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dotnet/samples/AzureFunctions/02_AgentOrchestration_Chaining/README.md

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+# Single Agent Orchestration Sample
+
+This sample demonstrates how to use the Durable Agent Framework (DAFx) to create a simple Azure Functions app that orchestrates sequential calls to a single AI agent using the same conversation thread for context continuity.
+
+## Key Concepts Demonstrated
+
+- Orchestrating multiple interactions with the same agent in a deterministic order
+- Using the same `AgentThread` across multiple calls to maintain conversational context
+- Durable orchestration with automatic checkpointing and resumption from failures
+- HTTP API integration for starting and monitoring orchestrations
+
+## Environment Setup
+
+See the [README.md](../README.md) file in the parent directory for more information on how to configure the environment, including how to install and run common sample dependencies.
+
+## Running the Sample
+
+With the environment setup and function app running, you can test the sample by sending an HTTP request to start the orchestration.
+
+You can use the `demo.http` file to start the orchestration, or a command line tool like `curl` as shown below:
+
+Bash (Linux/macOS/WSL):
+
+```bash
+curl -X POST http://localhost:7071/api/singleagent/run
+```
+
+PowerShell:
+
+```powershell
+Invoke-RestMethod -Method Post -Uri http://localhost:7071/api/singleagent/run
+```
+
+The response will be a JSON object that looks something like the following, which indicates that the orchestration has started.
+
+```json
+{
+  "message": "Single-agent orchestration started.",
+  "instanceId": "86313f1d45fb42eeb50b1852626bf3ff",
+  "statusQueryGetUri": "http://localhost:7071/api/singleagent/status/86313f1d45fb42eeb50b1852626bf3ff"
+}
+```
+
+The orchestration will proceed to run the WriterAgent twice in sequence:
+
+1. First, it writes an inspirational sentence about learning
+2. Then, it refines the initial output using the same conversation thread
+
+Once the orchestration has completed, you can get the status of the orchestration by sending a GET request to the `statusQueryGetUri` URL. The response will be a JSON object that looks something like the following:
+
+```json
+{
+    "failureDetails": null,
+    "input": null,
+    "instanceId": "86313f1d45fb42eeb50b1852626bf3ff",
+    "output": "Learning serves as the key, opening doors to boundless opportunities and a brighter future.",
+    "runtimeStatus": "Completed"
+}
+```