
+          AZURE_LOCATION: ${{ vars.AZURE_LOCATION }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: print result
+        run: cat ${{ steps.validation.outputs.resultFile }}