René's URL Explorer Experiment

Title: GitHub - microsoft/AzureOpenAI-with-APIM: Deploy APIM. Auto-configure it to work with your Azure Open AI.

Open Graph Title: GitHub - microsoft/AzureOpenAI-with-APIM: Deploy APIM. Auto-configure it to work with your Azure Open AI.

X Title: GitHub - microsoft/AzureOpenAI-with-APIM: Deploy APIM. Auto-configure it to work with your Azure Open AI.

Description: Deploy APIM. Auto-configure it to work with your Azure Open AI. - microsoft/AzureOpenAI-with-APIM

Open Graph Description: Deploy APIM. Auto-configure it to work with your Azure Open AI. - microsoft/AzureOpenAI-with-APIM

X Description: Deploy APIM. Auto-configure it to work with your Azure Open AI. - microsoft/AzureOpenAI-with-APIM

Opengraph URL: https://github.com/microsoft/AzureOpenAI-with-APIM

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/commits/main/
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SECURITY.md	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/SECURITY.md
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azure_roles.json	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/azure_roles.json
azure_roles.json	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/azure_roles.json
private-apim.bicep	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/private-apim.bicep
private-apim.bicep	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/private-apim.bicep
private-apim.json	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/private-apim.json
private-apim.json	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/private-apim.json
public-apim.bicep	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/public-apim.bicep
public-apim.bicep	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/public-apim.bicep
public-apim.json	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/public-apim.json
public-apim.json	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/public-apim.json
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	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#manage-azure-openai-using-apim
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#overview
Add your Ideas · Discussions · GitHub	https://github.com/microsoft/AzureOpenAI-with-APIM/discussions/categories/ideas
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#solutions
API Management to Azure OpenAI	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#api-management-to-azure-openai
API Management to Azure OpenAI with private endpoints	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#api-management-to-azure-openai-with-private-endpoints
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#using-it
Steps and examples on how to use your APIM-based API to query your Azure OpenAI API	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#tying-it-all-together
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#utilization-per-subscription-support-charge-back
Deploy service to monitor Azure OpenAI token count per subscription	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#azure-openai-token-count-per-subscription
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#resiliency-retry-policy
Implement Resiliency	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#resiliency
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#scalability-load-balancing
Implement Scalability	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#scalability
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#performance-provisioned-throughput-units
cost forecasting	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#cost-forecasting-provisioned-throughput-units-+-rate-limiting
Implement Performance	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#performance
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#implementing-priority-based-routing
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#apim-policy-configuration
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#http-header-configuration
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#cost-management-rate-limiting
Implement Cost Management	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#cost-management
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#cost-forecasting-provisioned-throughput-units--rate-limiting
Implement Cost Forecasting	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#cost-forecasting
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#access-control
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#managed-identity
Implement authenticating APIM to Azure OpenAI using Managed Identity	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#apim-to-azure-openai
Implement authenticating application to APIM using Managed Identity	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#application-to-apim
Implement authenticating client to APIM using Entra	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#client-to-apim
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#tokens-and-keys
Implement authenticating APIM to Azure OpenAI using SAS	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#apim-to-azure-openai-sas-token
Implement authenticating application to APIM using Subscription Key	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#application-to-apim-subscription-key
Implement authenticating client to APIM using Subscription Key	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#client-to-apim-subscription-key
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#prerequisites
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#azure
How-to: Create and deploy an Azure OpenAI Service resource - Azure OpenAI \| Microsoft Learn	https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/create-resource?pivots=web-portal
How-to: Create and deploy an Azure OpenAI Service resource - Azure OpenAI \| Microsoft Learn	https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/create-resource?pivots=web-portal#deploy-a-model
Quickstart - Deploy a model and generate text using Azure OpenAI Service - Azure OpenAI \| Microsoft Learn	https://learn.microsoft.com/en-us/azure/ai-services/openai/quickstart?tabs=command-line&pivots=rest-api#retrieve-key-and-endpoint
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#one-button
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#command-line
GitHub Codespaces	https://github.com/features/codespaces
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#azure-cli
How to install the Azure CLI \| Microsoft Learn	https://learn.microsoft.com/en-us/cli/azure/install-azure-cli
Connect to Azure Government with Azure CLI - Azure Government \| Microsoft Learn	https://learn.microsoft.com/en-us/azure/azure-government/documentation-government-get-started-connect-with-cli
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#azure-powershell
How to install Azure PowerShell \| Microsoft Learn	https://learn.microsoft.com/en-us/powershell/azure/install-azure-powershell?view=azps-10.2.0
Connect to Azure Government with PowerShell - Azure Government \| Microsoft Learn	https://learn.microsoft.com/en-us/azure/azure-government/documentation-government-get-started-connect-with-ps
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#architectures
API Management to Azure OpenAI	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#api-management-to-azure-open-ai
API Management to Azure OpenAI with private endpoints	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#api-management-to-azure-open-ai-with-private-endpoints
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#api-management-to-azure-openai
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/images/apim-to-aoai.png
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#deploy
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#one-button-1
	https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2Fmicrosoft%2FAzureOpenAI-with-APIM%2Fmain%2Fpublic-apim.json
	https://portal.azure.us/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2Fmicrosoft%2FAzureOpenAI-with-APIM%2Fmain%2Fpublic-apim.json
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#azure-cli-1
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#azure-powershell-1
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#next-steps
Click here to learn how do you use the APIM endpoint to interact with Azure OpenAI?	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#tying-it-all-together
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#api-management-to-azure-openai-with-private-endpoints
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM/blob/main/images/apim-to-aoai-with-private-endpoints.png
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#deploy-1
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#one-button-2
	https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2Fmicrosoft%2FAzureOpenAI-with-APIM%2Fmain%2Fprivate-apim.json
	https://portal.azure.us/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2Fmicrosoft%2FAzureOpenAI-with-APIM%2Fmain%2Fprivate-apim.json
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#azure-cli-2
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#azure-powershell-2
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Azure API Management policy reference - retry \| Microsoft Learn	https://learn.microsoft.com/en-us/azure/api-management/retry-policy
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Ensure reliability of your Azure API Management instance - Azure API Management \| Microsoft Learn	https://learn.microsoft.com/en-us/azure/api-management/high-availability
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AzureOpenAI-with-APIM/kql_queries/KQL-Token_Tracking_and_Cost.kql at main · microsoft/AzureOpenAI-with-APIM	https://github.com/microsoft/AzureOpenAI-with-APIM/blob/main/kql_queries/KQL-Token_Tracking_and_Cost.kql
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#cost-forecasting
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	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#client-to-apim
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	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#bash
Link to example.sh file in the repo	https://github.com/microsoft/AzureOpenAI-with-APIM/blob/main/example_code/example.sh
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#net
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Link to example.py file in the repo	https://github.com/microsoft/AzureOpenAI-with-APIM/blob/main/example_code/example.py
	https://patch-diff.githubusercontent.com/microsoft/AzureOpenAI-with-APIM#references
Calculating Chargebacks for Business Units/Projects Utilizing a Shared Azure OpenAI Instance - Microsoft Community Hub	https://techcommunity.microsoft.com/t5/apps-on-azure-blog/calculating-chargebacks-for-business-units-projects-utilizing-a/ba-p/3909202
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