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Terraform on Azure - How to deploy an OpenAI Service with a GPT-4 model on Azure using GitHub Actions

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© HASHICORP 3 Cloud Adoption Engineer at AVL he/him Bluesky: @patkoch.bsky.social Mastodon: @[email protected] LinkedIn: linkedin.com/in/patkoch87 Patrick Koch @[email protected]

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© HASHICORP 4 Introduction 01

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© HASHICORP 5 What is Azure OpenAI On Your Data “Azure OpenAI On Your Data enables you to run advanced AI models such as GPT-35-Turbo and GPT-4 on your own enterprise data without needing to train or fine-tune models. You can chat on top of and analyze your data with greater accuracy. You can specify sources to support the responses based on the latest information available in your designated data sources. You can access Azure OpenAI On Your Data using a REST API, via the SDK or the web-based interface in the Azure AI Foundry portal” Source: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/use-your- data Icon Source: Microsoft Azure Architecture Center URL: https://learn.microsoft.com/en- us/azure/architecture/icons/ Date of accessing: 11.02.2025

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© HASHICORP 6 What is Terraform “Terraform creates and manages resources on cloud platforms and other services through their application programming interfaces (APIs). Providers enable Terraform to work with virtually any platform or service with an accessible API. HashiCorp and the Terraform community have already written thousands of providers to manage many different types of resources and services. You can find all publicly available providers on the Terraform Registry, including Amazon Web Services (AWS), Azure, Google Cloud Platform (GCP), Kubernetes, Helm, GitHub, Splunk, DataDog, and many more.” Source: https://developer.hashicorp.com/terraform/intro Icon Source: HashiCorp Brand Assets URL: https://www.hashicorp.com/brand Date of accessing: 11.02.2025

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© HASHICORP 7 Deployment with GitHub 02

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© HASHICORP 8 Icon Sources: HashiCorp Brand Assets, Microsoft Azure Architecture Center, GitHub Actions, GitHub Logos and Usage URL: https://www.hashicorp.com/brand, https://learn.microsoft.com/en- us/azure/architecture/icons/, https://github.com/actions, https://github.com/logos Date of accessing: 11.02.2025 Terraform Configuration GitHub Action Workflow Azure OpenAI Service

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© HASHICORP 9 Live Demo 03

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[email protected] | learn.hashicorp.com | discuss.hashicorp.com Thank you