mirror of
https://github.com/microsoft/agent-framework.git
synced 2026-06-16 21:04:09 +08:00
Shyju Krishnankutty
77 lines
3.5 KiB
C#
77 lines
3.5 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
|
|
|
|
using Azure;
|
|
using Azure.AI.OpenAI;
|
|
using Azure.Identity;
|
|
using Microsoft.Agents.AI;
|
|
using Microsoft.Agents.AI.Hosting.AzureFunctions;
|
|
using Microsoft.Agents.AI.Workflows;
|
|
using Microsoft.Azure.Functions.Worker.Builder;
|
|
using Microsoft.Extensions.Hosting;
|
|
using OpenAI.Chat;
|
|
using SingleAgent;
|
|
|
|
// Get the Azure OpenAI endpoint and deployment name from environment variables.
|
|
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
|
|
?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
|
|
string deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT")
|
|
?? throw new InvalidOperationException("AZURE_OPENAI_DEPLOYMENT is not set.");
|
|
|
|
// Use Azure Key Credential if provided, otherwise use Azure CLI Credential.
|
|
string? azureOpenAiKey = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_KEY");
|
|
AzureOpenAIClient client = !string.IsNullOrEmpty(azureOpenAiKey)
|
|
? new AzureOpenAIClient(new Uri(endpoint), new AzureKeyCredential(azureOpenAiKey))
|
|
: new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential());
|
|
|
|
// Set up an AI agent following the standard Microsoft Agent Framework pattern.
|
|
const string JokerName = "Joker";
|
|
const string JokerInstructions = "You are good at telling jokes.";
|
|
const string AnalysisInstructions = @"You are a Customer Feedback Analyzer. Your task is to analyze customer survey responses and categorize them accurately.
|
|
|
|
INPUT: You will receive customer feedback text that may include a rating and comments.
|
|
|
|
OUTPUT: Return ONLY ONE category from this list:
|
|
- Bug Report
|
|
- General Feedback
|
|
- Billing Question
|
|
- Support Incident Status
|
|
|
|
CATEGORIZATION RULES:
|
|
- ""Bug Report"": Technical issues, errors, crashes, features not working as expected
|
|
- ""General Feedback"": Suggestions, compliments, general comments about the product or service
|
|
- ""Billing Question"": Payment issues, subscription inquiries, pricing questions, refund requests
|
|
- ""Support Incident Status"": Follow-ups on existing tickets, status inquiries about previous issues
|
|
|
|
RESPONSE FORMAT: Return only the category name exactly as shown above, with no additional text or explanation.
|
|
|
|
Examples:
|
|
- ""The app crashes when I try to export"" → Bug Report
|
|
- ""Love the new design! Great work"" → General Feedback
|
|
- ""Why was I charged twice this month?"" → Billing Question
|
|
- ""What's the status of ticket #12345?"" → Support Incident Status";
|
|
AIAgent agent = client.GetChatClient(deploymentName).CreateAIAgent(JokerInstructions, JokerName);
|
|
AIAgent agent2 = client.GetChatClient(deploymentName).CreateAIAgent(AnalysisInstructions, "FeedbackAnalysisBot");
|
|
|
|
SurveyResponseParserExecutor surveyResponseParserExecutor = new();
|
|
ResponseRouterExecutor responseRouterExecutor = new();
|
|
|
|
WorkflowBuilder builder = new(surveyResponseParserExecutor);
|
|
builder.AddEdge(surveyResponseParserExecutor, agent2);
|
|
builder.AddEdge(agent2, responseRouterExecutor).WithOutputFrom(responseRouterExecutor);
|
|
|
|
var workflow = builder.WithName("HandleSurveyResponse").Build();
|
|
|
|
// Configure the function app to host AI agents and workflows in a unified way.
|
|
// This will automatically generate HTTP API endpoints for agents and workflows.
|
|
using IHost app = FunctionsApplication
|
|
.CreateBuilder(args)
|
|
.ConfigureFunctionsWebApplication()
|
|
//.ConfigureDurableAgents(op => op.AddAIAgent(agent, timeToLive: TimeSpan.FromHours(1)))
|
|
.ConfigureDurableOptions(options =>
|
|
{
|
|
// Configure workflows
|
|
options.Workflows.AddWorkflow(workflow);
|
|
})
|
|
.Build();
|
|
app.Run();
|