# OpenAI/Azure OpenAI PowerShell Samples

[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/dfinke/openai-powershell-samples?quickstart=1)

Collection of OpenAI/Azure OpenAI samples written using the [PowerShell AI module](https://github.com/dfinke/PowerShellAI). Similar to the [OpenAI dotnet samples](https://github.com/Azure-Samples/openai-dotnet-samples).

**📤 One-click setup**: [Open a new Codespace](https://codespaces.new/dfinke/openai-powershell-samples), giving you a fully configured cloud environment.

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## Getting started

1. **📤 One-click setup**: [Open a new Codespace](https://codespaces.new/azure-samples/openai-plugin-fastapi), giving you a fully configured cloud developer environment.
2. **🪄 Make an API**: Add routes in `main.py`, done in a few minutes even without [FastAPI](https://fastapi.tiangolo.com/lo/tutorial/) experience, thanks to [GitHub Copilot](https://github.com/features/copilot/).
3. **▶️ Run, one-click again**: Use VS Code's built-in *Run* command and open the forwarded port *8000* in your browser.
4. **💬 Test in ChatGPT**: Copy the URL (make sure its public) and paste it in ChatGPT's [Develop your own plugin](https://platform.openai.com/docs/plugins/getting-started/debugging) flow.
5. **🔄 Iterate quickly:** Codespaces updates the server on each save, and VS Code's debugger lets you dig into the code execution.
-->

## Prerequisites

- [Azure Account](https://aka.ms/free)
- Access to [Azure OpenAI](https://learn.microsoft.com/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) or [OpenAI](https://openai.com/)
- [VS Code](https://code.visualstudio.com/Download)
- [Polyglot Noteboks VS Code Extension](https://marketplace.visualstudio.com/items?itemName=ms-dotnettools.dotnet-interactive-vscode)

## Examples

### Generation

- [Airport code extractor](./OpenAI-Samples/airport-code-extractor.ipynb)
- [Calculate time complexity](./OpenAI-Samples/calculate-time-complexity.ipynb)
- [Create interview questions](./OpenAI-Samples/create-interview-questions.ipynb)
- [Extract contact information](./OpenAI-Samples/extract-contact-information.ipynb)


### Classification

- [Classification](./OpenAI-Samples/classification.ipynb)
- [Extract keywords](./OpenAI-Samples/extract-keywords.ipynb)

### Code 

- [Explain code](./OpenAI-Samples/explain-code.ipynb)
- [Powershell to natural language](./OpenAI-Samples/powershell-to-natural-language.ipynb)
- [Powershell bug fixer](./OpenAI-Samples/powershell-bug-fixer.ipynb)