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| 1 | +# Sample for use of an agent with a connected agent in Azure.AI.Projects. |
| 2 | + |
| 3 | +To enable your Agent to use a connected agent, you use `ConnectedAgentToolDefinition` along with the agent id, name, and a description. |
| 4 | +1. First we need to create agent client and read the environment variables, which will be used in the next steps. |
| 5 | + |
| 6 | +```C# Snippet:ConnectedAgent_CreateProject |
| 7 | +var connectionString = System.Environment.GetEnvironmentVariable("PROJECT_CONNECTION_STRING"); |
| 8 | +var modelDeploymentName = System.Environment.GetEnvironmentVariable("MODEL_DEPLOYMENT_NAME"); |
| 9 | + |
| 10 | +var projectClient = new AIProjectClient(connectionString, new DefaultAzureCredential()); |
| 11 | + |
| 12 | +AgentsClient agentClient = projectClient.GetAgentsClient(); |
| 13 | +``` |
| 14 | + |
| 15 | +2. Next we will create the connected agent using the agent client. This agent will be used to initialize the `ConnectedAgentToolDefinition`. |
| 16 | + |
| 17 | +Synchronous sample: |
| 18 | +```C# Snippet:ConnectedAgent_CreateConnectedAgent |
| 19 | +Agent connectedAgent = agentClient.CreateAgent( |
| 20 | + model: modelDeploymentName, |
| 21 | + name: "stock_price_bot", |
| 22 | + instructions: "Your job is to get the stock price of a company. If you don't know the realtime stock price, return the last known stock price."); |
| 23 | + |
| 24 | +ConnectedAgentToolDefinition connectedAgentDefinition = new(new ConnectedAgentDetails(connectedAgent.Id, connectedAgent.Name, "Gets the stock price of a company")); |
| 25 | +``` |
| 26 | + |
| 27 | +Asynchronous sample: |
| 28 | +```C# Snippet:ConnectedAgentAsync_CreateConnectedAgent |
| 29 | +Agent connectedAgent = await agentClient.CreateAgentAsync( |
| 30 | + model: modelDeploymentName, |
| 31 | + name: "stock_price_bot", |
| 32 | + instructions: "Your job is to get the stock price of a company. If you don't know the realtime stock price, return the last known stock price."); |
| 33 | + |
| 34 | +ConnectedAgentToolDefinition connectedAgentDefinition = new(new ConnectedAgentDetails(connectedAgent.Id, connectedAgent.Name, "Gets the stock price of a company")); |
| 35 | +``` |
| 36 | + |
| 37 | +3. We will use the `ConnectedAgentToolDefinition` during the agent initialization. |
| 38 | + |
| 39 | +Synchronous sample: |
| 40 | +```C# Snippet:ConnectedAgent_CreateAgent |
| 41 | +Agent agent = agentClient.CreateAgent( |
| 42 | + model: modelDeploymentName, |
| 43 | + name: "my-assistant", |
| 44 | + instructions: "You are a helpful assistant, and use the connected agent to get stock prices.", |
| 45 | + tools: [ connectedAgentDefinition ]); |
| 46 | +``` |
| 47 | + |
| 48 | +Asynchronous sample: |
| 49 | +```C# Snippet:ConnectedAgentAsync_CreateAgent |
| 50 | +Agent agent = await agentClient.CreateAgentAsync( |
| 51 | + model: modelDeploymentName, |
| 52 | + name: "my-assistant", |
| 53 | + instructions: "You are a helpful assistant, and use the connected agent to get stock prices.", |
| 54 | + tools: [ connectedAgentDefinition ]); |
| 55 | +``` |
| 56 | + |
| 57 | +4. Now we will create the thread, add the message, containing a question for agent and start the run. |
| 58 | + |
| 59 | +Synchronous sample: |
| 60 | +```C# Snippet:ConnectedAgent_CreateThreadMessage |
| 61 | +AgentThread thread = agentClient.CreateThread(); |
| 62 | + |
| 63 | +// Create message to thread |
| 64 | +ThreadMessage message = agentClient.CreateMessage( |
| 65 | + thread.Id, |
| 66 | + MessageRole.User, |
| 67 | + "What is the stock price of Microsoft?"); |
| 68 | + |
| 69 | +// Run the agent |
| 70 | +ThreadRun run = agentClient.CreateRun(thread, agent); |
| 71 | +do |
| 72 | +{ |
| 73 | + Thread.Sleep(TimeSpan.FromMilliseconds(500)); |
| 74 | + run = agentClient.GetRun(thread.Id, run.Id); |
| 75 | +} |
| 76 | +while (run.Status == RunStatus.Queued |
| 77 | + || run.Status == RunStatus.InProgress); |
| 78 | + |
| 79 | +Assert.AreEqual( |
| 80 | + RunStatus.Completed, |
| 81 | + run.Status, |
| 82 | + run.LastError?.Message); |
| 83 | +``` |
| 84 | + |
| 85 | +Asynchronous sample: |
| 86 | +```C# Snippet:ConnectedAgentAsync_CreateThreadMessage |
| 87 | +AgentThread thread = await agentClient.CreateThreadAsync(); |
| 88 | + |
| 89 | +// Create message to thread |
| 90 | +ThreadMessage message = await agentClient.CreateMessageAsync( |
| 91 | + thread.Id, |
| 92 | + MessageRole.User, |
| 93 | + "What is the stock price of Microsoft?"); |
| 94 | + |
| 95 | +// Run the agent |
| 96 | +ThreadRun run = await agentClient.CreateRunAsync(thread, agent); |
| 97 | +do |
| 98 | +{ |
| 99 | + await Task.Delay(TimeSpan.FromMilliseconds(500)); |
| 100 | + run = await agentClient.GetRunAsync(thread.Id, run.Id); |
| 101 | +} |
| 102 | +while (run.Status == RunStatus.Queued |
| 103 | + || run.Status == RunStatus.InProgress); |
| 104 | + |
| 105 | +Assert.AreEqual( |
| 106 | + RunStatus.Completed, |
| 107 | + run.Status, |
| 108 | + run.LastError?.Message); |
| 109 | +``` |
| 110 | + |
| 111 | +5. Print the agent messages to console in chronological order. |
| 112 | + |
| 113 | +Synchronous sample: |
| 114 | +```C# Snippet:ConnectedAgent_Print |
| 115 | +PageableList<ThreadMessage> messages = agentClient.GetMessages( |
| 116 | + threadId: thread.Id, |
| 117 | + order: ListSortOrder.Ascending |
| 118 | +); |
| 119 | + |
| 120 | +foreach (ThreadMessage threadMessage in messages) |
| 121 | +{ |
| 122 | + Console.Write($"{threadMessage.CreatedAt:yyyy-MM-dd HH:mm:ss} - {threadMessage.Role,10}: "); |
| 123 | + foreach (MessageContent contentItem in threadMessage.ContentItems) |
| 124 | + { |
| 125 | + if (contentItem is MessageTextContent textItem) |
| 126 | + { |
| 127 | + string response = textItem.Text; |
| 128 | + if (textItem.Annotations != null) |
| 129 | + { |
| 130 | + foreach (MessageTextAnnotation annotation in textItem.Annotations) |
| 131 | + { |
| 132 | + if (annotation is MessageTextUrlCitationAnnotation urlAnnotation) |
| 133 | + { |
| 134 | + response = response.Replace(urlAnnotation.Text, $" [{urlAnnotation.UrlCitation.Title}]({urlAnnotation.UrlCitation.Url})"); |
| 135 | + } |
| 136 | + } |
| 137 | + } |
| 138 | + Console.Write($"Agent response: {response}"); |
| 139 | + } |
| 140 | + else if (contentItem is MessageImageFileContent imageFileItem) |
| 141 | + { |
| 142 | + Console.Write($"<image from ID: {imageFileItem.FileId}"); |
| 143 | + } |
| 144 | + Console.WriteLine(); |
| 145 | + } |
| 146 | +} |
| 147 | +``` |
| 148 | + |
| 149 | +Asynchronous sample: |
| 150 | +```C# Snippet:ConnectedAgentAsync_Print |
| 151 | +PageableList<ThreadMessage> messages = await agentClient.GetMessagesAsync( |
| 152 | + threadId: thread.Id, |
| 153 | + order: ListSortOrder.Ascending |
| 154 | +); |
| 155 | + |
| 156 | +foreach (ThreadMessage threadMessage in messages) |
| 157 | +{ |
| 158 | + Console.Write($"{threadMessage.CreatedAt:yyyy-MM-dd HH:mm:ss} - {threadMessage.Role,10}: "); |
| 159 | + foreach (MessageContent contentItem in threadMessage.ContentItems) |
| 160 | + { |
| 161 | + if (contentItem is MessageTextContent textItem) |
| 162 | + { |
| 163 | + string response = textItem.Text; |
| 164 | + if (textItem.Annotations != null) |
| 165 | + { |
| 166 | + foreach (MessageTextAnnotation annotation in textItem.Annotations) |
| 167 | + { |
| 168 | + if (annotation is MessageTextUrlCitationAnnotation urlAnnotation) |
| 169 | + { |
| 170 | + response = response.Replace(urlAnnotation.Text, $" [{urlAnnotation.UrlCitation.Title}]({urlAnnotation.UrlCitation.Url})"); |
| 171 | + } |
| 172 | + } |
| 173 | + } |
| 174 | + Console.Write($"Agent response: {response}"); |
| 175 | + } |
| 176 | + else if (contentItem is MessageImageFileContent imageFileItem) |
| 177 | + { |
| 178 | + Console.Write($"<image from ID: {imageFileItem.FileId}"); |
| 179 | + } |
| 180 | + Console.WriteLine(); |
| 181 | + } |
| 182 | +} |
| 183 | +``` |
| 184 | + |
| 185 | +6. Clean up resources by deleting thread and agent. |
| 186 | + |
| 187 | +Synchronous sample: |
| 188 | +```C# Snippet:ConnectedAgentCleanup |
| 189 | +agentClient.DeleteThread(threadId: thread.Id); |
| 190 | +agentClient.DeleteAgent(agentId: agent.Id); |
| 191 | +agentClient.DeleteAgent(agentId: connectedAgent.Id); |
| 192 | +``` |
| 193 | + |
| 194 | +Asynchronous sample: |
| 195 | +```C# Snippet:ConnectedAgentCleanupAsync |
| 196 | +await agentClient.DeleteThreadAsync(threadId: thread.Id); |
| 197 | +await agentClient.DeleteAgentAsync(agentId: agent.Id); |
| 198 | +await agentClient.DeleteAgentAsync(agentId: connectedAgent.Id); |
| 199 | +``` |
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