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# Agent Middleware
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This sample demonstrates how to add middleware to intercept:
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- Chat client calls (global and per‑request)
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- Agent runs (guardrails and PII filtering)
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- Function calling (logging/override)
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## What This Sample Shows
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1. Azure OpenAI integration via `AzureOpenAIClient` and `AzureCliCredential`
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2. Chat client middleware using `ChatClientBuilder.Use(...)`
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3. Agent run middleware (PII redaction and wording guardrails)
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4. Function invocation middleware (logging and overriding a tool result)
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5. Per‑request chat client middleware
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6. Per‑request function pipeline with approval
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7. Combining agent‑level and per‑request middleware
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## Function Invocation Middleware
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Not all agents support function invocation middleware.
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Attempting to use function middleware on agents that do not wrap a ChatClientAgent or derives from it will throw an InvalidOperationException.
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## Prerequisites
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1. Environment variables:
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- `AZURE_OPENAI_ENDPOINT`: Your Azure OpenAI endpoint
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- `AZURE_OPENAI_DEPLOYMENT_NAME`: Chat deployment name (optional; defaults to `gpt-4o`)
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2. Sign in with Azure CLI (PowerShell):
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```powershell
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az login
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```
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## Running the Sample
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Use PowerShell:
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```powershell
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cd dotnet/samples/GettingStarted/Agents/Agent_Step14_Middleware
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dotnet run
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```
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