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Use-AutoGen.Net-agent-as-model-in-AG-Studio.md 2.5 kB

add Use AutoGen.Net agent as model in AG Studio (#3182) * add Use AutoGen.Net agent as model in AG Studio * add git lfs * test * 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convert to Git LFS
2 years ago
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  1. This tutorial shows how to use AutoGen.Net agent as model in AG Studio
  2. ## Step 1. Create Dotnet empty web app and install AutoGen and AutoGen.WebAPI package
  3. ```bash
  4. dotnet new web
  5. dotnet add package AutoGen
  6. dotnet add package AutoGen.WebAPI
  7. ```
  8. ## Step 2. Replace the Program.cs with following code
  9. ```bash
  10. using AutoGen.Core;
  11. using AutoGen.Service;
  12. var builder = WebApplication.CreateBuilder(args);
  13. var app = builder.Build();
  14. var helloWorldAgent = new HelloWorldAgent();
  15. app.UseAgentAsOpenAIChatCompletionEndpoint(helloWorldAgent);
  16. app.Run();
  17. class HelloWorldAgent : IAgent
  18. {
  19. public string Name => "HelloWorld";
  20. public Task<IMessage> GenerateReplyAsync(IEnumerable<IMessage> messages, GenerateReplyOptions? options = null, CancellationToken cancellationToken = default)
  21. {
  22. return Task.FromResult<IMessage>(new TextMessage(Role.Assistant, "Hello World!", from: this.Name));
  23. }
  24. }
  25. ```
  26. ## Step 3: Start the web app
  27. Run the following command to start web api
  28. ```bash
  29. dotnet RUN
  30. ```
  31. The web api will listen at `http://localhost:5264/v1/chat/completion
  32. ![terminal](../images/articles/UseAutoGenAsModelinAGStudio/Terminal.png)
  33. ## Step 4: In another terminal, start autogen-studio
  34. ```bash
  35. autogenstudio ui
  36. ```
  37. ## Step 5: Navigate to AutoGen Studio UI and add hello world agent as openai Model
  38. ### Step 5.1: Go to model tab
  39. ![The Model Tab](../images/articles/UseAutoGenAsModelinAGStudio/TheModelTab.png)
  40. ### Step 5.2: Select "OpenAI model" card
  41. ![Open AI model Card](../images/articles/UseAutoGenAsModelinAGStudio/Step5.2OpenAIModel.png)
  42. ### Step 5.3: Fill the model name and url
  43. The model name needs to be same with agent name
  44. ![Fill the model name and url](../images/articles/UseAutoGenAsModelinAGStudio/Step5.3ModelNameAndURL.png)
  45. ## Step 6: Create a hello world agent that uses the hello world model
  46. ![Create a hello world agent that uses the hello world model](../images/articles/UseAutoGenAsModelinAGStudio/Step6.png)
  47. ![Agent Configuration](../images/articles/UseAutoGenAsModelinAGStudio/Step6b.png)
  48. ## Final Step: Use the hello world agent in workflow
  49. ![Use the hello world agent in workflow](../images/articles/UseAutoGenAsModelinAGStudio/FinalStepsA.png)
  50. ![Use the hello world agent in workflow](../images/articles/UseAutoGenAsModelinAGStudio/FinalStepsA.png)
  51. ![Use the hello world agent in workflow](../images/articles/UseAutoGenAsModelinAGStudio/FinalStepsB.png)
  52. ![Use the hello world agent in workflow](../images/articles/UseAutoGenAsModelinAGStudio/FinalStepsC.png)