From dd4a0f89e7ad34cbbff8559b2d87af2c9fa5520e Mon Sep 17 00:00:00 2001
From: Kanchan-Microsoft <v-knagshetti@microsoft.com>
Date: Mon, 29 Sep 2025 20:24:17 +0530
Subject: [PATCH 1/2] deploy with limited quota

---
 docs/DeployWithLimitedQuota.md | 95 ++++++++++++++++++++++++++++++++++
 1 file changed, 95 insertions(+)
 create mode 100644 docs/DeployWithLimitedQuota.md

diff --git a/docs/DeployWithLimitedQuota.md b/docs/DeployWithLimitedQuota.md
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+# Deploying with Limited OpenAI Quota
+
+This document provides guidance on deploying the Content Processing Solution Accelerator when you have limited Azure OpenAI model quota available.
+
+## Overview
+
+By default, the solution requires:
+- **GPT model**: 100,000 Tokens Per Minute (TPM)
+
+If your Azure OpenAI service has lower quota limits, you can modify the deployment to work with reduced capacity.
+
+## Prerequisites
+
+Before proceeding, ensure you have:
+- Azure Developer CLI (azd) installed
+- Access to your Azure OpenAI service quota settings
+- Knowledge of your current TPM limits
+
+## Deployment Options
+
+You have two approaches to deploy with less quota:
+
+### Option 1: Remove Quota Validation
+
+Remove the metadata section (lines 23-30) from the [`infra/main.bicep`](../infra/main.bicep) file:
+
+```bicep
+@metadata({
+  azd: {
+    type: 'location'
+    usageName: [
+      'OpenAI.GlobalStandard.gpt-4o,100'
+    ]
+  }
+})
+```
+
+### Option 2: Modify Quota Thresholds (Recommended)
+
+Update the values on lines 77-78 in [`infra/main.bicep`](../infra/main.bicep) to match your available quota:
+
+```bicep
+@metadata({
+  azd: {
+    type: 'location'
+    usageName: [
+      'OpenAI.GlobalStandard.gpt-4o,50'           // Changed from 100
+    ]
+  }
+})
+```
+
+## Configuration Steps
+
+After modifying the Bicep file, configure your deployment capacity:
+
+```powershell
+azd env set AZURE_ENV_MODEL_CAPACITY="50"
+```
+
+> **Note**: Adjust the values (50) to match your actual available quota.
+
+## Deploy the Solution
+
+Once configured, proceed with deployment:
+
+```powershell
+azd up
+```
+
+## Performance Considerations
+
+⚠️ **Important**: Using reduced TPM limits may impact application performance:
+
+For optimal performance, we recommend maintaining at least 100,000 TPM for GPT models when possible.
+
+## Additional Resources
+
+For more detailed information, refer to:
+
+- [Deployment Guide](DeploymentGuide.md) - Complete deployment instructions
+- [Customizing azd Parameters](CustomizingAzdParameters.md) - Advanced configuration options
+- [Check or update Quota](AzureGPTQuotaSettings.md) - Check or update quota from Azure Portal
+- [Quota Check](Quota_Check.md) - Script for checking Azure OpenAI quota limits
+
+## Why we need to do this?
+- The solution uses built-in Azure Developer CLI (azd) quota validation to prevent deployment failures. Specifically, azd performs pre-deployment checks to ensure sufficient quota is available i.e. 100k TPM for gpt model.
+
+- These quota thresholds are hardcoded in the infrastructure file because azd's quota checking mechanism doesn't currently support parameterized values. If your Azure OpenAI service has quota below these thresholds, the deployment will fail during the validation phase rather than proceeding and failing later in the process.
+
+- By following the steps above, you can either:
+    1. **Bypass quota validation entirely** by removing the metadata block
+    2. **Lower the validation thresholds** to match your available quota (e.g., 50,000 TPM)
+
+- This ensures successful deployment while working within your quota constraints.
\ No newline at end of file

From fb9f7a648a356b8ae1a887d6ac9574000b35f82d Mon Sep 17 00:00:00 2001
From: Kanchan-Microsoft <v-knagshetti@microsoft.com>
Date: Mon, 29 Sep 2025 20:42:10 +0530
Subject: [PATCH 2/2] update

---
 docs/DeployWithLimitedQuota.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/DeployWithLimitedQuota.md b/docs/DeployWithLimitedQuota.md
index 8879252b..0ca6fb4a 100644
--- a/docs/DeployWithLimitedQuota.md
+++ b/docs/DeployWithLimitedQuota.md
@@ -81,7 +81,7 @@ For more detailed information, refer to:
 - [Deployment Guide](DeploymentGuide.md) - Complete deployment instructions
 - [Customizing azd Parameters](CustomizingAzdParameters.md) - Advanced configuration options
 - [Check or update Quota](AzureGPTQuotaSettings.md) - Check or update quota from Azure Portal
-- [Quota Check](Quota_Check.md) - Script for checking Azure OpenAI quota limits
+- [Quota Check](quota_check.md) - Script for checking Azure OpenAI quota limits
 
 ## Why we need to do this?
 - The solution uses built-in Azure Developer CLI (azd) quota validation to prevent deployment failures. Specifically, azd performs pre-deployment checks to ensure sufficient quota is available i.e. 100k TPM for gpt model.