├── .azure └── pipelines │ ├── build.yaml │ └── templates │ ├── build.yaml │ └── vars.yaml ├── .devcontainer ├── Dockerfile ├── devcontainer.json ├── docker-compose.yml └── startup.sh ├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ ├── 1-bug_report.yml │ ├── 2-doc_issue.yml │ ├── 3-maintainer_only.yml │ └── config.yml ├── PULL_REQUEST_TEMPLATE.md └── workflows │ ├── checks.yml │ ├── codeql.yml │ ├── docs.yml │ ├── dotnet-build.yml │ ├── dotnet-release.yml │ ├── integration.yml │ ├── issue-user-responded.yml │ ├── lfs-check.yml │ ├── python-package-0.2.yml │ └── single-python-package.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── FAQ.md ├── LICENSE ├── LICENSE-CODE ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── TRANSPARENCY_FAQS.md ├── autogen-landing.jpg ├── codecov.yml ├── docs ├── design │ ├── 01 - Programming Model.md │ ├── 02 - Topics.md │ ├── 03 - Agent Worker Protocol.md │ ├── 04 - Agent and Topic ID Specs.md │ ├── 05 - Services.md │ └── readme.md ├── dotnet │ ├── .gitignore │ ├── README.md │ ├── core │ │ ├── differences-from-python.md │ │ ├── index.md │ │ ├── installation.md │ │ ├── protobuf-message-types.md │ │ ├── toc.yml │ │ └── tutorial.md │ ├── docfx.json │ ├── images │ │ ├── favicon.ico │ │ └── logo.svg │ ├── index.md │ ├── template │ │ └── public │ │ │ ├── main.css │ │ │ └── main.js │ └── toc.yml └── switcher.json ├── dotnet ├── .config │ └── dotnet-tools.json ├── .editorconfig ├── .gitattributes ├── .gitignore ├── .tools │ ├── run_all_notebook.ps1 │ └── test-aot-compatibility.ps1 ├── AutoGen.sln ├── AutoGen.v3.ncrunchsolution ├── Directory.Build.props ├── Directory.Build.targets ├── Directory.Packages.props ├── NuGet.config ├── PACKAGING.md ├── README.md ├── eng │ ├── MetaInfo.props │ ├── Sign.props │ └── opensource.snk ├── global.json ├── nuget │ ├── NUGET.md │ ├── README.md │ ├── icon.png │ └── nuget-package.props ├── resource │ └── images │ │ ├── background.png │ │ └── square.png ├── samples │ ├── AgentChat │ │ ├── AutoGen.Anthropic.Sample │ │ │ ├── Anthropic_Agent_With_Prompt_Caching.cs │ │ │ ├── AutoGen.Anthropic.Sample.csproj │ │ │ ├── Create_Anthropic_Agent.cs │ │ │ ├── Create_Anthropic_Agent_With_Tool.cs │ │ │ └── Program.cs │ │ ├── AutoGen.Basic.Sample │ │ │ ├── AutoGen.Basic.Sample.csproj │ │ │ ├── CodeSnippet │ │ │ │ ├── AgentCodeSnippet.cs │ │ │ │ ├── BuildInMessageCodeSnippet.cs │ │ │ │ ├── CreateAnAgent.cs │ │ │ │ ├── FunctionCallCodeSnippet.cs │ │ │ │ ├── GetStartCodeSnippet.cs │ │ │ │ ├── MiddlewareAgentCodeSnippet.cs │ │ │ │ ├── MistralAICodeSnippet.cs │ │ │ │ ├── OpenAICodeSnippet.cs │ │ │ │ ├── PrintMessageMiddlewareCodeSnippet.cs │ │ │ │ ├── RunCodeSnippetCodeSnippet.cs │ │ │ │ ├── SemanticKernelCodeSnippet.cs │ │ │ │ ├── TypeSafeFunctionCallCodeSnippet.cs │ │ │ │ └── UserProxyAgentCodeSnippet.cs │ │ │ ├── Example01_AssistantAgent.cs │ │ │ ├── Example02_TwoAgent_MathChat.cs │ │ │ ├── Example03_Agent_FunctionCall.cs │ │ │ ├── Example04_Dynamic_GroupChat_Coding_Task.cs │ │ │ ├── Example05_Dalle_And_GPT4V.cs │ │ │ ├── Example06_UserProxyAgent.cs │ │ │ ├── Example07_Dynamic_GroupChat_Calculate_Fibonacci.cs │ │ │ ├── Example08_LMStudio.cs │ │ │ ├── Example10_SemanticKernel.cs │ │ │ ├── Example11_Sequential_GroupChat_Example.cs │ │ │ ├── Example12_TwoAgent_Fill_Application.cs │ │ │ ├── Example13_OpenAIAgent_JsonMode.cs │ │ │ ├── Example14_MistralClientAgent_TokenCount.cs │ │ │ ├── Example15_GPT4V_BinaryDataImageMessage.cs │ │ │ ├── Example16_OpenAIChatAgent_ConnectToThirdPartyBackend.cs │ │ │ ├── Example17_ReActAgent.cs │ │ │ ├── GettingStart │ │ │ │ ├── Agent_Middleware.cs │ │ │ │ ├── Chat_With_Agent.cs │ │ │ │ ├── Dynamic_Group_Chat.cs │ │ │ │ ├── FSM_Group_Chat.cs │ │ │ │ ├── Image_Chat_With_Agent.cs │ │ │ │ ├── Streaming_Tool_Call.cs │ │ │ │ └── Use_Tools_With_Agent.cs │ │ │ ├── GlobalUsing.cs │ │ │ ├── LLMConfiguration.cs │ │ │ └── Program.cs │ │ ├── AutoGen.Gemini.Sample │ │ │ ├── AutoGen.Gemini.Sample.csproj │ │ │ ├── Chat_With_Google_Gemini.cs │ │ │ ├── Chat_With_Vertex_Gemini.cs │ │ │ ├── Function_Call_With_Gemini.cs │ │ │ ├── Image_Chat_With_Vertex_Gemini.cs │ │ │ └── Program.cs │ │ ├── AutoGen.Ollama.Sample │ │ │ ├── AutoGen.Ollama.Sample.csproj │ │ │ ├── Chat_With_LLaMA.cs │ │ │ ├── Chat_With_LLaVA.cs │ │ │ └── Program.cs │ │ ├── AutoGen.OpenAI.Sample │ │ │ ├── AutoGen.OpenAI.Sample.csproj │ │ │ ├── Connect_To_Azure_OpenAI.cs │ │ │ ├── Connect_To_Ollama.cs │ │ │ ├── Connect_To_OpenAI_o1_preview.cs │ │ │ ├── Program.cs │ │ │ ├── Structural_Output.cs │ │ │ ├── Tool_Call_With_Ollama_And_LiteLLM.cs │ │ │ └── Use_Json_Mode.cs │ │ ├── AutoGen.SemanticKernel.Sample │ │ │ ├── AutoGen.SemanticKernel.Sample.csproj │ │ │ ├── Create_Semantic_Kernel_Agent.cs │ │ │ ├── Create_Semantic_Kernel_Chat_Agent.cs │ │ │ ├── Program.cs │ │ │ ├── Use_Bing_Search_With_Semantic_Kernel_Agent.cs │ │ │ └── Use_Kernel_Functions_With_Other_Agent.cs │ │ └── AutoGen.WebAPI.Sample │ │ │ ├── AutoGen.WebAPI.Sample.csproj │ │ │ ├── Program.cs │ │ │ └── Properties │ │ │ └── launchSettings.json │ ├── Directory.Build.props │ ├── GettingStarted │ │ ├── Checker.cs │ │ ├── CountMessage.cs │ │ ├── CountUpdate.cs │ │ ├── GettingStarted.csproj │ │ ├── Modifier.cs │ │ └── Program.cs │ ├── GettingStartedGrpc │ │ ├── Checker.cs │ │ ├── GettingStartedGrpc.csproj │ │ ├── Modifier.cs │ │ ├── Program.cs │ │ └── message.proto │ ├── Hello │ │ ├── Hello.AppHost │ │ │ ├── Hello.AppHost.csproj │ │ │ ├── Program.cs │ │ │ ├── Properties │ │ │ │ └── launchSettings.json │ │ │ └── appsettings.Development.json │ │ ├── HelloAIAgents │ │ │ ├── HelloAIAgent.cs │ │ │ ├── HelloAIAgents.csproj │ │ │ ├── Program.cs │ │ │ ├── Properties │ │ │ │ └── launchSettings.json │ │ │ └── appsettings.json │ │ ├── HelloAgent │ │ │ ├── HelloAgent.cs │ │ │ ├── HelloAgent.csproj │ │ │ ├── Program.cs │ │ │ ├── Properties │ │ │ │ └── launchSettings.json │ │ │ ├── README.md │ │ │ └── appsettings.json │ │ ├── HelloAgentState │ │ │ ├── HelloAgentState.csproj │ │ │ ├── Program.cs │ │ │ ├── Properties │ │ │ │ └── launchSettings.json │ │ │ ├── README.md │ │ │ └── appsettings.json │ │ ├── README.md │ │ └── protos │ │ │ └── agent_events.proto │ └── dev-team │ │ ├── DevTeam.AppHost │ │ ├── DevTeam.AppHost.csproj │ │ ├── Program.cs │ │ ├── Properties │ │ │ └── launchSettings.json │ │ └── appsettings.Development.json │ │ ├── DevTeam.Backend │ │ ├── Agents │ │ │ ├── AzureGenie.cs │ │ │ ├── Developer │ │ │ │ ├── Developer.cs │ │ │ │ └── DeveloperPrompts.cs │ │ │ ├── DeveloperLead │ │ │ │ ├── DeveloperLead.cs │ │ │ │ └── DeveloperLeadPrompts.cs │ │ │ ├── Hubber.cs │ │ │ ├── ProductManager │ │ │ │ ├── PMPrompts.cs │ │ │ │ └── ProductManager.cs │ │ │ └── Sandbox.cs │ │ ├── AiAgent.cs │ │ ├── Consts.cs │ │ ├── DevTeam.Backend.csproj │ │ ├── Models │ │ │ └── DevPlan.cs │ │ ├── Options │ │ │ ├── AzureOptions.cs │ │ │ └── GithubOptions.cs │ │ ├── Program.cs │ │ ├── Properties │ │ │ └── launchSettings.json │ │ ├── Services │ │ │ ├── AzureService.cs │ │ │ ├── GithubAuthService.cs │ │ │ ├── GithubService.cs │ │ │ └── GithubWebHookProcessor.cs │ │ └── appsettings.Development.json │ │ ├── DevTeam.ServiceDefaults │ │ ├── DevTeam.ServiceDefaults.csproj │ │ └── Extensions.cs │ │ ├── Protos │ │ ├── messages.proto │ │ └── states.proto │ │ ├── README.md │ │ ├── azure.yaml │ │ ├── docs │ │ ├── github-flow-getting-started.md │ │ └── images │ │ │ ├── github-sk-dev-team.png │ │ │ ├── new-codespace.png │ │ │ ├── overview.png │ │ │ └── solution-explorer.png │ │ └── seed-memory │ │ ├── Dockerfile │ │ ├── Program.cs │ │ ├── README.md │ │ ├── azure-well-architected.pdf │ │ ├── config │ │ ├── KernelSettings.cs │ │ └── appsettings.template.json │ │ └── seed-memory.csproj ├── spelling.dic ├── src │ ├── AutoGen.Anthropic │ │ ├── Agent │ │ │ └── AnthropicClientAgent.cs │ │ ├── AnthropicClient.cs │ │ ├── AutoGen.Anthropic.csproj │ │ ├── Converters │ │ │ ├── ContentBaseConverter.cs │ │ │ ├── JsonPropertyNameEnumCoverter.cs │ │ │ └── SystemMessageConverter.cs │ │ ├── DTO │ │ │ ├── ChatCompletionRequest.cs │ │ │ ├── ChatCompletionResponse.cs │ │ │ ├── Content.cs │ │ │ ├── ErrorResponse.cs │ │ │ ├── Tool.cs │ │ │ └── ToolChoice.cs │ │ ├── Extensions │ │ │ └── AnthropicAgentExtension.cs │ │ ├── Middleware │ │ │ └── AnthropicMessageConnector.cs │ │ └── Utils │ │ │ └── AnthropicConstants.cs │ ├── AutoGen.AzureAIInference │ │ ├── Agent │ │ │ └── ChatCompletionsClientAgent.cs │ │ ├── AutoGen.AzureAIInference.csproj │ │ ├── Extension │ │ │ ├── ChatComptionClientAgentExtension.cs │ │ │ └── FunctionContractExtension.cs │ │ └── Middleware │ │ │ └── AzureAIInferenceChatRequestMessageConnector.cs │ ├── AutoGen.Core │ │ ├── Agent │ │ │ ├── DefaultReplyAgent.cs │ │ │ ├── GroupChatManager.cs │ │ │ ├── IAgent.cs │ │ │ ├── IMiddlewareAgent.cs │ │ │ ├── IStreamingAgent.cs │ │ │ ├── MiddlewareAgent.cs │ │ │ └── MiddlewareStreamingAgent.cs │ │ ├── AutoGen.Core.csproj │ │ ├── Extension │ │ │ ├── AgentExtension.cs │ │ │ ├── GroupChatExtension.cs │ │ │ ├── MessageExtension.cs │ │ │ ├── MiddlewareExtension.cs │ │ │ ├── PrintMessageMiddlewareExtension.cs │ │ │ └── StreamingMiddlewareExtension.cs │ │ ├── Function │ │ │ └── FunctionAttribute.cs │ │ ├── GroupChat │ │ │ ├── Graph.cs │ │ │ ├── GroupChat.cs │ │ │ ├── IGroupChat.cs │ │ │ └── RoundRobinGroupChat.cs │ │ ├── ILLMConfig.cs │ │ ├── Message │ │ │ ├── AggregateMessage.cs │ │ │ ├── IMessage.cs │ │ │ ├── ImageMessage.cs │ │ │ ├── Message.cs │ │ │ ├── MessageEnvelope.cs │ │ │ ├── MultiModalMessage.cs │ │ │ ├── Role.cs │ │ │ ├── TextMessage.cs │ │ │ ├── ToolCallAggregateMessage.cs │ │ │ ├── ToolCallMessage.cs │ │ │ └── ToolCallResultMessage.cs │ │ ├── Middleware │ │ │ ├── DelegateMiddleware.cs │ │ │ ├── FunctionCallMiddleware.cs │ │ │ ├── IMiddleware.cs │ │ │ ├── IStreamingMiddleware.cs │ │ │ ├── MiddlewareContext.cs │ │ │ └── PrintMessageMiddleware.cs │ │ └── Orchestrator │ │ │ ├── IOrchestrator.cs │ │ │ ├── RolePlayOrchestrator.cs │ │ │ ├── RoundRobinOrchestrator.cs │ │ │ └── WorkflowOrchestrator.cs │ ├── AutoGen.DotnetInteractive │ │ ├── AutoGen.DotnetInteractive.csproj │ │ ├── DotnetInteractiveFunction.cs │ │ ├── DotnetInteractiveKernelBuilder.cs │ │ ├── DotnetInteractiveStdioKernelConnector.cs │ │ ├── Extension │ │ │ ├── AgentExtension.cs │ │ │ ├── KernelExtension.cs │ │ │ └── MessageExtension.cs │ │ ├── GlobalUsing.cs │ │ ├── InProccessDotnetInteractiveKernelBuilder.cs │ │ ├── InteractiveService.cs │ │ ├── RestoreInteractive.config │ │ └── dotnet-tools.json │ ├── AutoGen.Gemini │ │ ├── AutoGen.Gemini.csproj │ │ ├── Extension │ │ │ └── FunctionContractExtension.cs │ │ ├── GeminiChatAgent.cs │ │ ├── GoogleGeminiClient.cs │ │ ├── IGeminiClient.cs │ │ ├── Middleware │ │ │ ├── GeminiAgentExtension.cs │ │ │ └── GeminiMessageConnector.cs │ │ └── VertexGeminiClient.cs │ ├── AutoGen.LMStudio │ │ ├── AutoGen.LMStudio.csproj │ │ ├── GlobalUsing.cs │ │ ├── LMStudioAgent.cs │ │ ├── LMStudioConfig.cs │ │ └── README.md │ ├── AutoGen.Mistral │ │ ├── Agent │ │ │ └── MistralClientAgent.cs │ │ ├── AutoGen.Mistral.csproj │ │ ├── Converters │ │ │ └── JsonPropertyNameEnumConverter.cs │ │ ├── DTOs │ │ │ ├── ChatCompletionRequest.cs │ │ │ ├── ChatCompletionResponse.cs │ │ │ ├── ChatMessage.cs │ │ │ ├── Choice.cs │ │ │ ├── Error.cs │ │ │ ├── ErrorResponse.cs │ │ │ ├── FunctionDefinition.cs │ │ │ ├── Model.cs │ │ │ ├── ResponseFormat.cs │ │ │ ├── Tool.cs │ │ │ └── Usage.cs │ │ ├── Extension │ │ │ ├── FunctionContractExtension.cs │ │ │ └── MistralAgentExtension.cs │ │ ├── Middleware │ │ │ └── MistralChatMessageConnector.cs │ │ ├── MistralAIModelID.cs │ │ └── MistralClient.cs │ ├── AutoGen.Ollama │ │ ├── Agent │ │ │ └── OllamaAgent.cs │ │ ├── AutoGen.Ollama.csproj │ │ ├── DTOs │ │ │ ├── ChatRequest.cs │ │ │ ├── ChatResponse.cs │ │ │ ├── ChatResponseUpdate.cs │ │ │ ├── Message.cs │ │ │ ├── ModelReplyOptions.cs │ │ │ └── OllamaReplyOptions.cs │ │ ├── Embeddings │ │ │ ├── ITextEmbeddingService.cs │ │ │ ├── OllamaTextEmbeddingService.cs │ │ │ ├── TextEmbeddingsRequest.cs │ │ │ └── TextEmbeddingsResponse.cs │ │ ├── Extension │ │ │ └── OllamaAgentExtension.cs │ │ ├── Middlewares │ │ │ └── OllamaMessageConnector.cs │ │ └── OllamaConsts.cs │ ├── AutoGen.OpenAI.V1 │ │ ├── Agent │ │ │ ├── GPTAgent.cs │ │ │ └── OpenAIChatAgent.cs │ │ ├── AutoGen.OpenAI.V1.csproj │ │ ├── AzureOpenAIConfig.cs │ │ ├── Extension │ │ │ ├── FunctionContractExtension.cs │ │ │ ├── MessageExtension.cs │ │ │ └── OpenAIAgentExtension.cs │ │ ├── GlobalUsing.cs │ │ ├── Middleware │ │ │ └── OpenAIChatRequestMessageConnector.cs │ │ └── OpenAIConfig.cs │ ├── AutoGen.OpenAI │ │ ├── Agent │ │ │ └── OpenAIChatAgent.cs │ │ ├── AutoGen.OpenAI.csproj │ │ ├── Extension │ │ │ ├── FunctionContractExtension.cs │ │ │ └── OpenAIAgentExtension.cs │ │ ├── GlobalUsing.cs │ │ ├── Middleware │ │ │ └── OpenAIChatRequestMessageConnector.cs │ │ └── Orchestrator │ │ │ └── RolePlayToolCallOrchestrator.cs │ ├── AutoGen.SemanticKernel │ │ ├── AutoGen.SemanticKernel.csproj │ │ ├── Extension │ │ │ ├── KernelExtension.cs │ │ │ └── SemanticKernelAgentExtension.cs │ │ ├── GlobalUsing.cs │ │ ├── Middleware │ │ │ ├── KernelPluginMiddleware.cs │ │ │ └── SemanticKernelChatMessageContentConnector.cs │ │ ├── SemanticKernelAgent.cs │ │ └── SemanticKernelChatCompletionAgent.cs │ ├── AutoGen.SourceGenerator │ │ ├── AutoGen.SourceGenerator.csproj │ │ ├── DocumentCommentExtension.cs │ │ ├── FunctionCallGenerator.cs │ │ ├── FunctionExtension.cs │ │ ├── README.md │ │ ├── SourceGeneratorFunctionContract.cs │ │ └── Template │ │ │ ├── FunctionCallTemplate.cs │ │ │ └── FunctionCallTemplate.tt │ ├── AutoGen.WebAPI │ │ ├── AutoGen.WebAPI.csproj │ │ ├── Extension.cs │ │ ├── OpenAI │ │ │ ├── Converter │ │ │ │ └── OpenAIMessageConverter.cs │ │ │ ├── DTO │ │ │ │ ├── OpenAIAssistantMessage.cs │ │ │ │ ├── OpenAIChatCompletion.cs │ │ │ │ ├── OpenAIChatCompletionChoice.cs │ │ │ │ ├── OpenAIChatCompletionMessage.cs │ │ │ │ ├── OpenAIChatCompletionOption.cs │ │ │ │ ├── OpenAIChatCompletionUsage.cs │ │ │ │ ├── OpenAIImageUrlObject.cs │ │ │ │ ├── OpenAIMessage.cs │ │ │ │ ├── OpenAIStreamOptions.cs │ │ │ │ ├── OpenAISystemMessage.cs │ │ │ │ ├── OpenAIToolCallObject.cs │ │ │ │ ├── OpenAIToolMessage.cs │ │ │ │ ├── OpenAIUserImageContent.cs │ │ │ │ ├── OpenAIUserMessage.cs │ │ │ │ ├── OpenAIUserMessageItem.cs │ │ │ │ ├── OpenAIUserMultiModalMessage.cs │ │ │ │ └── OpenAIUserTextContent.cs │ │ │ └── Service │ │ │ │ └── OpenAIChatCompletionService.cs │ │ └── OpenAIChatCompletionMiddleware.cs │ ├── AutoGen │ │ ├── API │ │ │ └── LLMConfigAPI.cs │ │ ├── Agent │ │ │ ├── AssistantAgent.cs │ │ │ ├── ConversableAgent.cs │ │ │ └── UserProxyAgent.cs │ │ ├── AutoGen.csproj │ │ ├── AzureOpenAIConfig.cs │ │ ├── ConversableAgentConfig.cs │ │ ├── GlobalUsing.cs │ │ ├── LMStudioConfig.cs │ │ ├── Middleware │ │ │ └── HumanInputMiddleware.cs │ │ └── OpenAIConfig.cs │ └── Microsoft.AutoGen │ │ ├── AgentChat │ │ ├── Abstractions │ │ │ ├── ChatAgent.cs │ │ │ ├── Handoff.cs │ │ │ ├── ITeam.cs │ │ │ ├── MessageHandling.cs │ │ │ ├── Messages.cs │ │ │ ├── ModelContext.cs │ │ │ ├── Tasks.cs │ │ │ ├── Termination.cs │ │ │ ├── Tools.cs │ │ │ └── Usage.cs │ │ ├── Agents │ │ │ └── ChatAgentBase.cs │ │ ├── GroupChat │ │ │ ├── ChatAgentRouter.cs │ │ │ ├── Events.cs │ │ │ ├── GroupChatBase.cs │ │ │ ├── GroupChatHandlerRouter.cs │ │ │ ├── GroupChatManagerBase.cs │ │ │ ├── GroupChatOptions.cs │ │ │ ├── HostableAgentAdapter.cs │ │ │ ├── OutputCollectorAgent.cs │ │ │ ├── RoundRobinGroupChat.cs │ │ │ └── RunContext.cs │ │ ├── Microsoft.AutoGen.AgentChat.csproj │ │ ├── State │ │ │ ├── BaseState.cs │ │ │ ├── ChatAgentContainerState.cs │ │ │ ├── SerializedState.cs │ │ │ └── TeamState.cs │ │ └── Terminations │ │ │ ├── ExternalTermination.cs │ │ │ ├── FunctionCallTermination.cs │ │ │ ├── HandoffTermination.cs │ │ │ ├── MaxMessageTermination.cs │ │ │ ├── SourceMatchTermination.cs │ │ │ ├── StopMessageTermination.cs │ │ │ ├── TextMentionTermination.cs │ │ │ ├── TextMessageTermination.cs │ │ │ ├── TimeoutTermination.cs │ │ │ └── TokenUsageTermination.cs │ │ ├── AgentHost │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── Host.cs │ │ ├── Microsoft.AutoGen.AgentHost.csproj │ │ ├── Program.cs │ │ ├── Properties │ │ │ └── launchSettings.json │ │ └── appsettings.json │ │ ├── Agents │ │ ├── AIAgent │ │ │ └── InferenceAgent.cs │ │ ├── IOAgent │ │ │ ├── ConsoleAgent │ │ │ │ └── IHandleConsole.cs │ │ │ ├── FileAgent │ │ │ │ └── IHandleFileIO.cs │ │ │ └── IProcessIO.cs │ │ ├── Microsoft.AutoGen.Agents.csproj │ │ └── protos │ │ │ └── agent_events.proto │ │ ├── Contracts │ │ ├── AgentExceptions.cs │ │ ├── AgentId.cs │ │ ├── AgentMetadata.cs │ │ ├── AgentProxy.cs │ │ ├── AgentType.cs │ │ ├── IAgent.cs │ │ ├── IAgentRuntime.cs │ │ ├── IHandle.cs │ │ ├── ISaveState.cs │ │ ├── ISaveStateMixin.cs │ │ ├── ISubscriptionDefinition.cs │ │ ├── IUnboundSubscriptionDefinition.cs │ │ ├── KVStringParseHelper.cs │ │ ├── MessageContext.cs │ │ ├── Microsoft.AutoGen.Contracts.csproj │ │ └── TopicId.cs │ │ ├── Core.Grpc │ │ ├── AgentExtensions.cs │ │ ├── AgentsAppBuilderExtensions.cs │ │ ├── CloudEventExtensions.cs │ │ ├── Constants.cs │ │ ├── GrpcAgentRuntime.cs │ │ ├── GrpcMessageRouter.cs │ │ ├── IAgentMessageSerializer.cs │ │ ├── IAgentRuntimeExtensions.cs │ │ ├── IProtobufMessageSerializer.cs │ │ ├── ISerializationRegistry.cs │ │ ├── ITypeNameResolver.cs │ │ ├── Microsoft.AutoGen.Core.Grpc.csproj │ │ ├── ProtobufConversionExtensions.cs │ │ ├── ProtobufMessageSerializer.cs │ │ ├── ProtobufSerializationRegistry.cs │ │ ├── ProtobufTypeNameResolver.cs │ │ └── RpcExtensions.cs │ │ ├── Core │ │ ├── AgentRuntimeExtensions.cs │ │ ├── AgentsApp.cs │ │ ├── BaseAgent.cs │ │ ├── HandlerInvoker.cs │ │ ├── IHandleExtensions.cs │ │ ├── InProcessRuntime.cs │ │ ├── MessageDelivery.cs │ │ ├── Microsoft.AutoGen.Core.csproj │ │ ├── Properties │ │ │ └── AssemblyInfo.cs │ │ ├── ReflectionHelper.cs │ │ ├── ResultSink.cs │ │ ├── TypePrefixSubscription.cs │ │ ├── TypePrefixSubscriptionAttribute.cs │ │ ├── TypeSubscription.cs │ │ └── TypeSubscriptionAttribute.cs │ │ ├── Extensions │ │ ├── Aspire │ │ │ ├── AspireHostingExtensions.cs │ │ │ └── Microsoft.AutoGen.Extensions.Aspire.csproj │ │ ├── MEAI │ │ │ ├── MEAIHostingExtensions.cs │ │ │ ├── Microsoft.AutoGen.Extensions.MEAI.csproj │ │ │ ├── Options │ │ │ │ └── AIClientOptions.cs │ │ │ └── ServiceCollectionChatCompletionExtensions.cs │ │ └── SemanticKernel │ │ │ ├── Microsoft.AutoGen.Extensions.SemanticKernel.csproj │ │ │ ├── Options │ │ │ └── QdrantOptions.cs │ │ │ └── SemanticKernelHostingExtensions.cs │ │ ├── RuntimeGateway.Grpc │ │ ├── Abstractions │ │ │ ├── AgentsRegistryState.cs │ │ │ ├── IGateway.cs │ │ │ ├── IGatewayRegistry.cs │ │ │ ├── IMessageRegistryGrain.cs │ │ │ ├── IRegistry.cs │ │ │ ├── IRegistryGrain.cs │ │ │ └── MessageRegistryState.cs │ │ ├── Microsoft.AutoGen.RuntimeGateway.Grpc.csproj │ │ └── Services │ │ │ ├── AgentWorkerHostingExtensions.cs │ │ │ ├── Grpc │ │ │ ├── GrpcGateway.cs │ │ │ ├── GrpcGatewayService.cs │ │ │ └── GrpcWorkerConnection.cs │ │ │ └── Orleans │ │ │ ├── MessageRegistryGrain.cs │ │ │ ├── MessageRegistryQueue.cs │ │ │ ├── OrleansRuntimeHostingExtenions.cs │ │ │ ├── RegistryGrain.cs │ │ │ ├── StateManager.cs │ │ │ └── Surrogates │ │ │ ├── AddSubscriptionRequestSurrogate.cs │ │ │ ├── AddSubscriptionResponseSurrogate.cs │ │ │ ├── AgentIdSurrogate.cs │ │ │ ├── AnySurrogate.cs │ │ │ ├── CloudEventSurrogate.cs │ │ │ ├── GetSubscriptionsRequest.cs │ │ │ ├── RegisterAgentTypeRequestSurrogate.cs │ │ │ ├── RegisterAgentTypeResponseSurrogate.cs │ │ │ ├── RemoveSubscriptionRequest.cs │ │ │ ├── RemoveSubscriptionResponse.cs │ │ │ ├── RpcRequestSurrogate.cs │ │ │ ├── RpcResponseSurrogate.cs │ │ │ ├── SubscriptionSurrogate.cs │ │ │ ├── TypePrefixSubscriptionSurrogate.cs │ │ │ └── TypeSubscriptionSurrogate.cs │ │ └── readme.md ├── test │ ├── .editorconfig │ ├── AutoGen.Anthropic.Tests │ │ ├── AnthropicClientAgentTest.cs │ │ ├── AnthropicClientTest.cs │ │ ├── AnthropicTestFunctionCalls.cs │ │ ├── AnthropicTestUtils.cs │ │ ├── AutoGen.Anthropic.Tests.csproj │ │ └── images │ │ │ ├── .gitattributes │ │ │ └── square.png │ ├── AutoGen.AotCompatibility.Tests │ │ ├── AutoGen.AotCompatibility.Tests.csproj │ │ └── Program.cs │ ├── AutoGen.AzureAIInference.Tests │ │ ├── AutoGen.AzureAIInference.Tests.csproj │ │ ├── ChatCompletionClientAgentTests.cs │ │ └── ChatRequestMessageTests.cs │ ├── AutoGen.DotnetInteractive.Tests │ │ ├── AutoGen.DotnetInteractive.Tests.csproj │ │ ├── DotnetInteractiveServiceTest.cs │ │ ├── DotnetInteractiveStdioKernelConnectorTests.cs │ │ ├── InProcessDotnetInteractiveKernelBuilderTest.cs │ │ └── MessageExtensionTests.cs │ ├── AutoGen.Gemini.Tests │ │ ├── ApprovalTests │ │ │ └── FunctionContractExtensionTests.ItGenerateGetWeatherToolTest.approved.txt │ │ ├── AutoGen.Gemini.Tests.csproj │ │ ├── FunctionContractExtensionTests.cs │ │ ├── Functions.cs │ │ ├── GeminiAgentTests.cs │ │ ├── GeminiMessageTests.cs │ │ ├── GoogleGeminiClientTests.cs │ │ ├── SampleTests.cs │ │ └── VertexGeminiClientTests.cs │ ├── AutoGen.Mistral.Tests │ │ ├── AutoGen.Mistral.Tests.csproj │ │ ├── MistralClientAgentTests.cs │ │ └── MistralClientTests.cs │ ├── AutoGen.Ollama.Tests │ │ ├── AutoGen.Ollama.Tests.csproj │ │ ├── OllamaAgentTests.cs │ │ ├── OllamaMessageTests.cs │ │ ├── OllamaTextEmbeddingServiceTests.cs │ │ └── images │ │ │ ├── image.png │ │ │ └── square.png │ ├── AutoGen.OpenAI.Tests │ │ ├── ApprovalTests │ │ │ ├── OpenAIMessageTests.BasicMessageTest.approved.txt │ │ │ └── OpenAIMessageTests.BasicMessageTest.received.txt │ │ ├── AutoGen.OpenAI.Tests.csproj │ │ ├── GlobalUsing.cs │ │ ├── MathClassTest.cs │ │ ├── OpenAIChatAgentTest.cs │ │ ├── OpenAIMessageTests.cs │ │ ├── OpenAISampleTest.cs │ │ └── RolePlayToolCallOrchestratorTests.cs │ ├── AutoGen.OpenAI.V1.Tests │ │ ├── ApprovalTests │ │ │ └── OpenAIMessageTests.BasicMessageTest.approved.txt │ │ ├── AutoGen.OpenAI.V1.Tests.csproj │ │ ├── GPTAgentTest.cs │ │ ├── GlobalUsing.cs │ │ ├── MathClassTest.cs │ │ ├── OpenAIChatAgentTest.cs │ │ └── OpenAIMessageTests.cs │ ├── AutoGen.SemanticKernel.Tests │ │ ├── ApprovalTests │ │ │ ├── KernelFunctionExtensionTests.ItCreateFunctionContractsFromMethod.approved.txt │ │ │ ├── KernelFunctionExtensionTests.ItCreateFunctionContractsFromPrompt.approved.txt │ │ │ └── KernelFunctionExtensionTests.ItCreateFunctionContractsFromTestPlugin.approved.txt │ │ ├── AutoGen.SemanticKernel.Tests.csproj │ │ ├── KernelFunctionExtensionTests.cs │ │ ├── KernelFunctionMiddlewareTests.cs │ │ └── SemanticKernelAgentTest.cs │ ├── AutoGen.SourceGenerator.Tests │ │ ├── ApprovalTests │ │ │ ├── FunctionCallTemplateTests.TestFunctionCallTemplate.approved.txt │ │ │ ├── FunctionExample.Add_Test.approved.txt │ │ │ ├── FunctionExample.DictionaryToString_Test.approved.txt │ │ │ ├── FunctionExample.Query_Test.approved.txt │ │ │ └── FunctionExample.Sum_Test.approved.txt │ │ ├── AutoGen.SourceGenerator.Tests.csproj │ │ ├── FilescopeNamespaceFunctionExample.cs │ │ ├── FunctionCallTemplateEncodingTests.cs │ │ ├── FunctionCallTemplateTests.cs │ │ ├── FunctionExample.test.cs │ │ ├── FunctionExamples.cs │ │ └── TopLevelStatementFunctionExample.cs │ ├── AutoGen.Test.Share │ │ ├── Attribute │ │ │ ├── EnvironmentSpecificFactAttribute.cs │ │ │ └── OpenAIFact.cs │ │ ├── AutoGen.Tests.Share.csproj │ │ └── EchoAgent.cs │ ├── AutoGen.Tests │ │ ├── ApprovalTests │ │ │ └── square.png │ │ ├── AutoGen.Tests.csproj │ │ ├── BasicSampleTest.cs │ │ ├── Function │ │ │ ├── ApprovalTests │ │ │ │ └── FunctionTests.CreateGetWeatherFunctionFromAIFunctionFactoryAsync.approved.txt │ │ │ └── FunctionTests.cs │ │ ├── GlobalUsing.cs │ │ ├── GroupChat │ │ │ ├── GraphTests.cs │ │ │ └── GroupChatTests.cs │ │ ├── ImageMessageTests.cs │ │ ├── MiddlewareAgentTest.cs │ │ ├── MiddlewareTest.cs │ │ ├── Orchestrator │ │ │ ├── RolePlayOrchestratorTests.cs │ │ │ ├── RoundRobinOrchestratorTests.cs │ │ │ └── WorkflowOrchestratorTests.cs │ │ ├── SingleAgentTest.cs │ │ ├── TwoAgentTest.cs │ │ └── WorkflowTest.cs │ ├── AutoGen.WebAPI.Tests │ │ ├── AutoGen.WebAPI.Tests.csproj │ │ ├── EchoAgent.cs │ │ └── OpenAIChatCompletionMiddlewareTests.cs │ ├── Microsoft.AutoGen.AgentChat.Tests │ │ ├── AgentChatSmokeTest.cs │ │ ├── LifecycleObjectTests.cs │ │ ├── Microsoft.AutoGen.AgentChat.Tests.csproj │ │ ├── RunContextStackTests.cs │ │ └── TerminationConditionTests.cs │ ├── Microsoft.AutoGen.Core.Grpc.Tests │ │ ├── AgentGrpcTests.cs │ │ ├── FreePortManager.cs │ │ ├── GrpcAgentRuntimeFixture.cs │ │ ├── GrpcAgentRuntimeTests.cs │ │ ├── GrpcAgentServiceFixture.cs │ │ ├── Microsoft.AutoGen.Core.Grpc.Tests.csproj │ │ ├── Properties │ │ │ └── launchSettings.json │ │ ├── TestBase.cs │ │ ├── TestGrpcWorkerConnection.cs │ │ ├── TestProtobufAgent.cs │ │ ├── appsettings.json │ │ └── messages.proto │ ├── Microsoft.AutoGen.Core.Tests │ │ ├── AgentIdTests.cs │ │ ├── AgentMetaDataTests.cs │ │ ├── AgentTests.cs │ │ ├── HandlerInvokerTest.cs │ │ ├── InProcessRuntimeExtensions.cs │ │ ├── InProcessRuntimeTests.cs │ │ ├── MessagingTestFixture.cs │ │ ├── Microsoft.AutoGen.Core.Tests.csproj │ │ ├── PublishMessageTests.cs │ │ ├── SendMessageTests.cs │ │ ├── TestAgents.cs │ │ └── TestMessages.cs │ ├── Microsoft.AutoGen.Integration.Tests.AppHosts │ │ ├── HelloAgentTests │ │ │ ├── HelloAgent.cs │ │ │ ├── HelloAgentTests.csproj │ │ │ ├── Program.cs │ │ │ ├── Properties │ │ │ │ └── launchSettings.json │ │ │ ├── README.md │ │ │ └── appsettings.json │ │ ├── InMemoryTests.AppHost │ │ │ ├── InMemoryTests.AppHost.csproj │ │ │ ├── Program.cs │ │ │ └── Properties │ │ │ │ └── launchSettings.json │ │ ├── XLangTests.AppHost │ │ │ ├── Program.cs │ │ │ ├── Properties │ │ │ │ └── launchSettings.json │ │ │ └── XlangTests.AppHost.csproj │ │ ├── core_xlang_hello_python_agent │ │ │ ├── README.md │ │ │ ├── hello_python_agent.py │ │ │ ├── protos │ │ │ │ ├── __init__.py │ │ │ │ ├── agent_events_pb2.py │ │ │ │ ├── agent_events_pb2.pyi │ │ │ │ ├── agent_events_pb2_grpc.py │ │ │ │ └── agent_events_pb2_grpc.pyi │ │ │ └── user_input.py │ │ └── protos │ │ │ └── agent_events.proto │ ├── Microsoft.AutoGen.Integration.Tests │ │ ├── HelloAppHostIntegrationTests.cs │ │ ├── InMemoryRuntimeIntegrationTests.cs │ │ ├── Infrastructure │ │ │ ├── DistributedApplicationExtension.cs │ │ │ └── DistributedApplicationTestFactory.cs │ │ ├── Microsoft.AutoGen.Integration.Tests.csproj │ │ └── Properties │ │ │ └── launchSettings.json │ ├── Microsoft.AutoGen.RuntimeGateway.Grpc.Tests │ │ ├── GrpcGatewayServiceTests.cs │ │ ├── Helpers │ │ │ ├── AgentTypes.cs │ │ │ ├── AgentsMetadata.cs │ │ │ ├── Grpc │ │ │ │ ├── TestAsyncStreamReader.cs │ │ │ │ ├── TestGrpcClient.cs │ │ │ │ ├── TestServerCallContext.cs │ │ │ │ └── TestServerStreamWriter.cs │ │ │ ├── Orleans │ │ │ │ ├── ClusterCollection.cs │ │ │ │ ├── ClusterFixture.cs │ │ │ │ └── SiloBuilderConfigurator.cs │ │ │ └── ReflectionHelper.cs │ │ ├── MessageRegistryTests.cs │ │ ├── Microsoft.AutoGen.RuntimeGateway.Grpc.Tests.csproj │ │ └── TestAgent.cs │ └── Microsoft.AutoGen.Tests.Shared │ │ ├── Microsoft.AutoGen.Tests.Shared.csproj │ │ └── Protos │ │ └── messages.proto └── website │ ├── .gitignore │ ├── README.md │ ├── articles │ ├── Agent-overview.md │ ├── AutoGen-Mistral-Overview.md │ ├── AutoGen-OpenAI-Overview.md │ ├── AutoGen.Gemini │ │ ├── Chat-with-google-gemini.md │ │ ├── Chat-with-vertex-gemini.md │ │ ├── Function-call-with-gemini.md │ │ ├── Image-chat-with-gemini.md │ │ └── Overview.md │ ├── AutoGen.Ollama │ │ ├── Chat-with-llama.md │ │ └── Chat-with-llava.md │ ├── AutoGen.SemanticKernel │ │ ├── AutoGen-SemanticKernel-Overview.md │ │ ├── SemanticKernelAgent-simple-chat.md │ │ ├── SemanticKernelAgent-support-more-messages.md │ │ ├── SemanticKernelChatAgent-simple-chat.md │ │ └── Use-kernel-plugin-in-other-agents.md │ ├── Built-in-messages.md │ ├── Consume-LLM-server-from-LM-Studio.md │ ├── Create-a-user-proxy-agent.md │ ├── Create-an-agent.md │ ├── Create-type-safe-function-call.md │ ├── Create-your-own-agent.md │ ├── Create-your-own-middleware.md │ ├── Function-call-middleware.md │ ├── Function-call-overview.md │ ├── Function-call-with-ollama-and-litellm.md │ ├── Group-chat-overview.md │ ├── Group-chat.md │ ├── Installation.md │ ├── Middleware-overview.md │ ├── MistralChatAgent-count-token-usage.md │ ├── MistralChatAgent-use-function-call.md │ ├── OpenAIChatAgent-connect-to-third-party-api.md │ ├── OpenAIChatAgent-simple-chat.md │ ├── OpenAIChatAgent-support-more-messages.md │ ├── OpenAIChatAgent-use-function-call.md │ ├── OpenAIChatAgent-use-json-mode.md │ ├── Print-message-middleware.md │ ├── Roundrobin-chat.md │ ├── Run-dotnet-code.md │ ├── Two-agent-chat.md │ ├── Use-function-call.md │ ├── Use-graph-in-group-chat.md │ ├── function-comparison-page-between-python-AutoGen-and-autogen.net.md │ ├── getting-start.md │ └── toc.yml │ ├── docfx.json │ ├── filterConfig.yml │ ├── images │ ├── ag.ico │ ├── ag.svg │ └── articles │ │ ├── ConnectTo3PartyOpenAI │ │ └── output.gif │ │ ├── CreateAgentWithTools │ │ ├── single-turn-tool-call-with-auto-invoke.png │ │ └── single-turn-tool-call-without-auto-invoke.png │ │ ├── CreateUserProxyAgent │ │ └── image-1.png │ │ ├── DynamicGroupChat │ │ └── dynamicChat.gif │ │ ├── PrintMessageMiddleware │ │ ├── printMessage.png │ │ └── streamingoutput.gif │ │ ├── SequentialGroupChat │ │ └── SearcherSummarizer.gif │ │ └── UseAutoGenAsModelinAGStudio │ │ ├── FinalStepsA.png │ │ ├── FinalStepsB.png │ │ ├── FinalStepsC.png │ │ ├── Step5.2OpenAIModel.png │ │ ├── Step5.3ModelNameAndURL.png │ │ ├── Step6.png │ │ ├── Step6b.png │ │ ├── Terminal.png │ │ └── TheModelTab.png │ ├── index.md │ ├── release_note │ ├── 0.0.16.md │ ├── 0.0.17.md │ ├── 0.1.0.md │ ├── 0.2.0.md │ ├── 0.2.1.md │ ├── 0.2.2.md │ ├── toc.yml │ └── update.md │ ├── template │ └── public │ │ └── main.js │ ├── toc.yml │ └── tutorial │ ├── Chat-with-an-agent.md │ ├── Create-agent-with-tools.md │ ├── Image-chat-with-agent.md │ ├── Use-AutoGen.Net-agent-as-model-in-AG-Studio.md │ └── toc.yml ├── protos ├── agent_worker.proto └── cloudevent.proto └── python ├── .gitignore ├── README.md ├── check_md_code_blocks.py ├── fixup_generated_files.py ├── packages ├── agbench │ ├── .gitignore │ ├── CONTRIBUTING.md │ ├── LICENSE-CODE │ ├── MANIFEST.in │ ├── README.md │ ├── benchmarks │ │ ├── .gitignore │ │ ├── GAIA │ │ │ ├── .gitignore │ │ │ ├── ENV.yaml │ │ │ ├── README.md │ │ │ ├── Scripts │ │ │ │ ├── custom_tabulate.py │ │ │ │ └── init_tasks.py │ │ │ ├── Templates │ │ │ │ ├── MagenticOne │ │ │ │ │ ├── expected_answer.txt │ │ │ │ │ ├── prompt.txt │ │ │ │ │ ├── requirements.txt │ │ │ │ │ └── scenario.py │ │ │ │ ├── ParallelAgents │ │ │ │ │ ├── expected_answer.txt │ │ │ │ │ ├── prompt.txt │ │ │ │ │ ├── requirements.txt │ │ │ │ │ └── scenario.py │ │ │ │ └── SelectorGroupChat │ │ │ │ │ ├── expected_answer.txt │ │ │ │ │ ├── prompt.txt │ │ │ │ │ ├── requirements.txt │ │ │ │ │ └── scenario.py │ │ │ └── config.yaml │ │ ├── HumanEval │ │ │ ├── ENV.yaml │ │ │ ├── README.md │ │ │ ├── Scripts │ │ │ │ ├── custom_tabulate.py │ │ │ │ └── init_tasks.py │ │ │ ├── Templates │ │ │ │ └── AgentChat │ │ │ │ │ ├── custom_code_executor.py │ │ │ │ │ ├── prompt.txt │ │ │ │ │ ├── reasoning_model_context.py │ │ │ │ │ ├── requirements.txt │ │ │ │ │ ├── scenario.py │ │ │ │ │ └── test.txt │ │ │ └── config.yaml │ │ ├── README.md │ │ └── process_logs.py │ ├── pyproject.toml │ ├── setup.py │ └── src │ │ └── agbench │ │ ├── __init__.py │ │ ├── __main__.py │ │ ├── cli.py │ │ ├── linter │ │ ├── __init__.py │ │ ├── _base.py │ │ ├── cli.py │ │ └── coders │ │ │ ├── __init__.py │ │ │ └── oai_coder.py │ │ ├── load_module.py │ │ ├── remove_missing_cmd.py │ │ ├── res │ │ └── Dockerfile │ │ ├── run_cmd.py │ │ ├── tabulate_cmd.py │ │ ├── template │ │ ├── global_finalize.sh │ │ ├── global_init.sh │ │ └── requirements.txt │ │ └── version.py ├── autogen-agentchat │ ├── LICENSE-CODE │ ├── README.md │ ├── pyproject.toml │ ├── src │ │ └── autogen_agentchat │ │ │ ├── __init__.py │ │ │ ├── agents │ │ │ ├── __init__.py │ │ │ ├── _assistant_agent.py │ │ │ ├── _base_chat_agent.py │ │ │ ├── _code_executor_agent.py │ │ │ ├── _message_filter_agent.py │ │ │ ├── _society_of_mind_agent.py │ │ │ └── _user_proxy_agent.py │ │ │ ├── base │ │ │ ├── __init__.py │ │ │ ├── _chat_agent.py │ │ │ ├── _handoff.py │ │ │ ├── _task.py │ │ │ ├── _team.py │ │ │ └── _termination.py │ │ │ ├── conditions │ │ │ ├── __init__.py │ │ │ └── _terminations.py │ │ │ ├── messages.py │ │ │ ├── py.typed │ │ │ ├── state │ │ │ ├── __init__.py │ │ │ └── _states.py │ │ │ ├── teams │ │ │ ├── __init__.py │ │ │ └── _group_chat │ │ │ │ ├── __init__.py │ │ │ │ ├── _base_group_chat.py │ │ │ │ ├── _base_group_chat_manager.py │ │ │ │ ├── _chat_agent_container.py │ │ │ │ ├── _events.py │ │ │ │ ├── _graph │ │ │ │ ├── __init__.py │ │ │ │ ├── _digraph_group_chat.py │ │ │ │ └── _graph_builder.py │ │ │ │ ├── _magentic_one │ │ │ │ ├── __init__.py │ │ │ │ ├── _magentic_one_group_chat.py │ │ │ │ ├── _magentic_one_orchestrator.py │ │ │ │ └── _prompts.py │ │ │ │ ├── _round_robin_group_chat.py │ │ │ │ ├── _selector_group_chat.py │ │ │ │ ├── _sequential_routed_agent.py │ │ │ │ └── _swarm_group_chat.py │ │ │ ├── tools │ │ │ ├── __init__.py │ │ │ ├── _agent.py │ │ │ ├── _task_runner_tool.py │ │ │ └── _team.py │ │ │ ├── ui │ │ │ ├── __init__.py │ │ │ └── _console.py │ │ │ └── utils │ │ │ ├── __init__.py │ │ │ └── _utils.py │ └── tests │ │ ├── test_agent.py │ │ ├── test_assistant_agent.py │ │ ├── test_code_executor_agent.py │ │ ├── test_declarative_components.py │ │ ├── test_group_chat.py │ │ ├── test_group_chat_endpoint.py │ │ ├── test_group_chat_graph.py │ │ ├── test_group_chat_pause_resume.py │ │ ├── test_magentic_one_group_chat.py │ │ ├── test_messages.py │ │ ├── test_sequential_routed_agent.py │ │ ├── test_society_of_mind_agent.py │ │ ├── test_task_runner_tool.py │ │ ├── test_termination_condition.py │ │ ├── test_userproxy_agent.py │ │ ├── test_utils.py │ │ └── utils.py ├── autogen-core │ ├── .gitignore │ ├── LICENSE-CODE │ ├── README.md │ ├── docs │ │ ├── README.md │ │ ├── drawio │ │ │ ├── agent-lifecycle.drawio │ │ │ ├── agentchat-team.drawio │ │ │ ├── application-stack.drawio │ │ │ ├── architecture-distributed.drawio │ │ │ ├── architecture-standalone.drawio │ │ │ ├── assistant-agent.drawio │ │ │ ├── code-gen-example.drawio │ │ │ ├── coder-reviewer.drawio │ │ │ ├── groupchat.drawio │ │ │ ├── handoffs.drawio │ │ │ ├── human-in-the-loop-termination.drawio │ │ │ ├── human-in-the-loop-user-proxy.drawio │ │ │ ├── selector-group-chat.drawio │ │ │ ├── sequential-workflow.drawio │ │ │ ├── subscription.drawio │ │ │ ├── swarm_customer_support.drawio │ │ │ ├── swarm_stock_research.drawio │ │ │ └── type-subscription.drawio │ │ ├── redirects │ │ │ ├── redirect_template.html │ │ │ ├── redirect_urls.txt │ │ │ └── redirects.py │ │ └── src │ │ │ ├── _apidoc_templates │ │ │ ├── module.rst.jinja │ │ │ └── package.rst.jinja │ │ │ ├── _extension │ │ │ ├── code_lint.py │ │ │ └── gallery_directive.py │ │ │ ├── _static │ │ │ ├── banner-override.js │ │ │ ├── custom-icon.js │ │ │ ├── custom.css │ │ │ ├── custom.js │ │ │ ├── images │ │ │ │ └── logo │ │ │ │ │ ├── favicon-16x16.png │ │ │ │ │ ├── favicon-32x32.png │ │ │ │ │ ├── favicon-512x512.png │ │ │ │ │ ├── favicon.ico │ │ │ │ │ └── logo.svg │ │ │ └── switcher.json │ │ │ ├── _templates │ │ │ ├── edit-this-page.html │ │ │ ├── footer-middle-links.html │ │ │ ├── sidebar-nav-bs-agentchat.html │ │ │ ├── sidebar-nav-bs-core.html │ │ │ ├── sidebar-nav-bs-extensions.html │ │ │ ├── sidebar-nav-bs-studio.html │ │ │ ├── sidebar-nav-bs.html │ │ │ ├── theme-switcher.html │ │ │ └── version-banner-override.html │ │ │ ├── conf.py │ │ │ ├── images │ │ │ ├── assistant-agent.svg │ │ │ ├── autogen-magentic-one-agents.png │ │ │ ├── autogen-magentic-one-example.png │ │ │ ├── code.svg │ │ │ ├── example-company.jpg │ │ │ ├── example-literature.jpg │ │ │ ├── example-travel.jpeg │ │ │ └── open-ai-telemetry-example.png │ │ │ ├── index.md │ │ │ ├── reference │ │ │ ├── index.md │ │ │ └── python │ │ │ │ ├── autogen_agentchat.agents.rst │ │ │ │ ├── autogen_agentchat.base.rst │ │ │ │ ├── autogen_agentchat.conditions.rst │ │ │ │ ├── autogen_agentchat.messages.rst │ │ │ │ ├── autogen_agentchat.rst │ │ │ │ ├── autogen_agentchat.state.rst │ │ │ │ ├── autogen_agentchat.teams.rst │ │ │ │ ├── autogen_agentchat.tools.rst │ │ │ │ ├── autogen_agentchat.ui.rst │ │ │ │ ├── autogen_core.code_executor.rst │ │ │ │ ├── autogen_core.exceptions.rst │ │ │ │ ├── autogen_core.logging.rst │ │ │ │ ├── autogen_core.memory.rst │ │ │ │ ├── autogen_core.model_context.rst │ │ │ │ ├── autogen_core.models.rst │ │ │ │ ├── autogen_core.rst │ │ │ │ ├── autogen_core.tool_agent.rst │ │ │ │ ├── autogen_core.tools.rst │ │ │ │ ├── autogen_ext.agents.azure.rst │ │ │ │ ├── autogen_ext.agents.file_surfer.rst │ │ │ │ ├── autogen_ext.agents.magentic_one.rst │ │ │ │ ├── autogen_ext.agents.openai.rst │ │ │ │ ├── autogen_ext.agents.video_surfer.rst │ │ │ │ ├── autogen_ext.agents.video_surfer.tools.rst │ │ │ │ ├── autogen_ext.agents.web_surfer.rst │ │ │ │ ├── autogen_ext.auth.azure.rst │ │ │ │ ├── autogen_ext.cache_store.diskcache.rst │ │ │ │ ├── autogen_ext.cache_store.redis.rst │ │ │ │ ├── autogen_ext.code_executors.azure.rst │ │ │ │ ├── autogen_ext.code_executors.docker.rst │ │ │ │ ├── autogen_ext.code_executors.docker_jupyter.rst │ │ │ │ ├── autogen_ext.code_executors.jupyter.rst │ │ │ │ ├── autogen_ext.code_executors.local.rst │ │ │ │ ├── autogen_ext.experimental.task_centric_memory.rst │ │ │ │ ├── autogen_ext.experimental.task_centric_memory.utils.rst │ │ │ │ ├── autogen_ext.memory.canvas.rst │ │ │ │ ├── autogen_ext.models.anthropic.rst │ │ │ │ ├── autogen_ext.models.azure.rst │ │ │ │ ├── autogen_ext.models.cache.rst │ │ │ │ ├── autogen_ext.models.llama_cpp.rst │ │ │ │ ├── autogen_ext.models.ollama.rst │ │ │ │ ├── autogen_ext.models.openai.rst │ │ │ │ ├── autogen_ext.models.replay.rst │ │ │ │ ├── autogen_ext.models.semantic_kernel.rst │ │ │ │ ├── autogen_ext.runtimes.grpc.rst │ │ │ │ ├── autogen_ext.teams.magentic_one.rst │ │ │ │ ├── autogen_ext.tools.azure.rst │ │ │ │ ├── autogen_ext.tools.code_execution.rst │ │ │ │ ├── autogen_ext.tools.graphrag.rst │ │ │ │ ├── autogen_ext.tools.http.rst │ │ │ │ ├── autogen_ext.tools.langchain.rst │ │ │ │ ├── autogen_ext.tools.mcp.rst │ │ │ │ └── autogen_ext.tools.semantic_kernel.rst │ │ │ └── user-guide │ │ │ ├── agentchat-user-guide │ │ │ ├── custom-agents.ipynb │ │ │ ├── examples │ │ │ │ ├── company-research.ipynb │ │ │ │ ├── index.md │ │ │ │ ├── literature-review.ipynb │ │ │ │ └── travel-planning.ipynb │ │ │ ├── graph-flow.ipynb │ │ │ ├── index.md │ │ │ ├── installation.md │ │ │ ├── jaeger.png │ │ │ ├── logging.md │ │ │ ├── magentic-one.md │ │ │ ├── memory.ipynb │ │ │ ├── migration-guide.md │ │ │ ├── quickstart.ipynb │ │ │ ├── selector-group-chat.ipynb │ │ │ ├── selector-group-chat.svg │ │ │ ├── serialize-components.ipynb │ │ │ ├── swarm.ipynb │ │ │ ├── swarm_customer_support.svg │ │ │ ├── swarm_stock_research.svg │ │ │ ├── tracing.ipynb │ │ │ └── tutorial │ │ │ │ ├── .gitignore │ │ │ │ ├── agentchat-team.svg │ │ │ │ ├── agents.ipynb │ │ │ │ ├── human-in-the-loop-termination.svg │ │ │ │ ├── human-in-the-loop-user-proxy.svg │ │ │ │ ├── human-in-the-loop.ipynb │ │ │ │ ├── index.md │ │ │ │ ├── messages.ipynb │ │ │ │ ├── models.ipynb │ │ │ │ ├── state.ipynb │ │ │ │ ├── teams.ipynb │ │ │ │ └── termination.ipynb │ │ │ ├── autogenstudio-user-guide │ │ │ ├── experimental.md │ │ │ ├── faq.md │ │ │ ├── index.md │ │ │ ├── installation.md │ │ │ ├── jsoneditor.jpg │ │ │ ├── teambuilder.jpg │ │ │ └── usage.md │ │ │ ├── core-user-guide │ │ │ ├── components │ │ │ │ ├── command-line-code-executors.ipynb │ │ │ │ ├── model-clients.ipynb │ │ │ │ ├── model-context.ipynb │ │ │ │ ├── tools.ipynb │ │ │ │ └── workbench.ipynb │ │ │ ├── cookbook │ │ │ │ ├── azure-openai-with-aad-auth.md │ │ │ │ ├── data │ │ │ │ │ └── nifty_500_quarterly_results.csv │ │ │ │ ├── extracting-results-with-an-agent.ipynb │ │ │ │ ├── index.md │ │ │ │ ├── instrumenting.md │ │ │ │ ├── langgraph-agent.ipynb │ │ │ │ ├── llamaindex-agent.ipynb │ │ │ │ ├── llm-usage-logger.ipynb │ │ │ │ ├── local-llms-ollama-litellm.ipynb │ │ │ │ ├── openai-assistant-agent.ipynb │ │ │ │ ├── structured-output-agent.ipynb │ │ │ │ ├── termination-with-intervention.ipynb │ │ │ │ ├── tool-use-with-intervention.ipynb │ │ │ │ └── topic-subscription-scenarios.ipynb │ │ │ ├── core-concepts │ │ │ │ ├── agent-and-multi-agent-application.md │ │ │ │ ├── agent-identity-and-lifecycle.md │ │ │ │ ├── agent-lifecycle.svg │ │ │ │ ├── application-stack.md │ │ │ │ ├── application-stack.svg │ │ │ │ ├── architecture-distributed.svg │ │ │ │ ├── architecture-standalone.svg │ │ │ │ ├── architecture.md │ │ │ │ ├── code-gen-example.svg │ │ │ │ ├── subscription.svg │ │ │ │ ├── topic-and-subscription.md │ │ │ │ ├── type-subscription-multi-tenant.svg │ │ │ │ ├── type-subscription-single-tenant-multiple-topics.svg │ │ │ │ └── type-subscription-single-tenant-single-topic.svg │ │ │ ├── design-patterns │ │ │ │ ├── code-execution-groupchat.ipynb │ │ │ │ ├── coder-reviewer-data-flow.svg │ │ │ │ ├── concurrent-agents.ipynb │ │ │ │ ├── group-chat.ipynb │ │ │ │ ├── groupchat.svg │ │ │ │ ├── handoffs.ipynb │ │ │ │ ├── handoffs.svg │ │ │ │ ├── intro.md │ │ │ │ ├── mixture-of-agents.ipynb │ │ │ │ ├── multi-agent-debate.ipynb │ │ │ │ ├── reflection.ipynb │ │ │ │ ├── sequential-workflow.ipynb │ │ │ │ └── sequential-workflow.svg │ │ │ ├── faqs.md │ │ │ ├── framework │ │ │ │ ├── agent-and-agent-runtime.ipynb │ │ │ │ ├── component-config.ipynb │ │ │ │ ├── distributed-agent-runtime.ipynb │ │ │ │ ├── logging.md │ │ │ │ ├── message-and-communication.ipynb │ │ │ │ └── telemetry.md │ │ │ ├── index.md │ │ │ ├── installation.md │ │ │ └── quickstart.ipynb │ │ │ └── extensions-user-guide │ │ │ ├── azure-container-code-executor.ipynb │ │ │ ├── azure-foundry-agent.ipynb │ │ │ ├── create-your-own.md │ │ │ ├── discover.md │ │ │ ├── index.md │ │ │ └── installation.md │ ├── pyproject.toml │ ├── src │ │ └── autogen_core │ │ │ ├── __init__.py │ │ │ ├── _agent.py │ │ │ ├── _agent_id.py │ │ │ ├── _agent_instantiation.py │ │ │ ├── _agent_metadata.py │ │ │ ├── _agent_proxy.py │ │ │ ├── _agent_runtime.py │ │ │ ├── _agent_type.py │ │ │ ├── _base_agent.py │ │ │ ├── _cache_store.py │ │ │ ├── _cancellation_token.py │ │ │ ├── _closure_agent.py │ │ │ ├── _component_config.py │ │ │ ├── _constants.py │ │ │ ├── _default_subscription.py │ │ │ ├── _default_topic.py │ │ │ ├── _function_utils.py │ │ │ ├── _image.py │ │ │ ├── _intervention.py │ │ │ ├── _message_context.py │ │ │ ├── _message_handler_context.py │ │ │ ├── _queue.py │ │ │ ├── _routed_agent.py │ │ │ ├── _runtime_impl_helpers.py │ │ │ ├── _serialization.py │ │ │ ├── _single_threaded_agent_runtime.py │ │ │ ├── _subscription.py │ │ │ ├── _subscription_context.py │ │ │ ├── _telemetry │ │ │ ├── __init__.py │ │ │ ├── _constants.py │ │ │ ├── _genai.py │ │ │ ├── _propagation.py │ │ │ ├── _tracing.py │ │ │ └── _tracing_config.py │ │ │ ├── _topic.py │ │ │ ├── _type_helpers.py │ │ │ ├── _type_prefix_subscription.py │ │ │ ├── _type_subscription.py │ │ │ ├── _types.py │ │ │ ├── code_executor │ │ │ ├── __init__.py │ │ │ ├── _base.py │ │ │ └── _func_with_reqs.py │ │ │ ├── exceptions.py │ │ │ ├── logging.py │ │ │ ├── memory │ │ │ ├── __init__.py │ │ │ ├── _base_memory.py │ │ │ └── _list_memory.py │ │ │ ├── model_context │ │ │ ├── __init__.py │ │ │ ├── _buffered_chat_completion_context.py │ │ │ ├── _chat_completion_context.py │ │ │ ├── _head_and_tail_chat_completion_context.py │ │ │ ├── _token_limited_chat_completion_context.py │ │ │ └── _unbounded_chat_completion_context.py │ │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── _model_client.py │ │ │ └── _types.py │ │ │ ├── py.typed │ │ │ ├── tool_agent │ │ │ ├── __init__.py │ │ │ ├── _caller_loop.py │ │ │ └── _tool_agent.py │ │ │ ├── tools │ │ │ ├── __init__.py │ │ │ ├── _base.py │ │ │ ├── _function_tool.py │ │ │ ├── _static_workbench.py │ │ │ └── _workbench.py │ │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── _json_to_pydantic.py │ │ │ └── _load_json.py │ └── tests │ │ ├── protos │ │ ├── serialization_test.proto │ │ ├── serialization_test_pb2.py │ │ ├── serialization_test_pb2.pyi │ │ ├── serialization_test_pb2_grpc.py │ │ └── serialization_test_pb2_grpc.pyi │ │ ├── regressions │ │ └── test_clean_terminate.py │ │ ├── test_base_agent.py │ │ ├── test_cache_store.py │ │ ├── test_cancellation.py │ │ ├── test_closure_agent.py │ │ ├── test_code_executor.py │ │ ├── test_component_config.py │ │ ├── test_intervention.py │ │ ├── test_json_extraction.py │ │ ├── test_json_to_pydantic.py │ │ ├── test_memory.py │ │ ├── test_model_context.py │ │ ├── test_models.py │ │ ├── test_routed_agent.py │ │ ├── test_runtime.py │ │ ├── test_serialization.py │ │ ├── test_state.py │ │ ├── test_subscription.py │ │ ├── test_tool_agent.py │ │ ├── test_tools.py │ │ ├── test_types.py │ │ └── test_workbench.py ├── autogen-ext │ ├── LICENSE-CODE │ ├── README.md │ ├── conftest.py │ ├── imgs │ │ ├── task_centric_memory.png │ │ ├── task_centric_memory_2.png │ │ └── task_centric_memory_3.png │ ├── pyproject.toml │ ├── src │ │ └── autogen_ext │ │ │ ├── __init__.py │ │ │ ├── agents │ │ │ ├── azure │ │ │ │ ├── __init__.py │ │ │ │ ├── _azure_ai_agent.py │ │ │ │ └── _types.py │ │ │ ├── file_surfer │ │ │ │ ├── __init__.py │ │ │ │ ├── _file_surfer.py │ │ │ │ ├── _markdown_file_browser.py │ │ │ │ └── _tool_definitions.py │ │ │ ├── magentic_one │ │ │ │ ├── __init__.py │ │ │ │ └── _magentic_one_coder_agent.py │ │ │ ├── openai │ │ │ │ ├── __init__.py │ │ │ │ ├── _openai_agent.py │ │ │ │ └── _openai_assistant_agent.py │ │ │ ├── video_surfer │ │ │ │ ├── __init__.py │ │ │ │ ├── _video_surfer.py │ │ │ │ └── tools.py │ │ │ └── web_surfer │ │ │ │ ├── __init__.py │ │ │ │ ├── _events.py │ │ │ │ ├── _multimodal_web_surfer.py │ │ │ │ ├── _prompts.py │ │ │ │ ├── _set_of_mark.py │ │ │ │ ├── _tool_definitions.py │ │ │ │ ├── _types.py │ │ │ │ ├── page_script.js │ │ │ │ └── playwright_controller.py │ │ │ ├── auth │ │ │ └── azure │ │ │ │ └── __init__.py │ │ │ ├── cache_store │ │ │ ├── __init__.py │ │ │ ├── diskcache.py │ │ │ └── redis.py │ │ │ ├── code_executors │ │ │ ├── _common.py │ │ │ ├── azure │ │ │ │ ├── __init__.py │ │ │ │ └── _azure_container_code_executor.py │ │ │ ├── docker │ │ │ │ ├── __init__.py │ │ │ │ └── _docker_code_executor.py │ │ │ ├── docker_jupyter │ │ │ │ ├── __init__.py │ │ │ │ ├── _docker_jupyter.py │ │ │ │ └── _jupyter_server.py │ │ │ ├── jupyter │ │ │ │ ├── __init__.py │ │ │ │ └── _jupyter_code_executor.py │ │ │ └── local │ │ │ │ └── __init__.py │ │ │ ├── experimental │ │ │ ├── __init__.py │ │ │ └── task_centric_memory │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── _memory_bank.py │ │ │ │ ├── _prompter.py │ │ │ │ ├── _string_similarity_map.py │ │ │ │ ├── memory_controller.py │ │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── _functions.py │ │ │ │ ├── apprentice.py │ │ │ │ ├── chat_completion_client_recorder.py │ │ │ │ ├── grader.py │ │ │ │ ├── page_logger.py │ │ │ │ └── teachability.py │ │ │ ├── memory │ │ │ ├── __init__.py │ │ │ ├── canvas │ │ │ │ ├── __init__.py │ │ │ │ ├── _canvas.py │ │ │ │ ├── _canvas_writer.py │ │ │ │ ├── _text_canvas.py │ │ │ │ └── _text_canvas_memory.py │ │ │ └── chromadb.py │ │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── _utils │ │ │ │ ├── normalize_stop_reason.py │ │ │ │ └── parse_r1_content.py │ │ │ ├── anthropic │ │ │ │ ├── __init__.py │ │ │ │ ├── _anthropic_client.py │ │ │ │ ├── _model_info.py │ │ │ │ └── config │ │ │ │ │ └── __init__.py │ │ │ ├── azure │ │ │ │ ├── __init__.py │ │ │ │ ├── _azure_ai_client.py │ │ │ │ └── config │ │ │ │ │ └── __init__.py │ │ │ ├── cache │ │ │ │ ├── __init__.py │ │ │ │ └── _chat_completion_cache.py │ │ │ ├── llama_cpp │ │ │ │ ├── __init__.py │ │ │ │ └── _llama_cpp_completion_client.py │ │ │ ├── ollama │ │ │ │ ├── __init__.py │ │ │ │ ├── _model_info.py │ │ │ │ ├── _ollama_client.py │ │ │ │ └── config │ │ │ │ │ └── __init__.py │ │ │ ├── openai │ │ │ │ ├── __init__.py │ │ │ │ ├── _message_transform.py │ │ │ │ ├── _model_info.py │ │ │ │ ├── _openai_client.py │ │ │ │ ├── _transformation │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── registry.py │ │ │ │ │ └── types.py │ │ │ │ ├── _utils.py │ │ │ │ └── config │ │ │ │ │ └── __init__.py │ │ │ ├── replay │ │ │ │ ├── __init__.py │ │ │ │ └── _replay_chat_completion_client.py │ │ │ └── semantic_kernel │ │ │ │ ├── __init__.py │ │ │ │ └── _sk_chat_completion_adapter.py │ │ │ ├── py.typed │ │ │ ├── runtimes │ │ │ ├── __init__.py │ │ │ └── grpc │ │ │ │ ├── __init__.py │ │ │ │ ├── _constants.py │ │ │ │ ├── _type_helpers.py │ │ │ │ ├── _utils.py │ │ │ │ ├── _worker_runtime.py │ │ │ │ ├── _worker_runtime_host.py │ │ │ │ ├── _worker_runtime_host_servicer.py │ │ │ │ └── protos │ │ │ │ ├── __init__.py │ │ │ │ ├── agent_worker_pb2.py │ │ │ │ ├── agent_worker_pb2.pyi │ │ │ │ ├── agent_worker_pb2_grpc.py │ │ │ │ ├── agent_worker_pb2_grpc.pyi │ │ │ │ ├── cloudevent_pb2.py │ │ │ │ ├── cloudevent_pb2.pyi │ │ │ │ ├── cloudevent_pb2_grpc.py │ │ │ │ └── cloudevent_pb2_grpc.pyi │ │ │ ├── teams │ │ │ ├── __init__.py │ │ │ └── magentic_one.py │ │ │ ├── tools │ │ │ ├── __init__.py │ │ │ ├── azure │ │ │ │ ├── __init__.py │ │ │ │ ├── _ai_search.py │ │ │ │ └── _config.py │ │ │ ├── code_execution │ │ │ │ ├── __init__.py │ │ │ │ └── _code_execution.py │ │ │ ├── graphrag │ │ │ │ ├── __init__.py │ │ │ │ ├── _config.py │ │ │ │ ├── _global_search.py │ │ │ │ └── _local_search.py │ │ │ ├── http │ │ │ │ ├── __init__.py │ │ │ │ └── _http_tool.py │ │ │ ├── langchain │ │ │ │ ├── __init__.py │ │ │ │ └── _langchain_adapter.py │ │ │ ├── mcp │ │ │ │ ├── __init__.py │ │ │ │ ├── _actor.py │ │ │ │ ├── _base.py │ │ │ │ ├── _config.py │ │ │ │ ├── _factory.py │ │ │ │ ├── _session.py │ │ │ │ ├── _sse.py │ │ │ │ ├── _stdio.py │ │ │ │ ├── _streamable_http.py │ │ │ │ └── _workbench.py │ │ │ └── semantic_kernel │ │ │ │ ├── __init__.py │ │ │ │ └── _kernel_function_from_tool.py │ │ │ └── ui │ │ │ ├── __init__.py │ │ │ └── _rich_console.py │ ├── test_filesurfer_agent.html │ └── tests │ │ ├── __init__.py │ │ ├── cache_store │ │ ├── test_diskcache_store.py │ │ └── test_redis_store.py │ │ ├── code_executors │ │ ├── test_aca_dynamic_sessions.py │ │ ├── test_aca_user_defined_functions.py │ │ ├── test_commandline_code_executor.py │ │ ├── test_docker_commandline_code_executor.py │ │ ├── test_docker_jupyter_code_executor.py │ │ ├── test_jupyter_code_executor.py │ │ └── test_user_defined_functions.py │ │ ├── conftest.py │ │ ├── memory │ │ ├── test_chroma_memory.py │ │ └── test_text_canvas_memory.py │ │ ├── models │ │ ├── test_anthropic_model_client.py │ │ ├── test_azure_ai_model_client.py │ │ ├── test_chat_completion_cache.py │ │ ├── test_llama_cpp_model_client.py │ │ ├── test_ollama_chat_completion_client.py │ │ ├── test_openai_model_client.py │ │ ├── test_reply_chat_completion_client.py │ │ ├── test_sk_chat_completion_adapter.py │ │ └── test_utils.py │ │ ├── protos │ │ ├── serialization_test_pb2.py │ │ ├── serialization_test_pb2.pyi │ │ ├── serialization_test_pb2_grpc.py │ │ └── serialization_test_pb2_grpc.pyi │ │ ├── task_centric_memory │ │ ├── configs │ │ │ ├── demonstration.yaml │ │ │ ├── self_teaching.yaml │ │ │ └── teachability.yaml │ │ ├── data_files │ │ │ ├── insights │ │ │ │ ├── add_topic.yaml │ │ │ │ ├── cell_towers_2_demo.yaml │ │ │ │ └── liar_advice.yaml │ │ │ └── tasks │ │ │ │ ├── 100_vampires.yaml │ │ │ │ ├── 10_liars.yaml │ │ │ │ ├── autogen_package.yaml │ │ │ │ ├── cell_towers_1.yaml │ │ │ │ └── cell_towers_2.yaml │ │ ├── sessions │ │ │ ├── demonstration │ │ │ │ └── session.json │ │ │ ├── self_teaching │ │ │ │ └── session.json │ │ │ └── teachability │ │ │ │ └── session.json │ │ ├── test_chat_completion_client_recorder.py │ │ ├── test_learning_from_demonstration.py │ │ ├── test_self_teaching.py │ │ ├── test_teachability.py │ │ └── utils.py │ │ ├── test_azure_ai_agent.py │ │ ├── test_filesurfer_agent.py │ │ ├── test_openai_agent.py │ │ ├── test_openai_assistant_agent.py │ │ ├── test_playwright_controller.py │ │ ├── test_websurfer_agent.py │ │ ├── test_worker_runtime.py │ │ └── tools │ │ ├── __init__.py │ │ ├── azure │ │ ├── conftest.py │ │ ├── test_ai_search_config.py │ │ └── test_ai_search_tool.py │ │ ├── graphrag │ │ ├── __init__.py │ │ ├── conftest.py │ │ └── test_graphrag_tools.py │ │ ├── http │ │ ├── __init__.py │ │ ├── conftest.py │ │ └── test_http_tool.py │ │ ├── test_langchain_tools.py │ │ ├── test_mcp_tools.py │ │ └── test_python_code_executor_tool.py ├── autogen-magentic-one │ ├── LICENSE-CODE │ └── README.md ├── autogen-studio │ ├── .devcontainer │ │ ├── devcontainer.json │ │ └── post-create-command.sh │ ├── .gitignore │ ├── Dockerfile │ ├── LICENSE-CODE │ ├── MANIFEST.in │ ├── README.md │ ├── autogenstudio │ │ ├── __init__.py │ │ ├── cli.py │ │ ├── database │ │ │ ├── __init__.py │ │ │ ├── db_manager.py │ │ │ └── schema_manager.py │ │ ├── datamodel │ │ │ ├── __init__.py │ │ │ ├── db.py │ │ │ ├── eval.py │ │ │ └── types.py │ │ ├── eval │ │ │ ├── __init__.py │ │ │ ├── judges.py │ │ │ ├── orchestrator.py │ │ │ └── runners.py │ │ ├── gallery │ │ │ ├── __init__.py │ │ │ ├── builder.py │ │ │ └── tools │ │ │ │ ├── __init__.py │ │ │ │ ├── bing_search.py │ │ │ │ ├── calculator.py │ │ │ │ ├── fetch_webpage.py │ │ │ │ ├── generate_image.py │ │ │ │ └── google_search.py │ │ ├── teammanager │ │ │ ├── __init__.py │ │ │ └── teammanager.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ └── utils.py │ │ ├── validation │ │ │ ├── __init__.py │ │ │ ├── component_test_service.py │ │ │ └── validation_service.py │ │ ├── version.py │ │ └── web │ │ │ ├── __init__.py │ │ │ ├── app.py │ │ │ ├── auth │ │ │ ├── __init__.py │ │ │ ├── authroutes.py │ │ │ ├── dependencies.py │ │ │ ├── exceptions.py │ │ │ ├── manager.py │ │ │ ├── middleware.py │ │ │ ├── models.py │ │ │ ├── providers.py │ │ │ └── wsauth.py │ │ │ ├── config.py │ │ │ ├── deps.py │ │ │ ├── initialization.py │ │ │ ├── managers │ │ │ ├── __init__.py │ │ │ ├── connection.py │ │ │ └── run_context.py │ │ │ ├── routes │ │ │ ├── __init__.py │ │ │ ├── gallery.py │ │ │ ├── runs.py │ │ │ ├── sessions.py │ │ │ ├── settingsroute.py │ │ │ ├── teams.py │ │ │ ├── validation.py │ │ │ └── ws.py │ │ │ └── serve.py │ ├── docs │ │ └── ags_screen.png │ ├── frontend │ │ ├── .env.default │ │ ├── .gitignore │ │ ├── README.md │ │ ├── gatsby-browser.js │ │ ├── gatsby-config.ts │ │ ├── gatsby-ssr.tsx │ │ ├── package.json │ │ ├── postcss.config.js │ │ ├── src │ │ │ ├── auth │ │ │ │ ├── api.ts │ │ │ │ ├── context.tsx │ │ │ │ └── protected.tsx │ │ │ ├── components │ │ │ │ ├── contentheader.tsx │ │ │ │ ├── footer.tsx │ │ │ │ ├── header.tsx │ │ │ │ ├── icons.tsx │ │ │ │ ├── layout.tsx │ │ │ │ ├── sidebar.tsx │ │ │ │ ├── types │ │ │ │ │ ├── app.ts │ │ │ │ │ ├── datamodel.ts │ │ │ │ │ └── guards.ts │ │ │ │ ├── utils │ │ │ │ │ ├── baseapi.ts │ │ │ │ │ ├── security-utils.ts │ │ │ │ │ └── utils.ts │ │ │ │ └── views │ │ │ │ │ ├── atoms.tsx │ │ │ │ │ ├── deploy │ │ │ │ │ ├── guides │ │ │ │ │ │ ├── docker.tsx │ │ │ │ │ │ ├── guides.tsx │ │ │ │ │ │ └── python.tsx │ │ │ │ │ ├── manager.tsx │ │ │ │ │ ├── sidebar.tsx │ │ │ │ │ └── types.tsx │ │ │ │ │ ├── gallery │ │ │ │ │ ├── api.ts │ │ │ │ │ ├── create-modal.tsx │ │ │ │ │ ├── default_gallery.json │ │ │ │ │ ├── detail.tsx │ │ │ │ │ ├── manager.tsx │ │ │ │ │ ├── sidebar.tsx │ │ │ │ │ ├── store.tsx │ │ │ │ │ ├── types.ts │ │ │ │ │ └── utils.ts │ │ │ │ │ ├── labs │ │ │ │ │ ├── labs │ │ │ │ │ │ ├── component.tsx │ │ │ │ │ │ └── guides.tsx │ │ │ │ │ ├── manager.tsx │ │ │ │ │ ├── sidebar.tsx │ │ │ │ │ └── types.tsx │ │ │ │ │ ├── markdown.tsx │ │ │ │ │ ├── monaco.tsx │ │ │ │ │ ├── playground │ │ │ │ │ ├── api.ts │ │ │ │ │ ├── chat │ │ │ │ │ │ ├── agentflow │ │ │ │ │ │ │ ├── agentflow.tsx │ │ │ │ │ │ │ ├── agentnode.tsx │ │ │ │ │ │ │ ├── edge.tsx │ │ │ │ │ │ │ ├── edgemessagemodal.tsx │ │ │ │ │ │ │ └── toolbar.tsx │ │ │ │ │ │ ├── chat.tsx │ │ │ │ │ │ ├── chatinput.tsx │ │ │ │ │ │ ├── inputrequest.tsx │ │ │ │ │ │ ├── logrenderer.tsx │ │ │ │ │ │ ├── rendermessage.tsx │ │ │ │ │ │ ├── runview.tsx │ │ │ │ │ │ ├── sessiondropdown.tsx │ │ │ │ │ │ └── types.ts │ │ │ │ │ ├── editor.tsx │ │ │ │ │ ├── manager.tsx │ │ │ │ │ ├── newsession.tsx │ │ │ │ │ ├── sidebar.tsx │ │ │ │ │ └── types.ts │ │ │ │ │ ├── settings │ │ │ │ │ ├── api.ts │ │ │ │ │ ├── manager.tsx │ │ │ │ │ ├── sidebar.tsx │ │ │ │ │ ├── store.tsx │ │ │ │ │ ├── types.tsx │ │ │ │ │ └── view │ │ │ │ │ │ ├── environment.tsx │ │ │ │ │ │ ├── modelconfig.tsx │ │ │ │ │ │ ├── panel.tsx │ │ │ │ │ │ └── ui.tsx │ │ │ │ │ └── teambuilder │ │ │ │ │ ├── api.ts │ │ │ │ │ ├── builder │ │ │ │ │ ├── builder.css │ │ │ │ │ ├── builder.tsx │ │ │ │ │ ├── component-editor │ │ │ │ │ │ ├── component-editor.tsx │ │ │ │ │ │ ├── detailgroup.tsx │ │ │ │ │ │ ├── fields │ │ │ │ │ │ │ ├── agent-fields.tsx │ │ │ │ │ │ │ ├── fields.tsx │ │ │ │ │ │ │ ├── model-fields.tsx │ │ │ │ │ │ │ ├── team-fields.tsx │ │ │ │ │ │ │ ├── termination-fields.tsx │ │ │ │ │ │ │ └── tool-fields.tsx │ │ │ │ │ │ └── testresults.tsx │ │ │ │ │ ├── library.tsx │ │ │ │ │ ├── nodes.tsx │ │ │ │ │ ├── store.tsx │ │ │ │ │ ├── testdrawer.tsx │ │ │ │ │ ├── toolbar.tsx │ │ │ │ │ ├── types.ts │ │ │ │ │ ├── utils.ts │ │ │ │ │ └── validationerrors.tsx │ │ │ │ │ ├── hooks.tsx │ │ │ │ │ ├── manager.tsx │ │ │ │ │ ├── sidebar.tsx │ │ │ │ │ └── types.ts │ │ │ ├── hooks │ │ │ │ ├── provider.tsx │ │ │ │ └── store.tsx │ │ │ ├── images │ │ │ │ ├── icon.png │ │ │ │ └── landing │ │ │ │ │ ├── nodata.svg │ │ │ │ │ └── welcome.svg │ │ │ ├── index.d.ts │ │ │ ├── pages │ │ │ │ ├── 404.tsx │ │ │ │ ├── build.tsx │ │ │ │ ├── callback.tsx │ │ │ │ ├── deploy.tsx │ │ │ │ ├── gallery.tsx │ │ │ │ ├── index.tsx │ │ │ │ ├── labs.tsx │ │ │ │ ├── login.tsx │ │ │ │ └── settings.tsx │ │ │ └── styles │ │ │ │ └── global.css │ │ ├── static │ │ │ └── images │ │ │ │ └── bg │ │ │ │ └── layeredbg.svg │ │ ├── tailwind.config.js │ │ ├── tsconfig.json │ │ └── yarn.lock │ ├── notebooks │ │ ├── team.json │ │ ├── travel_team.json │ │ └── tutorial.ipynb │ ├── pyproject.toml │ ├── requirements.txt │ ├── setup.py │ └── tests │ │ ├── __init__.py │ │ ├── test_datamodel_types.py │ │ ├── test_db_manager.py │ │ └── test_team_manager.py ├── autogen-test-utils │ ├── LICENSE-CODE │ ├── README.md │ ├── pyproject.toml │ ├── src │ │ └── autogen_test_utils │ │ │ ├── __init__.py │ │ │ ├── py.typed │ │ │ └── telemetry_test_utils.py │ └── tests │ │ └── test.py ├── component-schema-gen │ ├── LICENSE-CODE │ ├── README.md │ ├── pyproject.toml │ └── src │ │ └── component_schema_gen │ │ ├── __init__.py │ │ ├── __main__.py │ │ └── py.typed └── magentic-one-cli │ ├── LICENSE-CODE │ ├── README.md │ ├── pyproject.toml │ └── src │ └── magentic_one_cli │ ├── __init__.py │ ├── __main__.py │ ├── _m1.py │ └── py.typed ├── pyproject.toml ├── run_task_in_pkgs_if_exist.py ├── samples ├── agentchat_azure_postgresql │ └── README.md ├── agentchat_chainlit │ ├── .gitignore │ ├── README.md │ ├── app_agent.py │ ├── app_team.py │ ├── app_team_user_proxy.py │ ├── model_config.yaml │ └── model_config_template.yaml ├── agentchat_chess_game │ ├── .gitignore │ ├── README.md │ ├── main.py │ └── model_config_template.yaml ├── agentchat_fastapi │ ├── .gitignore │ ├── README.md │ ├── app_agent.html │ ├── app_agent.py │ ├── app_team.html │ ├── app_team.py │ └── model_config_template.yaml ├── agentchat_graphrag │ ├── .gitignore │ ├── README.md │ ├── app.py │ ├── model_config_template.yaml │ ├── prompts │ │ ├── community_report.txt │ │ ├── entity_extraction.txt │ │ └── summarize_descriptions.txt │ ├── requirements.txt │ └── settings.yaml ├── agentchat_streamlit │ ├── .gitignore │ ├── README.md │ ├── agent.py │ └── main.py ├── core_async_human_in_the_loop │ ├── .gitignore │ ├── README.md │ ├── main.py │ └── model_config_template.yml ├── core_chainlit │ ├── .gitignore │ ├── README.md │ ├── SimpleAssistantAgent.py │ ├── app_agent.py │ ├── app_team.py │ └── model_config_template.yaml ├── core_chess_game │ ├── .gitignore │ ├── README.md │ ├── main.py │ └── model_config_template.yml ├── core_distributed-group-chat │ ├── .gitignore │ ├── README.md │ ├── _agents.py │ ├── _types.py │ ├── _utils.py │ ├── config.yaml │ ├── public │ │ ├── avatars │ │ │ ├── editor.png │ │ │ ├── group_chat_manager.png │ │ │ ├── user.png │ │ │ └── writer.png │ │ ├── favicon.png │ │ └── logo.png │ ├── run.sh │ ├── run_editor_agent.py │ ├── run_group_chat_manager.py │ ├── run_host.py │ ├── run_ui.py │ └── run_writer_agent.py ├── core_grpc_worker_runtime │ ├── agents.py │ ├── run_cascading_publisher.py │ ├── run_cascading_worker.py │ ├── run_host.py │ ├── run_worker_pub_sub.py │ └── run_worker_rpc.py ├── core_semantic_router │ ├── README.md │ ├── _agents.py │ ├── _semantic_router_agent.py │ ├── _semantic_router_components.py │ ├── run_host.py │ └── run_semantic_router.py ├── core_streaming_handoffs_fastapi │ ├── .gitignore │ ├── README.md │ ├── agent_base.py │ ├── agent_user.py │ ├── app.py │ ├── chat_history │ │ └── history-wile_e_coyote_1.json │ ├── model_config_template.yaml │ ├── models.py │ ├── requirements.txt │ ├── static │ │ └── index.html │ ├── tools.py │ ├── tools_delegate.py │ └── topics.py ├── core_streaming_response_fastapi │ ├── .gitignore │ ├── README.md │ ├── app.py │ └── model_config_template.yaml ├── core_xlang_hello_python_agent │ ├── README.md │ ├── hello_python_agent.py │ ├── protos │ │ ├── __init__.py │ │ ├── agent_events_pb2.py │ │ ├── agent_events_pb2.pyi │ │ ├── agent_events_pb2_grpc.py │ │ └── agent_events_pb2_grpc.pyi │ └── user_input.py ├── gitty │ ├── .python-version │ ├── LICENSE │ ├── README.md │ ├── pyproject.toml │ ├── src │ │ └── gitty │ │ │ ├── __init__.py │ │ │ ├── __main__.py │ │ │ ├── _config.py │ │ │ ├── _db.py │ │ │ ├── _github.py │ │ │ └── _gitty.py │ └── uv.lock └── task_centric_memory │ ├── README.md │ ├── chat_with_teachable_agent.py │ ├── configs │ ├── demonstration.yaml │ ├── retrieval.yaml │ ├── self_teaching.yaml │ └── teachability.yaml │ ├── data_files │ ├── insights │ │ ├── add_topic.yaml │ │ ├── cell_towers_2_demo.yaml │ │ └── liar_advice.yaml │ └── tasks │ │ ├── 100_vampires.yaml │ │ ├── 10_liars.yaml │ │ ├── autogen_package.yaml │ │ ├── cell_towers_1.yaml │ │ └── cell_towers_2.yaml │ ├── eval_learning_from_demonstration.py │ ├── eval_retrieval.py │ ├── eval_self_teaching.py │ ├── eval_teachability.py │ └── utils.py ├── shared_tasks.toml ├── templates └── new-package │ ├── cookiecutter.json │ ├── hooks │ ├── post_gen_project.py │ └── pre_gen_project.py │ └── {{cookiecutter.package_name}} │ ├── LICENSE-CODE │ ├── README.md │ ├── pyproject.toml │ ├── src │ └── {{cookiecutter.__project_slug}} │ │ ├── __init__.py │ │ └── py.typed │ └── tests │ └── test_example.py └── uv.lock /.devcontainer/Dockerfile: -------------------------------------------------------------------------------- 1 | # Note: You can use any Debian/Ubuntu based image you want. 2 | FROM mcr.microsoft.com/devcontainers/base:ubuntu 3 | 4 | # [Optional] Uncomment this section to install additional OS packages. 5 | # RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \ 6 | # && apt-get -y install --no-install-recommends 7 | -------------------------------------------------------------------------------- /.devcontainer/startup.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | # dotnet setup 4 | dotnet workload update 5 | dotnet dev-certs https --trust 6 | 7 | # python setup 8 | pushd python 9 | pip install uv 10 | uv sync 11 | source .venv/bin/activate 12 | echo "export PATH=$PATH" >> ~/.bashrc 13 | popd 14 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/config.yml: -------------------------------------------------------------------------------- 1 | blank_issues_enabled: false 2 | contact_links: 3 | - name: 💬 Questions or general help 4 | url: https://github.com/microsoft/autogen/discussions 5 | about: Please ask and answer questions here. 6 | - name: 💡 Suggest a new feature 7 | url: https://github.com/microsoft/autogen/discussions/categories/feature-suggestions 8 | about: Please suggest new features here and once the feature is accepted a maintainer will create an issue. 9 | -------------------------------------------------------------------------------- /.github/workflows/issue-user-responded.yml: -------------------------------------------------------------------------------- 1 | name: Remove awaiting-op-response label if op responded 2 | on: 3 | issue_comment: 4 | types: [created] 5 | jobs: 6 | label_issues: 7 | runs-on: ubuntu-latest 8 | permissions: 9 | issues: write 10 | pull-requests: write 11 | steps: 12 | - run: gh issue edit "$NUMBER" --remove-label "$LABELS" 13 | if: ${{ github.event.comment.user.login == github.event.issue.user.login && contains(github.event.issue.labels.*.name, 'awaiting-op-response') }} 14 | env: 15 | GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} 16 | GH_REPO: ${{ github.repository }} 17 | NUMBER: ${{ github.event.issue.number }} 18 | LABELS: awaiting-op-response 19 | -------------------------------------------------------------------------------- /.github/workflows/lfs-check.yml: -------------------------------------------------------------------------------- 1 | name: "Git LFS Check" 2 | 3 | on: pull_request 4 | permissions: {} 5 | jobs: 6 | lfs-check: 7 | runs-on: ubuntu-latest 8 | steps: 9 | - name: Checkout 10 | uses: actions/checkout@v4 11 | with: 12 | lfs: true 13 | - name: "Check Git LFS files for consistency, if you see error like 'pointer: unexpectedGitObject ... should have been a pointer but was not', please install Git LFS locally, delete the problematic file, and then add it back again. This ensures it's properly tracked." 14 | run: | 15 | git lfs fsck 16 | -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 1 | # Microsoft Open Source Code of Conduct 2 | 3 | This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). 4 | 5 | Resources: 6 | 7 | - [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/) 8 | - [Microsoft Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) 9 | - Contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with questions or concerns 10 | -------------------------------------------------------------------------------- /SUPPORT.md: -------------------------------------------------------------------------------- 1 | # Support 2 | 3 | ## How to file issues and get help 4 | 5 | This project uses [GitHub Issues](https://github.com/microsoft/autogen/issues) 6 | to track bugs and feature requests. Please search the existing 7 | issues before filing new issues to avoid duplicates. For new issues, file your bug or 8 | feature request as a new Issue. 9 | 10 | For help and questions about using this project, please use 11 | [GitHub Discussion](https://github.com/microsoft/autogen/discussions). 12 | Follow [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/) 13 | when participating in the forum. 14 | 15 | ## Microsoft Support Policy 16 | 17 | Support for this project is limited to the resources listed above. 18 | -------------------------------------------------------------------------------- /autogen-landing.jpg: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:149a1ab7bec4917c445992c0bff2d4402cb194207a03d4bec573d74d52aac5e8 3 | size 269405 4 | -------------------------------------------------------------------------------- /codecov.yml: -------------------------------------------------------------------------------- 1 | coverage: 2 | status: 3 | project: off 4 | -------------------------------------------------------------------------------- /docs/design/readme.md: -------------------------------------------------------------------------------- 1 | # Docs 2 | 3 | You can find the project documentation [here](https://microsoft.github.io/autogen/dev/). 4 | -------------------------------------------------------------------------------- /docs/dotnet/.gitignore: -------------------------------------------------------------------------------- 1 | ############### 2 | # folder # 3 | ############### 4 | /**/DROP/ 5 | /**/TEMP/ 6 | /**/packages/ 7 | /**/bin/ 8 | /**/obj/ 9 | 10 | # build artifacts for web 11 | _site/ 12 | api/ 13 | -------------------------------------------------------------------------------- /docs/dotnet/README.md: -------------------------------------------------------------------------------- 1 | # How to build and run the website 2 | 3 | ## Prerequisites 4 | 5 | - dotnet 8.0 or later 6 | 7 | ## Build 8 | 9 | Firstly, go to autogen/dotnet folder and run the following command to build the website: 10 | 11 | ```bash 12 | dotnet tool restore 13 | dotnet tool run docfx ../docs/dotnet/docfx.json --serve 14 | ``` 15 | 16 | After the command is executed, you can open your browser and navigate to `http://localhost:8080` to view the website. 17 | -------------------------------------------------------------------------------- /docs/dotnet/core/differences-from-python.md: -------------------------------------------------------------------------------- 1 | # Differences from Python 2 | 3 | ## Publishing to a topic that an agent is also subscribed to 4 | 5 | > [!NOTE] 6 | > TLDR; Default behavior is identical. 7 | 8 | When an agent publishes a message to a topic to which it also listens, the message will not be received by the agent that sent it. This is also the behavior in the Python runtime. However to support previous usage, in @Microsoft.AutoGen.Core.InProcessRuntime, you can set the @Microsoft.AutoGen.Core.InProcessRuntime.DeliverToSelf property to true in the TopicSubscription attribute to allow an agent to receive messages it sends. 9 | -------------------------------------------------------------------------------- /docs/dotnet/core/toc.yml: -------------------------------------------------------------------------------- 1 | - name: Overview 2 | href: index.md 3 | - name: Installation 4 | href: installation.md 5 | - name: Tutorial 6 | href: tutorial.md 7 | - name: Differences from Python 8 | href: differences-from-python.md 9 | - name: Protobuf message types 10 | href: protobuf-message-types.md 11 | -------------------------------------------------------------------------------- /docs/dotnet/images/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/docs/dotnet/images/favicon.ico -------------------------------------------------------------------------------- /docs/dotnet/template/public/main.js: -------------------------------------------------------------------------------- 1 | export default { 2 | iconLinks: [ 3 | { 4 | icon: 'github', 5 | href: 'https://github.com/microsoft/autogen', 6 | title: 'GitHub' 7 | } 8 | ] 9 | } -------------------------------------------------------------------------------- /docs/dotnet/toc.yml: -------------------------------------------------------------------------------- 1 | - name: Core 2 | href: core/ 3 | 4 | - name: API Reference 5 | href: api/ 6 | 7 | - name: Python⤴ 8 | href: https://microsoft.github.io/autogen/ 9 | -------------------------------------------------------------------------------- /dotnet/.config/dotnet-tools.json: -------------------------------------------------------------------------------- 1 | { 2 | "version": 1, 3 | "isRoot": true, 4 | "tools": { 5 | "dotnet-repl": { 6 | "version": "0.1.205", 7 | "commands": [ 8 | "dotnet-repl" 9 | ], 10 | "rollForward": true 11 | }, 12 | "docfx": { 13 | "version": "2.67.5", 14 | "commands": [ 15 | "docfx" 16 | ], 17 | "rollForward": true 18 | } 19 | } 20 | } -------------------------------------------------------------------------------- /dotnet/AutoGen.v3.ncrunchsolution: -------------------------------------------------------------------------------- 1 |  2 | 3 | True 4 | True 5 | True 6 | True 7 | 8 | -------------------------------------------------------------------------------- /dotnet/Directory.Build.targets: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | $(MSBuildProjectDirectory)\README.md 5 | true 6 | README.md 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | -------------------------------------------------------------------------------- /dotnet/NuGet.config: -------------------------------------------------------------------------------- 1 |  2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /dotnet/eng/MetaInfo.props: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 0.4.0 5 | 0.2.3 6 | Microsoft 7 | https://microsoft.github.io/autogen-for-net/ 8 | https://github.com/microsoft/autogen 9 | git 10 | MIT 11 | false 12 | 13 | 14 | -------------------------------------------------------------------------------- /dotnet/eng/opensource.snk: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/dotnet/eng/opensource.snk -------------------------------------------------------------------------------- /dotnet/global.json: -------------------------------------------------------------------------------- 1 | { 2 | "sdk": { 3 | "version": "9.0.100", 4 | "rollForward": "latestFeature" 5 | } 6 | } 7 | -------------------------------------------------------------------------------- /dotnet/nuget/NUGET.md: -------------------------------------------------------------------------------- 1 | ### About AutoGen for .NET 2 | `AutoGen for .NET` is the official .NET SDK for [AutoGen](https://github.com/microsoft/autogen). It enables you to create LLM agents and construct multi-agent workflows with ease. It also provides integration with popular platforms like OpenAI, Semantic Kernel, and LM Studio. 3 | 4 | ### Gettings started 5 | - Find documents and examples on our [document site](https://microsoft.github.io/autogen-for-net/) 6 | - Report a bug or request a feature by creating a new issue in our [github repo](https://github.com/microsoft/autogen) 7 | - Consume the nightly build package from one of the [nightly build feeds](https://microsoft.github.io/autogen-for-net/articles/Installation.html#nighly-build) -------------------------------------------------------------------------------- /dotnet/nuget/README.md: -------------------------------------------------------------------------------- 1 | # NuGet Directory 2 | 3 | This directory contains resources and metadata for packaging the AutoGen.NET SDK as a NuGet package. 4 | 5 | ## Files 6 | 7 | - **icon.png**: The icon used for the NuGet package. 8 | - **NUGET.md**: The readme file displayed on the NuGet package page. 9 | - **NUGET-PACKAGE.PROPS**: The MSBuild properties file that defines the packaging settings for the NuGet package. 10 | 11 | ## Purpose 12 | 13 | The files in this directory are used to configure and build the NuGet package for the AutoGen.NET SDK, ensuring that it includes necessary metadata, documentation, and resources. -------------------------------------------------------------------------------- /dotnet/nuget/icon.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:02dbf31fea0b92714c80fdc90888da7e96374a1f52c621a939835fd3c876ddcc 3 | size 426084 4 | -------------------------------------------------------------------------------- /dotnet/resource/images/background.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:300b7c9d6ba0c23a3e52fbd2e268141ddcca0434a9fb9dcf7e58e7e903d36dcf 3 | size 2126185 4 | -------------------------------------------------------------------------------- /dotnet/resource/images/square.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:8323d0b8eceb752e14c29543b2e28bb2fc648ed9719095c31b7708867a4dc918 3 | size 491 4 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.Anthropic.Sample/Program.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Program.cs 3 | 4 | namespace AutoGen.Anthropic.Sample; 5 | 6 | internal static class Program 7 | { 8 | public static async Task Main(string[] _) 9 | { 10 | await Anthropic_Agent_With_Prompt_Caching.RunAsync(); 11 | } 12 | } 13 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.Basic.Sample/CodeSnippet/UserProxyAgentCodeSnippet.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // UserProxyAgentCodeSnippet.cs 3 | 4 | using AutoGen.Core; 5 | 6 | namespace AutoGen.Basic.Sample.CodeSnippet; 7 | 8 | public class UserProxyAgentCodeSnippet 9 | { 10 | public async Task CodeSnippet1() 11 | { 12 | #region code_snippet_1 13 | // create a user proxy agent which always ask user for input 14 | var agent = new UserProxyAgent( 15 | name: "user", 16 | humanInputMode: HumanInputMode.ALWAYS); 17 | 18 | await agent.SendAsync("hello"); 19 | #endregion code_snippet_1 20 | } 21 | } 22 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.Basic.Sample/Example13_OpenAIAgent_JsonMode.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Example13_OpenAIAgent_JsonMode.cs 3 | 4 | // this example has been moved to https://github.com/microsoft/autogen/blob/main/dotnet/samples/AutoGen.OpenAI.Sample/Use_Json_Mode.cs 5 | 6 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.Basic.Sample/Example16_OpenAIChatAgent_ConnectToThirdPartyBackend.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Example16_OpenAIChatAgent_ConnectToThirdPartyBackend.cs 3 | 4 | // this example has been moved to https://github.com/microsoft/autogen/blob/main/dotnet/samples/AutoGen.OpenAI.Sample/Connect_To_Ollama.cs 5 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.Basic.Sample/GlobalUsing.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GlobalUsing.cs 3 | 4 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.Gemini.Sample/Program.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Program.cs 3 | 4 | using AutoGen.Gemini.Sample; 5 | 6 | Image_Chat_With_Vertex_Gemini.RunAsync().Wait(); 7 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.Ollama.Sample/Program.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Program.cs 3 | 4 | using AutoGen.Ollama.Sample; 5 | 6 | await Chat_With_LLaVA.RunAsync(); 7 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.OpenAI.Sample/Program.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Program.cs 3 | 4 | using AutoGen.OpenAI.Sample; 5 | 6 | Structural_Output.RunAsync().Wait(); 7 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.SemanticKernel.Sample/Program.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Program.cs 3 | 4 | using AutoGen.SemanticKernel.Sample; 5 | 6 | await Use_Kernel_Functions_With_Other_Agent.RunAsync(); 7 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.WebAPI.Sample/AutoGen.WebAPI.Sample.csproj: -------------------------------------------------------------------------------- 1 |  2 | 3 | 4 | $(TestTargetFrameworks) 5 | enable 6 | enable 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | -------------------------------------------------------------------------------- /dotnet/samples/AgentChat/AutoGen.WebAPI.Sample/Properties/launchSettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "profiles": { 3 | "AutoGen.WebAPI.Sample": { 4 | "commandName": "Project", 5 | "launchBrowser": true, 6 | "environmentVariables": { 7 | "ASPNETCORE_ENVIRONMENT": "Development" 8 | }, 9 | "applicationUrl": "https://localhost:50675;http://localhost:50676" 10 | } 11 | } 12 | } -------------------------------------------------------------------------------- /dotnet/samples/Directory.Build.props: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | False 6 | 7 | 8 | 9 | 10 | -------------------------------------------------------------------------------- /dotnet/samples/GettingStarted/CountMessage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // CountMessage.cs 3 | 4 | #region snippet_CountMessage 5 | namespace GettingStartedSample; 6 | 7 | public class CountMessage 8 | { 9 | public int Content { get; set; } 10 | } 11 | #endregion 12 | -------------------------------------------------------------------------------- /dotnet/samples/GettingStarted/CountUpdate.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // CountUpdate.cs 3 | 4 | #region snippet_CountUpdate 5 | namespace GettingStartedSample; 6 | 7 | public class CountUpdate 8 | { 9 | public int NewCount { get; set; } 10 | } 11 | #endregion 12 | -------------------------------------------------------------------------------- /dotnet/samples/GettingStarted/GettingStarted.csproj: -------------------------------------------------------------------------------- 1 |  2 | 3 | 4 | Exe 5 | net8.0 6 | getting_started 7 | enable 8 | enable 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | -------------------------------------------------------------------------------- /dotnet/samples/GettingStartedGrpc/message.proto: -------------------------------------------------------------------------------- 1 | syntax = "proto3"; 2 | 3 | option csharp_namespace = "GettingStartedGrpcSample.Events"; 4 | 5 | message CountMessage { 6 | int32 content = 1; 7 | } 8 | 9 | message CountUpdate { 10 | int32 new_count = 1; 11 | } 12 | -------------------------------------------------------------------------------- /dotnet/samples/Hello/Hello.AppHost/appsettings.Development.json: -------------------------------------------------------------------------------- 1 | { 2 | "Logging": { 3 | "LogLevel": { 4 | "Default": "Information", 5 | "Microsoft.AspNetCore": "Warning", 6 | "Aspire.Hosting.ApplicationModel.ResourceNotificationService": "Debug" 7 | } 8 | } 9 | } 10 | -------------------------------------------------------------------------------- /dotnet/samples/Hello/HelloAIAgents/Properties/launchSettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "profiles": { 3 | "HelloAIAgents": { 4 | "commandName": "Project", 5 | "launchBrowser": true, 6 | "environmentVariables": { 7 | "ASPNETCORE_ENVIRONMENT": "Development" 8 | }, 9 | "applicationUrl": "https://localhost:53139;http://localhost:53140" 10 | } 11 | } 12 | } -------------------------------------------------------------------------------- /dotnet/samples/Hello/HelloAIAgents/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "Logging": { 3 | "LogLevel": { 4 | "Default": "Warning", 5 | "Microsoft": "Warning", 6 | "Microsoft.Orleans": "Warning" 7 | } 8 | } 9 | } -------------------------------------------------------------------------------- /dotnet/samples/Hello/HelloAgent/Properties/launchSettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "profiles": { 3 | "HelloAgent": { 4 | "commandName": "Project", 5 | "launchBrowser": true, 6 | "environmentVariables": { 7 | "ASPNETCORE_ENVIRONMENT": "Development" 8 | }, 9 | "applicationUrl": "https://localhost:53113;http://localhost:53114" 10 | } 11 | } 12 | } -------------------------------------------------------------------------------- /dotnet/samples/Hello/HelloAgent/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "Logging": { 3 | "LogLevel": { 4 | "Default": "Warning", 5 | "Microsoft": "Information", 6 | "Microsoft.Orleans": "Warning" 7 | } 8 | } 9 | } -------------------------------------------------------------------------------- /dotnet/samples/Hello/HelloAgentState/Properties/launchSettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "profiles": { 3 | "HelloAgentState": { 4 | "commandName": "Project", 5 | "launchBrowser": true, 6 | "environmentVariables": { 7 | "ASPNETCORE_ENVIRONMENT": "Development" 8 | }, 9 | "applicationUrl": "https://localhost:53136;http://localhost:53137" 10 | } 11 | } 12 | } -------------------------------------------------------------------------------- /dotnet/samples/Hello/HelloAgentState/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "Logging": { 3 | "LogLevel": { 4 | "Default": "Warning", 5 | "Microsoft": "Warning", 6 | "Microsoft.Orleans": "Warning" 7 | } 8 | } 9 | } -------------------------------------------------------------------------------- /dotnet/samples/Hello/README.md: -------------------------------------------------------------------------------- 1 | # Multiproject App Host for HelloAgent 2 | 3 | This is a [.NET Aspire](https://learn.microsoft.com/en-us/dotnet/aspire/get-started/aspire-overview) App Host that starts up the HelloAgent project and the agents backend. Once the project starts up you will be able to view the telemetry and logs in the [Aspire Dashboard](https://learn.microsoft.com/en-us/dotnet/aspire/get-started/aspire-dashboard) using the link provided in the console. 4 | 5 | ```shell 6 | cd Hello.AppHost 7 | dotnet run 8 | ``` 9 | 10 | For more info see the HelloAgent [README](../HelloAgent/README.md). 11 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/DevTeam.AppHost/appsettings.Development.json: -------------------------------------------------------------------------------- 1 | { 2 | "Logging": { 3 | "LogLevel": { 4 | "Default": "Information", 5 | "Microsoft.AspNetCore": "Warning" 6 | } 7 | } 8 | } 9 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/DevTeam.Backend/AiAgent.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // AiAgent.cs 3 | 4 | using Microsoft.AutoGen.Core; 5 | 6 | namespace DevTeam.Agents; 7 | 8 | public class AiAgent : Agent 9 | { 10 | public AiAgent(AgentsMetadata eventTypes, ILogger> logger) : base(eventTypes, logger) 11 | { 12 | } 13 | 14 | protected async Task AddKnowledge(string instruction, string v) 15 | { 16 | throw new NotImplementedException(); 17 | } 18 | 19 | protected async Task CallFunction(string prompt) 20 | { 21 | throw new NotImplementedException(); 22 | } 23 | } 24 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/DevTeam.Backend/Consts.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Consts.cs 3 | 4 | namespace DevTeam.Backend; 5 | 6 | public class Consts 7 | { 8 | public const string TopicName = "devteam"; 9 | } 10 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/DevTeam.Backend/Models/DevPlan.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // DevPlan.cs 3 | 4 | namespace DevTeam; 5 | public class DevLeadPlan 6 | { 7 | public required List Steps { get; set; } 8 | } 9 | 10 | public class StepDescription 11 | { 12 | public string? Description { get; set; } 13 | public string? Step { get; set; } 14 | public List? Subtasks { get; set; } 15 | } 16 | 17 | public class SubtaskDescription 18 | { 19 | public string? Subtask { get; set; } 20 | public string? Prompt { get; set; } 21 | } 22 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/DevTeam.Backend/Options/GithubOptions.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GithubOptions.cs 3 | 4 | using System.ComponentModel.DataAnnotations; 5 | 6 | namespace DevTeam.Options; 7 | public class GithubOptions 8 | { 9 | [Required] 10 | public required string AppKey { get; set; } 11 | [Required] 12 | public int AppId { get; set; } 13 | [Required] 14 | public long InstallationId { get; set; } 15 | [Required] 16 | public required string WebhookSecret { get; set; } 17 | } 18 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/DevTeam.Backend/Properties/launchSettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "profiles": { 3 | "DevTeam.Backend": { 4 | "commandName": "Project", 5 | "launchBrowser": true, 6 | "environmentVariables": { 7 | "ASPNETCORE_ENVIRONMENT": "Development" 8 | }, 9 | "applicationUrl": "https://localhost:50672;http://localhost:50674" 10 | } 11 | } 12 | } -------------------------------------------------------------------------------- /dotnet/samples/dev-team/DevTeam.Backend/appsettings.Development.json: -------------------------------------------------------------------------------- 1 | { 2 | "Logging": { 3 | "LogLevel": { 4 | "Default": "Information", 5 | "Microsoft.AspNetCore": "Warning" 6 | } 7 | } 8 | } 9 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/Protos/states.proto: -------------------------------------------------------------------------------- 1 | syntax = "proto3"; 2 | 3 | package devteam; 4 | 5 | option csharp_namespace = "DevTeam"; 6 | 7 | 8 | message DeveloperState { 9 | string understanding = 1; 10 | } 11 | 12 | message DeveloperLeadState { 13 | string plan = 1; 14 | } 15 | 16 | message ProductManagerState { 17 | string capabilities = 1; 18 | } 19 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/azure.yaml: -------------------------------------------------------------------------------- 1 | # yaml-language-server: $schema=https://raw.githubusercontent.com/Azure/azure-dev/main/schemas/v1.0/azure.yaml.json 2 | 3 | name: ai-dev-team 4 | services: 5 | gh-flow: 6 | project: "./DevTeam.AppHost/DevTeam.AppHost.csproj" 7 | language: dotnet 8 | host: containerapp 9 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/docs/images/github-sk-dev-team.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:a5c18db95ff3d7357cd9112e3e8698185d819c796a053b070782d019ff1437c9 3 | size 309649 4 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/docs/images/new-codespace.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:d01b942495de39ee2ab443283cfa22b51de8482710709b984dd21d5907b59a1b 3 | size 27275 4 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/docs/images/overview.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:8de049310295afdeca720b7b289967d8f960998e426c10ccd862b3bcfb81ef0b 3 | size 348879 4 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/docs/images/solution-explorer.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:62294a0181f1f0b5a2cb9dff20cc6911df9df80a1752a2d7bdf22b7615d2fc78 3 | size 60694 4 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/seed-memory/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM mcr.microsoft.com/dotnet/runtime:7.0 AS base 2 | WORKDIR /app 3 | 4 | FROM mcr.microsoft.com/dotnet/sdk:7.0 AS build 5 | WORKDIR /src 6 | COPY ["util/seed-memory/seed-memory.csproj", "util/seed-memory/"] 7 | RUN dotnet restore "util/seed-memory/seed-memory.csproj" 8 | COPY . . 9 | WORKDIR "/src/util/seed-memory" 10 | RUN dotnet build "seed-memory.csproj" -c Release -o /app/build 11 | 12 | FROM build AS publish 13 | RUN dotnet publish "seed-memory.csproj" -c Release -o /app/publish /p:UseAppHost=false 14 | 15 | FROM base AS final 16 | WORKDIR /app 17 | COPY --from=publish /app/publish . 18 | ENTRYPOINT ["dotnet", "seed-memory.dll"] 19 | -------------------------------------------------------------------------------- /dotnet/samples/dev-team/seed-memory/README.md: -------------------------------------------------------------------------------- 1 | # TODO -------------------------------------------------------------------------------- /dotnet/samples/dev-team/seed-memory/azure-well-architected.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/dotnet/samples/dev-team/seed-memory/azure-well-architected.pdf -------------------------------------------------------------------------------- /dotnet/samples/dev-team/seed-memory/config/appsettings.template.json: -------------------------------------------------------------------------------- 1 | { 2 | "serviceType": "AzureOpenAI", 3 | "serviceId": "", 4 | "deploymentOrModelId": "", 5 | "embeddingDeploymentOrModelId": "", 6 | "endpoint": "", 7 | "apiKey": "", 8 | "qdrantEndpoint": "" 9 | } -------------------------------------------------------------------------------- /dotnet/spelling.dic: -------------------------------------------------------------------------------- 1 | qdrant 2 | orleans 3 | openai 4 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Anthropic/AutoGen.Anthropic.csproj: -------------------------------------------------------------------------------- 1 |  2 | 3 | 4 | $(PackageTargetFrameworks) 5 | AutoGen.Anthropic 6 | 7 | 8 | 9 | 10 | 11 | 12 | AutoGen.Anthropic 13 | 14 | Provide support for consuming Anthropic models in AutoGen 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Anthropic/DTO/ErrorResponse.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ErrorResponse.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.Anthropic.DTO; 7 | 8 | public sealed class ErrorResponse 9 | { 10 | [JsonPropertyName("error")] 11 | public Error? Error { get; set; } 12 | } 13 | 14 | public sealed class Error 15 | { 16 | [JsonPropertyName("Type")] 17 | public string? Type { get; set; } 18 | 19 | [JsonPropertyName("message")] 20 | public string? Message { get; set; } 21 | } 22 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Anthropic/Utils/AnthropicConstants.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // AnthropicConstants.cs 3 | 4 | namespace AutoGen.Anthropic.Utils; 5 | 6 | public static class AnthropicConstants 7 | { 8 | public static string Endpoint = "https://api.anthropic.com/v1/messages"; 9 | 10 | // Models 11 | public static string Claude3Opus = "claude-3-opus-20240229"; 12 | public static string Claude3Sonnet = "claude-3-sonnet-20240229"; 13 | public static string Claude3Haiku = "claude-3-haiku-20240307"; 14 | public static string Claude35Sonnet = "claude-3-5-sonnet-20240620"; 15 | } 16 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Core/Agent/IStreamingAgent.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // IStreamingAgent.cs 3 | 4 | using System.Collections.Generic; 5 | using System.Threading; 6 | 7 | namespace AutoGen.Core; 8 | 9 | /// 10 | /// agent that supports streaming reply 11 | /// 12 | public interface IStreamingAgent : IAgent 13 | { 14 | public IAsyncEnumerable GenerateStreamingReplyAsync( 15 | IEnumerable messages, 16 | GenerateReplyOptions? options = null, 17 | CancellationToken cancellationToken = default); 18 | } 19 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Core/GroupChat/IGroupChat.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // IGroupChat.cs 3 | 4 | using System; 5 | using System.Collections.Generic; 6 | using System.Threading; 7 | using System.Threading.Tasks; 8 | 9 | namespace AutoGen.Core; 10 | 11 | public interface IGroupChat 12 | { 13 | /// 14 | /// Send an introduction message to the group chat. 15 | /// 16 | void SendIntroduction(IMessage message); 17 | 18 | [Obsolete("please use SendIntroduction")] 19 | void AddInitializeMessage(IMessage message); 20 | 21 | Task> CallAsync(IEnumerable? conversation = null, int maxRound = 10, CancellationToken ct = default); 22 | } 23 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Core/ILLMConfig.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ILLMConfig.cs 3 | 4 | namespace AutoGen.Core; 5 | 6 | public interface ILLMConfig 7 | { 8 | } 9 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.DotnetInteractive/GlobalUsing.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GlobalUsing.cs 3 | 4 | global using AutoGen.Core; 5 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.DotnetInteractive/RestoreInteractive.config: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 7 | 8 | 9 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.DotnetInteractive/dotnet-tools.json: -------------------------------------------------------------------------------- 1 | { 2 | "version": 1, 3 | "isRoot": true, 4 | "tools": { 5 | "Microsoft.dotnet-interactive": { 6 | "version": "1.0.522904", 7 | "commands": [ 8 | "dotnet-interactive" 9 | ] 10 | } 11 | } 12 | } -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Gemini/IGeminiClient.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // IGeminiClient.cs 3 | 4 | using System.Collections.Generic; 5 | using System.Threading; 6 | using System.Threading.Tasks; 7 | using Google.Cloud.AIPlatform.V1; 8 | 9 | namespace AutoGen.Gemini; 10 | 11 | public interface IGeminiClient 12 | { 13 | Task GenerateContentAsync(GenerateContentRequest request, CancellationToken cancellationToken = default); 14 | IAsyncEnumerable GenerateContentStreamAsync(GenerateContentRequest request); 15 | } 16 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.LMStudio/GlobalUsing.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GlobalUsing.cs 3 | 4 | global using AutoGen.Core; 5 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Mistral/AutoGen.Mistral.csproj: -------------------------------------------------------------------------------- 1 |  2 | 3 | 4 | $(PackageTargetFrameworks) 5 | AutoGen.Mistral 6 | 7 | 8 | 9 | 10 | 11 | 12 | AutoGen.Mistral 13 | 14 | Provide support for consuming Mistral model in AutoGen 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Mistral/DTOs/ErrorResponse.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ErrorResponse.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.Mistral; 7 | 8 | public class ErrorResponse 9 | { 10 | public ErrorResponse(Error error) 11 | { 12 | Error = error; 13 | } 14 | /// 15 | /// Gets or Sets Error 16 | /// 17 | [JsonPropertyName("error")] 18 | public Error Error { get; set; } 19 | } 20 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Mistral/DTOs/ResponseFormat.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ResponseFormat.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.Mistral; 7 | 8 | public class ResponseFormat 9 | { 10 | [JsonPropertyName("type")] 11 | public string ResponseFormatType { get; set; } = "json_object"; 12 | } 13 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Mistral/DTOs/Usage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Usage.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.Mistral; 7 | 8 | public class Usage 9 | { 10 | [JsonPropertyName("prompt_tokens")] 11 | public int PromptTokens { get; set; } 12 | 13 | /// 14 | /// Gets or Sets CompletionTokens 15 | /// 16 | /// 93 17 | [JsonPropertyName("completion_tokens")] 18 | public int CompletionTokens { get; set; } 19 | 20 | /// 21 | /// Gets or Sets TotalTokens 22 | /// 23 | /// 107 24 | [JsonPropertyName("total_tokens")] 25 | public int TotalTokens { get; set; } 26 | } 27 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Mistral/MistralAIModelID.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // MistralAIModelID.cs 3 | 4 | namespace AutoGen.Mistral; 5 | 6 | public class MistralAIModelID 7 | { 8 | public const string OPEN_MISTRAL_7B = "open-mistral-7b"; 9 | public const string OPEN_MISTRAL_8X7B = "open-mixtral-8x7b"; 10 | public const string OPEN_MISTRAL_8X22B = "open-mixtral-8x22b"; 11 | public const string MISTRAL_SMALL_LATEST = "mistral-small-latest"; 12 | public const string MISTRAL_MEDIUM_LATEST = "mistral-medium-latest"; 13 | public const string MISTRAL_LARGE_LATEST = "mistral-large-latest"; 14 | } 15 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Ollama/DTOs/ChatResponseUpdate.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ChatResponseUpdate.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.Ollama; 7 | 8 | public class ChatResponseUpdate 9 | { 10 | [JsonPropertyName("model")] 11 | public string Model { get; set; } = string.Empty; 12 | 13 | [JsonPropertyName("created_at")] 14 | public string CreatedAt { get; set; } = string.Empty; 15 | 16 | [JsonPropertyName("message")] 17 | public Message? Message { get; set; } 18 | 19 | [JsonPropertyName("done")] 20 | public bool Done { get; set; } 21 | } 22 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Ollama/Embeddings/ITextEmbeddingService.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ITextEmbeddingService.cs 3 | 4 | using System.Threading; 5 | using System.Threading.Tasks; 6 | 7 | namespace AutoGen.Ollama; 8 | 9 | public interface ITextEmbeddingService 10 | { 11 | public Task GenerateAsync(TextEmbeddingsRequest request, CancellationToken cancellationToken); 12 | } 13 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Ollama/Embeddings/TextEmbeddingsResponse.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // TextEmbeddingsResponse.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.Ollama; 7 | 8 | public class TextEmbeddingsResponse 9 | { 10 | [JsonPropertyName("embedding")] 11 | public double[]? Embedding { get; set; } 12 | } 13 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.Ollama/OllamaConsts.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OllamaConsts.cs 3 | 4 | namespace AutoGen.Ollama; 5 | 6 | public class OllamaConsts 7 | { 8 | public const string JsonFormatType = "json"; 9 | public const string JsonMediaType = "application/json"; 10 | public const string ChatCompletionEndpoint = "/api/chat"; 11 | public const string EmbeddingsEndpoint = "/api/embeddings"; 12 | } 13 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.OpenAI.V1/AzureOpenAIConfig.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // AzureOpenAIConfig.cs 3 | 4 | namespace AutoGen.OpenAI.V1; 5 | 6 | public class AzureOpenAIConfig : ILLMConfig 7 | { 8 | public AzureOpenAIConfig(string endpoint, string deploymentName, string apiKey, string? modelId = null) 9 | { 10 | this.Endpoint = endpoint; 11 | this.DeploymentName = deploymentName; 12 | this.ApiKey = apiKey; 13 | this.ModelId = modelId; 14 | } 15 | 16 | public string Endpoint { get; } 17 | 18 | public string DeploymentName { get; } 19 | 20 | public string ApiKey { get; } 21 | 22 | public string? ModelId { get; } 23 | } 24 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.OpenAI.V1/GlobalUsing.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GlobalUsing.cs 3 | 4 | global using AutoGen.Core; 5 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.OpenAI.V1/OpenAIConfig.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIConfig.cs 3 | 4 | namespace AutoGen.OpenAI.V1; 5 | 6 | public class OpenAIConfig : ILLMConfig 7 | { 8 | public OpenAIConfig(string apiKey, string modelId) 9 | { 10 | this.ApiKey = apiKey; 11 | this.ModelId = modelId; 12 | } 13 | 14 | public string ApiKey { get; } 15 | 16 | public string ModelId { get; } 17 | } 18 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.OpenAI/GlobalUsing.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GlobalUsing.cs 3 | 4 | global using AutoGen.Core; 5 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.SemanticKernel/GlobalUsing.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GlobalUsing.cs 3 | 4 | global using AutoGen.Core; 5 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIAssistantMessage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIAssistantMessage.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIAssistantMessage : OpenAIMessage 9 | { 10 | [JsonPropertyName("role")] 11 | public override string? Role { get; } = "assistant"; 12 | 13 | [JsonPropertyName("content")] 14 | public string? Content { get; set; } 15 | 16 | [JsonPropertyName("name")] 17 | public string? Name { get; set; } 18 | 19 | [JsonPropertyName("tool_calls")] 20 | public OpenAIToolCallObject[]? ToolCalls { get; set; } 21 | } 22 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIChatCompletionChoice.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIChatCompletionChoice.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIChatCompletionChoice 9 | { 10 | [JsonPropertyName("finish_reason")] 11 | public string? FinishReason { get; set; } 12 | 13 | [JsonPropertyName("index")] 14 | public int Index { get; set; } 15 | 16 | [JsonPropertyName("message")] 17 | public OpenAIChatCompletionMessage? Message { get; set; } 18 | 19 | [JsonPropertyName("delta")] 20 | public OpenAIChatCompletionMessage? Delta { get; set; } 21 | } 22 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIChatCompletionMessage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIChatCompletionMessage.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIChatCompletionMessage 9 | { 10 | [JsonPropertyName("role")] 11 | public string Role { get; } = "assistant"; 12 | 13 | [JsonPropertyName("content")] 14 | public string? Content { get; set; } 15 | } 16 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIChatCompletionUsage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIChatCompletionUsage.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIChatCompletionUsage 9 | { 10 | [JsonPropertyName("completion_tokens")] 11 | public int CompletionTokens { get; set; } 12 | 13 | [JsonPropertyName("prompt_tokens")] 14 | public int PromptTokens { get; set; } 15 | 16 | [JsonPropertyName("total_tokens")] 17 | public int TotalTokens { get; set; } 18 | } 19 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIImageUrlObject.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIImageUrlObject.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIImageUrlObject 9 | { 10 | [JsonPropertyName("url")] 11 | public string? Url { get; set; } 12 | 13 | [JsonPropertyName("detail")] 14 | public string? Detail { get; set; } = "auto"; 15 | } 16 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIMessage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIMessage.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | [JsonConverter(typeof(OpenAIMessageConverter))] 9 | internal abstract class OpenAIMessage 10 | { 11 | [JsonPropertyName("role")] 12 | public abstract string? Role { get; } 13 | } 14 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIStreamOptions.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIStreamOptions.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIStreamOptions 9 | { 10 | [JsonPropertyName("include_usage")] 11 | public bool? IncludeUsage { get; set; } 12 | } 13 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAISystemMessage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAISystemMessage.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAISystemMessage : OpenAIMessage 9 | { 10 | [JsonPropertyName("role")] 11 | public override string? Role { get; } = "system"; 12 | 13 | [JsonPropertyName("content")] 14 | public string? Content { get; set; } 15 | 16 | [JsonPropertyName("name")] 17 | public string? Name { get; set; } 18 | } 19 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIToolCallObject.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIToolCallObject.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIToolCallObject 9 | { 10 | [JsonPropertyName("name")] 11 | public string? Name { get; set; } 12 | 13 | [JsonPropertyName("arguments")] 14 | public string? Arguments { get; set; } 15 | } 16 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIToolMessage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIToolMessage.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIToolMessage : OpenAIMessage 9 | { 10 | [JsonPropertyName("role")] 11 | public override string? Role { get; } = "tool"; 12 | 13 | [JsonPropertyName("content")] 14 | public string? Content { get; set; } 15 | 16 | [JsonPropertyName("tool_call_id")] 17 | public string? ToolCallId { get; set; } 18 | } 19 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIUserImageContent.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIUserImageContent.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIUserImageContent : OpenAIUserMessageItem 9 | { 10 | [JsonPropertyName("type")] 11 | public override string MessageType { get; } = "image"; 12 | 13 | [JsonPropertyName("image_url")] 14 | public string? Url { get; set; } 15 | } 16 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIUserMessage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIUserMessage.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIUserMessage : OpenAIMessage 9 | { 10 | [JsonPropertyName("role")] 11 | public override string? Role { get; } = "user"; 12 | 13 | [JsonPropertyName("content")] 14 | public string? Content { get; set; } 15 | 16 | [JsonPropertyName("name")] 17 | public string? Name { get; set; } 18 | } 19 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIUserMessageItem.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIUserMessageItem.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal abstract class OpenAIUserMessageItem 9 | { 10 | [JsonPropertyName("type")] 11 | public abstract string MessageType { get; } 12 | } 13 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIUserMultiModalMessage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIUserMultiModalMessage.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIUserMultiModalMessage : OpenAIMessage 9 | { 10 | [JsonPropertyName("role")] 11 | public override string? Role { get; } = "user"; 12 | 13 | [JsonPropertyName("content")] 14 | public OpenAIUserMessageItem[]? Content { get; set; } 15 | 16 | [JsonPropertyName("name")] 17 | public string? Name { get; set; } 18 | } 19 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen.WebAPI/OpenAI/DTO/OpenAIUserTextContent.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIUserTextContent.cs 3 | 4 | using System.Text.Json.Serialization; 5 | 6 | namespace AutoGen.WebAPI.OpenAI.DTO; 7 | 8 | internal class OpenAIUserTextContent : OpenAIUserMessageItem 9 | { 10 | [JsonPropertyName("type")] 11 | public override string MessageType { get; } = "text"; 12 | 13 | [JsonPropertyName("text")] 14 | public string? Content { get; set; } 15 | } 16 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen/ConversableAgentConfig.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ConversableAgentConfig.cs 3 | 4 | using System.Collections.Generic; 5 | 6 | namespace AutoGen; 7 | 8 | public class ConversableAgentConfig 9 | { 10 | public IEnumerable? FunctionContracts { get; set; } 11 | 12 | public IEnumerable? ConfigList { get; set; } 13 | 14 | public float? Temperature { get; set; } = 0.7f; 15 | 16 | public int? Timeout { get; set; } 17 | } 18 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen/GlobalUsing.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GlobalUsing.cs 3 | 4 | global using AutoGen.Core; 5 | -------------------------------------------------------------------------------- /dotnet/src/AutoGen/OpenAIConfig.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // OpenAIConfig.cs 3 | 4 | using OpenAI; 5 | using OpenAI.Chat; 6 | 7 | namespace AutoGen; 8 | 9 | public class OpenAIConfig : ILLMConfig 10 | { 11 | public OpenAIConfig(string apiKey, string modelId) 12 | { 13 | this.ApiKey = apiKey; 14 | this.ModelId = modelId; 15 | } 16 | 17 | public string ApiKey { get; } 18 | 19 | public string ModelId { get; } 20 | 21 | internal ChatClient CreateChatClient() 22 | { 23 | var client = new OpenAIClient(this.ApiKey); 24 | 25 | return client.GetChatClient(this.ModelId); 26 | } 27 | } 28 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/AgentChat/Abstractions/ITeam.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ITeam.cs 3 | 4 | using Microsoft.AutoGen.Contracts; 5 | 6 | namespace Microsoft.AutoGen.AgentChat.Abstractions; 7 | 8 | /// 9 | /// A team of agents. 10 | /// 11 | public interface ITeam : ITaskRunner, ISaveState 12 | { 13 | /// 14 | /// Reset the team and all its participants to its initial state. 15 | /// 16 | /// 17 | /// A representing the asynchronous operation. 18 | ValueTask ResetAsync(CancellationToken cancellationToken = default); 19 | } 20 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/AgentChat/Abstractions/Usage.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Usage.cs 3 | 4 | namespace Microsoft.AutoGen.AgentChat.Abstractions; 5 | 6 | public struct RequestUsage 7 | { 8 | public int PromptTokens { get; set; } 9 | public int CompletionTokens { get; set; } 10 | } 11 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/AgentChat/State/BaseState.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // BaseState.cs 3 | 4 | namespace Microsoft.AutoGen.AgentChat.State; 5 | 6 | [AttributeUsage(AttributeTargets.Class, Inherited = true, AllowMultiple = false)] 7 | public sealed class StateSerializableAttribute : Attribute 8 | { 9 | public StateSerializableAttribute() 10 | { 11 | } 12 | } 13 | 14 | [StateSerializable] 15 | public abstract class BaseState 16 | { 17 | public string Type => this.GetType().FullName!; 18 | public string Version { get; set; } = "1.0.0"; // TODO: More rigorous state versioning? 19 | } 20 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/AgentChat/State/TeamState.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // TeamState.cs 3 | 4 | namespace Microsoft.AutoGen.AgentChat.State; 5 | 6 | public sealed class TeamState : BaseState 7 | { 8 | public required string TeamId { get; set; } 9 | public required SerializedState RuntimeState { get; set; } 10 | } 11 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/AgentHost/.dockerignore: -------------------------------------------------------------------------------- 1 | **/.classpath 2 | **/.dockerignore 3 | **/.env 4 | **/.git 5 | **/.gitignore 6 | **/.project 7 | **/.settings 8 | **/.toolstarget 9 | **/.vs 10 | **/.vscode 11 | **/*.*proj.user 12 | **/*.dbmdl 13 | **/*.jfm 14 | **/azds.yaml 15 | **/bin 16 | **/charts 17 | **/docker-compose* 18 | **/Dockerfile* 19 | **/node_modules 20 | **/npm-debug.log 21 | **/obj 22 | **/secrets.dev.yaml 23 | **/values.dev.yaml 24 | LICENSE 25 | README.md 26 | !**/.gitignore 27 | !.git/HEAD 28 | !.git/config 29 | !.git/packed-refs 30 | !.git/refs/heads/** 31 | /python -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/AgentHost/Program.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Program.cs 3 | using Microsoft.Extensions.Hosting; 4 | 5 | var app = await Microsoft.AutoGen.RuntimeGateway.Grpc.Host.StartAsync(local: false, useGrpc: true).ConfigureAwait(false); 6 | await app.WaitForShutdownAsync(); 7 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/AgentHost/Properties/launchSettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "profiles": { 3 | "AgentHost": { 4 | "commandName": "Project", 5 | "dotnetRunMessages": true, 6 | "launchBrowser": true, 7 | "applicationUrl": "https://localhost:53071;http://localhost:50673", 8 | "environmentVariables": { 9 | "ASPNETCORE_ENVIRONMENT": "Development" 10 | } 11 | } 12 | } 13 | } 14 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/AgentHost/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "Logging": { 3 | "LogLevel": { 4 | "Default": "Warning", 5 | "Microsoft.Hosting.Lifetime": "Information", 6 | "Microsoft.AspNetCore": "Information", 7 | "Microsoft": "Information", 8 | "Microsoft.Orleans": "Warning", 9 | "Orleans.Runtime": "Error", 10 | "Grpc": "Information" 11 | } 12 | }, 13 | "AllowedHosts": "*", 14 | "Kestrel": { 15 | "EndpointDefaults": { 16 | "Protocols": "Http2" 17 | } 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/Contracts/Microsoft.AutoGen.Contracts.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | net8.0 5 | enable 6 | enable 7 | 8 | 9 | 10 | 11 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/Core.Grpc/IProtobufMessageSerializer.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // IProtobufMessageSerializer.cs 3 | 4 | namespace Microsoft.AutoGen.Core.Grpc; 5 | 6 | public interface IProtobufMessageSerializer 7 | { 8 | Google.Protobuf.WellKnownTypes.Any Serialize(object input); 9 | object Deserialize(Google.Protobuf.WellKnownTypes.Any input); 10 | } 11 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/Core.Grpc/ITypeNameResolver.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ITypeNameResolver.cs 3 | 4 | namespace Microsoft.AutoGen.Core.Grpc; 5 | 6 | public interface ITypeNameResolver 7 | { 8 | string ResolveTypeName(Type input); 9 | } 10 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/Core/Properties/AssemblyInfo.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // AssemblyInfo.cs 3 | 4 | using System.Runtime.CompilerServices; 5 | 6 | [assembly: InternalsVisibleTo("Microsoft.AutoGen.Core.Tests, PublicKey=0024000004800000940000000602000000240000525341310004000001000100f1d038d0b85ae392ad72011df91e9343b0b5df1bb8080aa21b9424362d696919e0e9ac3a8bca24e283e10f7a569c6f443e1d4e3ebc84377c87ca5caa562e80f9932bf5ea91b7862b538e13b8ba91c7565cf0e8dfeccfea9c805ae3bda044170ecc7fc6f147aeeac422dd96aeb9eb1f5a5882aa650efe2958f2f8107d2038f2ab")] 7 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/Core/TypePrefixSubscriptionAttribute.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // TypePrefixSubscriptionAttribute.cs 3 | 4 | using Microsoft.AutoGen.Contracts; 5 | 6 | namespace Microsoft.AutoGen.Core; 7 | 8 | [AttributeUsage(AttributeTargets.All)] 9 | public class TypePrefixSubscriptionAttribute(string topic) : Attribute, IUnboundSubscriptionDefinition 10 | { 11 | public string Topic { get; } = topic; 12 | 13 | public ISubscriptionDefinition Bind(AgentType agentType) 14 | { 15 | return new TypePrefixSubscription(Topic, agentType); 16 | } 17 | } 18 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/Core/TypeSubscriptionAttribute.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // TypeSubscriptionAttribute.cs 3 | 4 | using Microsoft.AutoGen.Contracts; 5 | 6 | namespace Microsoft.AutoGen.Core; 7 | 8 | [AttributeUsage(AttributeTargets.All)] 9 | public class TypeSubscriptionAttribute(string topic) : Attribute, IUnboundSubscriptionDefinition 10 | { 11 | public string Topic { get; } = topic; 12 | 13 | public ISubscriptionDefinition Bind(AgentType agentType) 14 | { 15 | return new TypeSubscription(Topic, agentType); 16 | } 17 | } 18 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/Extensions/SemanticKernel/Options/QdrantOptions.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // QdrantOptions.cs 3 | 4 | using System.ComponentModel.DataAnnotations; 5 | 6 | namespace Microsoft.AutoGen.Extensions.SemanticKernel; 7 | public class QdrantOptions 8 | { 9 | [Required] 10 | public required string Endpoint { get; set; } 11 | [Required] 12 | public required int VectorSize { get; set; } 13 | public string ApiKey { get; set; } = ""; 14 | } 15 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/RuntimeGateway.Grpc/Abstractions/IRegistryGrain.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // IRegistryGrain.cs 3 | 4 | namespace Microsoft.AutoGen.RuntimeGateway.Grpc.Abstractions; 5 | 6 | /// 7 | /// Orleans specific interface, needed to mark the key 8 | /// 9 | [Alias("Microsoft.AutoGen.RuntimeGateway.Grpc.Abstractions.IRegistryGrain")] 10 | public interface IRegistryGrain : IGatewayRegistry, IGrainWithIntegerKey 11 | { } 12 | -------------------------------------------------------------------------------- /dotnet/src/Microsoft.AutoGen/readme.md: -------------------------------------------------------------------------------- 1 | # Microsoft.AutoGen 2 | 3 | - [Getting started sample](../../samples/getting-started/) 4 | -------------------------------------------------------------------------------- /dotnet/test/.editorconfig: -------------------------------------------------------------------------------- 1 | # Suppressing errors for Test projects under test folder 2 | [*.cs] 3 | dotnet_diagnostic.CA2007.severity = none # Do not directly await a Task 4 | dotnet_diagnostic.VSTHRD111.severity = none # Use .ConfigureAwait(bool) is hidden by default, set to none to prevent IDE from changing on autosave 5 | dotnet_diagnostic.CS1591.severity = none # Missing XML comment for publicly visible type or member 6 | dotnet_diagnostic.CS1998.severity = none # Async method lacks 'await' operators and will run synchronously 7 | dotnet_diagnostic.IDE1006.severity = warning # Naming rule violations -------------------------------------------------------------------------------- /dotnet/test/AutoGen.Anthropic.Tests/images/.gitattributes: -------------------------------------------------------------------------------- 1 | square.png filter=lfs diff=lfs merge=lfs -text 2 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.Anthropic.Tests/images/square.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:8341030e5b93aab2c55dcd40ffa26ced8e42cc15736a8348176ffd155ad2d937 3 | size 8167 4 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.AotCompatibility.Tests/Program.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Program.cs 3 | 4 | Console.WriteLine("Hello, World!"); 5 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.Gemini.Tests/ApprovalTests/FunctionContractExtensionTests.ItGenerateGetWeatherToolTest.approved.txt: -------------------------------------------------------------------------------- 1 | { 2 | "name": "GetWeatherAsync", 3 | "description": "Get weather for a city.", 4 | "parameters": { 5 | "type": "OBJECT", 6 | "properties": { 7 | "city": { 8 | "type": "STRING", 9 | "description": "city", 10 | "title": "city" 11 | } 12 | }, 13 | "required": [ 14 | "city" 15 | ] 16 | } 17 | } -------------------------------------------------------------------------------- /dotnet/test/AutoGen.Ollama.Tests/images/image.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:300b7c9d6ba0c23a3e52fbd2e268141ddcca0434a9fb9dcf7e58e7e903d36dcf 3 | size 2126185 4 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.Ollama.Tests/images/square.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:8323d0b8eceb752e14c29543b2e28bb2fc648ed9719095c31b7708867a4dc918 3 | size 491 4 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.OpenAI.Tests/GlobalUsing.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GlobalUsing.cs 3 | 4 | global using AutoGen.Core; 5 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.OpenAI.V1.Tests/GlobalUsing.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GlobalUsing.cs 3 | 4 | global using AutoGen.Core; 5 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.SemanticKernel.Tests/ApprovalTests/KernelFunctionExtensionTests.ItCreateFunctionContractsFromPrompt.approved.txt: -------------------------------------------------------------------------------- 1 | [ 2 | { 3 | "Name": "sayHello", 4 | "Description": "Generic function, unknown purpose", 5 | "Parameters": [], 6 | "ReturnDescription": "" 7 | } 8 | ] -------------------------------------------------------------------------------- /dotnet/test/AutoGen.SourceGenerator.Tests/ApprovalTests/FunctionExample.Add_Test.approved.txt: -------------------------------------------------------------------------------- 1 | { 2 | "name": "Add", 3 | "description": "Add function", 4 | "parameters": { 5 | "type": "object", 6 | "properties": { 7 | "a": { 8 | "type": "integer", 9 | "description": "a" 10 | }, 11 | "b": { 12 | "type": "integer", 13 | "description": "b" 14 | } 15 | }, 16 | "required": [ 17 | "a", 18 | "b" 19 | ] 20 | } 21 | } -------------------------------------------------------------------------------- /dotnet/test/AutoGen.SourceGenerator.Tests/ApprovalTests/FunctionExample.DictionaryToString_Test.approved.txt: -------------------------------------------------------------------------------- 1 | { 2 | "name": "DictionaryToStringAsync", 3 | "description": "DictionaryToString function", 4 | "parameters": { 5 | "type": "object", 6 | "properties": { 7 | "xargs": { 8 | "type": "object", 9 | "additionalProperties": { 10 | "type": "string" 11 | }, 12 | "description": "an object of key-value pairs. key is string, value is string" 13 | } 14 | }, 15 | "required": [ 16 | "xargs" 17 | ] 18 | } 19 | } -------------------------------------------------------------------------------- /dotnet/test/AutoGen.SourceGenerator.Tests/ApprovalTests/FunctionExample.Query_Test.approved.txt: -------------------------------------------------------------------------------- 1 | { 2 | "name": "Query", 3 | "description": "query function", 4 | "parameters": { 5 | "type": "object", 6 | "properties": { 7 | "query": { 8 | "type": "string", 9 | "description": "query, required" 10 | }, 11 | "k": { 12 | "type": "integer", 13 | "description": "top k, optional, default value is 3" 14 | }, 15 | "thresold": { 16 | "type": "number", 17 | "description": "thresold, optional, default value is 0.5" 18 | } 19 | }, 20 | "required": [ 21 | "query" 22 | ] 23 | } 24 | } -------------------------------------------------------------------------------- /dotnet/test/AutoGen.SourceGenerator.Tests/ApprovalTests/FunctionExample.Sum_Test.approved.txt: -------------------------------------------------------------------------------- 1 | { 2 | "name": "Sum", 3 | "description": "Sum function", 4 | "parameters": { 5 | "type": "object", 6 | "properties": { 7 | "args": { 8 | "type": "array", 9 | "items": { 10 | "type": "number" 11 | }, 12 | "description": "an array of double values" 13 | } 14 | }, 15 | "required": [ 16 | "args" 17 | ] 18 | } 19 | } -------------------------------------------------------------------------------- /dotnet/test/AutoGen.SourceGenerator.Tests/AutoGen.SourceGenerator.Tests.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | $(TestTargetFrameworks) 5 | enable 6 | false 7 | True 8 | True 9 | $(NoWarn);CA1829;CA1826 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.SourceGenerator.Tests/FilescopeNamespaceFunctionExample.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // FilescopeNamespaceFunctionExample.cs 3 | 4 | using AutoGen.Core; 5 | 6 | namespace AutoGen.SourceGenerator.Tests; 7 | public partial class FilescopeNamespaceFunctionExample 8 | { 9 | [Function] 10 | public Task Add(int a, int b) 11 | { 12 | return Task.FromResult($"{a + b}"); 13 | } 14 | } 15 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.SourceGenerator.Tests/TopLevelStatementFunctionExample.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // TopLevelStatementFunctionExample.cs 3 | 4 | using AutoGen.Core; 5 | 6 | public partial class TopLevelStatementFunctionExample 7 | { 8 | [Function] 9 | public Task Add(int a, int b) 10 | { 11 | return Task.FromResult($"{a + b}"); 12 | } 13 | } 14 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.Test.Share/AutoGen.Tests.Share.csproj: -------------------------------------------------------------------------------- 1 |  2 | 3 | 4 | $(TestTargetFrameworks) 5 | enable 6 | false 7 | True 8 | enable 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.Tests/ApprovalTests/square.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:8323d0b8eceb752e14c29543b2e28bb2fc648ed9719095c31b7708867a4dc918 3 | size 491 4 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.Tests/GlobalUsing.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GlobalUsing.cs 3 | 4 | global using AutoGen.Core; 5 | -------------------------------------------------------------------------------- /dotnet/test/AutoGen.Tests/GroupChat/GraphTests.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // GraphTests.cs 3 | 4 | using Xunit; 5 | 6 | namespace AutoGen.Tests; 7 | 8 | [Trait("Category", "UnitV1")] 9 | public class GraphTests 10 | { 11 | [Fact] 12 | public void GraphTest() 13 | { 14 | var graph1 = new Graph(); 15 | Assert.NotNull(graph1); 16 | 17 | var graph2 = new Graph(null); 18 | Assert.NotNull(graph2); 19 | } 20 | } 21 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Core.Grpc.Tests/Properties/launchSettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "profiles": { 3 | "AgentHost": { 4 | "commandName": "Project", 5 | "dotnetRunMessages": true, 6 | "launchBrowser": true, 7 | "applicationUrl": "https://localhost:50670;http://localhost:50673", 8 | "environmentVariables": { 9 | "ASPNETCORE_ENVIRONMENT": "Development" 10 | } 11 | } 12 | } 13 | } 14 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Core.Grpc.Tests/TestBase.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // TestBase.cs 3 | 4 | namespace Microsoft.AutoGen.Core.Grpc.Tests; 5 | 6 | public class TestBase 7 | { 8 | public TestBase() 9 | { 10 | try 11 | { 12 | // For some reason the first call to StartAsync() throws when these tests 13 | // run in parallel, even though the port does not actually collide between 14 | // different instances of GrpcAgentRuntimeFixture. This is a workaround. 15 | _ = new GrpcAgentRuntimeFixture().StartAsync().Result; 16 | } 17 | catch (Exception e) 18 | { 19 | Console.WriteLine(e); 20 | } 21 | } 22 | } 23 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Core.Grpc.Tests/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "Logging": { 3 | "LogLevel": { 4 | "Default": "Warning", 5 | "Microsoft": "Warning", 6 | "Microsoft.Orleans": "Warning", 7 | "Orleans.Runtime": "Debug", 8 | "Grpc": "Information" 9 | } 10 | }, 11 | "AllowedHosts": "*", 12 | "Kestrel": { 13 | "EndpointDefaults": { 14 | "Protocols": "Http2" 15 | } 16 | } 17 | } 18 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Core.Grpc.Tests/messages.proto: -------------------------------------------------------------------------------- 1 | syntax = "proto3"; 2 | 3 | option csharp_namespace = "Microsoft.AutoGen.Core.Grpc.Tests.Protobuf"; 4 | 5 | message TextMessage { 6 | string content = 1; 7 | string source = 2; 8 | } 9 | 10 | message RpcTextMessage { 11 | string content = 1; 12 | string source = 2; 13 | } -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Core.Tests/AgentMetaDataTests.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // AgentMetaDataTests.cs 3 | using FluentAssertions; 4 | using Microsoft.AutoGen.Contracts; 5 | using Xunit; 6 | 7 | namespace Microsoft.AutoGen.Core.Tests; 8 | 9 | [Trait("Category", "UnitV2")] 10 | public class AgentMetadataTests() 11 | { 12 | [Fact] 13 | public void AgentMetadataShouldInitializeCorrectlyTest() 14 | { 15 | var metadata = new AgentMetadata("TestType", "TestKey", "TestDescription"); 16 | 17 | metadata.Type.Should().Be("TestType"); 18 | metadata.Key.Should().Be("TestKey"); 19 | metadata.Description.Should().Be("TestDescription"); 20 | } 21 | } 22 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Core.Tests/InProcessRuntimeExtensions.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // InProcessRuntimeExtensions.cs 3 | namespace Microsoft.AutoGen.Core.Tests; 4 | 5 | public static class InProcessRuntimeExtensions 6 | { 7 | public static async ValueTask RunUntilIdleAndRestartAsync(this InProcessRuntime this_) 8 | { 9 | await this_.RunUntilIdleAsync(); 10 | await this_.StartAsync(); 11 | } 12 | } 13 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Core.Tests/TestMessages.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // TestMessages.cs 3 | 4 | namespace Microsoft.AutoGen.Core.Tests; 5 | 6 | public class TextMessage 7 | { 8 | public string Source { get; set; } = ""; 9 | public string Content { get; set; } = ""; 10 | } 11 | 12 | public class RpcTextMessage 13 | { 14 | public string Source { get; set; } = ""; 15 | public string Content { get; set; } = ""; 16 | } 17 | 18 | public sealed class BasicMessage 19 | { 20 | public string Content { get; set; } = string.Empty; 21 | } 22 | 23 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Integration.Tests.AppHosts/HelloAgentTests/Properties/launchSettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "profiles": { 3 | "HelloAgent": { 4 | "commandName": "Project", 5 | "launchBrowser": true, 6 | "environmentVariables": { 7 | "ASPNETCORE_ENVIRONMENT": "Development" 8 | }, 9 | "applicationUrl": "https://localhost:53113;http://localhost:53114" 10 | } 11 | } 12 | } 13 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Integration.Tests.AppHosts/HelloAgentTests/appsettings.json: -------------------------------------------------------------------------------- 1 | { 2 | "Logging": { 3 | "LogLevel": { 4 | "Default": "Warning", 5 | "Microsoft.Hosting.Lifetime": "Information", 6 | "Microsoft.AspNetCore": "Information", 7 | "Microsoft": "Information", 8 | "Microsoft.Orleans": "Warning", 9 | "Orleans.Runtime": "Error", 10 | "Grpc": "Information" 11 | } 12 | }, 13 | "AllowedHosts": "*", 14 | "Kestrel": { 15 | "EndpointDefaults": { 16 | "Protocols": "Http2" 17 | } 18 | } 19 | } -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Integration.Tests.AppHosts/InMemoryTests.AppHost/InMemoryTests.AppHost.csproj: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | Exe 7 | net8.0 8 | enable 9 | enable 10 | true 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Integration.Tests.AppHosts/InMemoryTests.AppHost/Program.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // Program.cs 3 | 4 | using Microsoft.Extensions.Hosting; 5 | 6 | var appHost = DistributedApplication.CreateBuilder(); 7 | appHost.AddProject("HelloAgentsDotNetInMemoryRuntime"); 8 | var app = appHost.Build(); 9 | await app.StartAsync(); 10 | await app.WaitForShutdownAsync(); 11 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Integration.Tests.AppHosts/core_xlang_hello_python_agent/protos/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | The :mod:`autogen_core.worker.protos` module provides Google Protobuf classes for agent-worker communication 3 | """ 4 | 5 | import os 6 | import sys 7 | 8 | sys.path.insert(0, os.path.abspath(os.path.dirname(__file__))) 9 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.Integration.Tests.AppHosts/core_xlang_hello_python_agent/protos/agent_events_pb2_grpc.pyi: -------------------------------------------------------------------------------- 1 | """ 2 | @generated by mypy-protobuf. Do not edit manually! 3 | isort:skip_file 4 | """ 5 | 6 | import abc 7 | import collections.abc 8 | import grpc 9 | import grpc.aio 10 | import typing 11 | 12 | _T = typing.TypeVar("_T") 13 | 14 | class _MaybeAsyncIterator(collections.abc.AsyncIterator[_T], collections.abc.Iterator[_T], metaclass=abc.ABCMeta): ... 15 | 16 | class _ServicerContext(grpc.ServicerContext, grpc.aio.ServicerContext): # type: ignore[misc, type-arg] 17 | ... 18 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.RuntimeGateway.Grpc.Tests/Helpers/Orleans/ClusterCollection.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ClusterCollection.cs 3 | 4 | namespace Microsoft.AutoGen.RuntimeGateway.Grpc.Tests.Helpers.Orleans; 5 | 6 | [CollectionDefinition(Name)] 7 | public sealed class ClusterCollection : ICollectionFixture 8 | { 9 | public const string Name = nameof(ClusterCollection); 10 | } 11 | -------------------------------------------------------------------------------- /dotnet/test/Microsoft.AutoGen.RuntimeGateway.Grpc.Tests/Helpers/Orleans/ClusterFixture.cs: -------------------------------------------------------------------------------- 1 | // Copyright (c) Microsoft Corporation. All rights reserved. 2 | // ClusterFixture.cs 3 | 4 | using Orleans.TestingHost; 5 | 6 | namespace Microsoft.AutoGen.RuntimeGateway.Grpc.Tests.Helpers.Orleans; 7 | 8 | public sealed class ClusterFixture : IDisposable 9 | { 10 | public ClusterFixture() 11 | { 12 | var builder = new TestClusterBuilder(); 13 | builder.AddSiloBuilderConfigurator(); 14 | Cluster = builder.Build(); 15 | Cluster.Deploy(); 16 | } 17 | public TestCluster Cluster { get; } 18 | 19 | void IDisposable.Dispose() => Cluster.StopAllSilos(); 20 | } 21 | -------------------------------------------------------------------------------- /dotnet/website/.gitignore: -------------------------------------------------------------------------------- 1 | ############### 2 | # folder # 3 | ############### 4 | /**/DROP/ 5 | /**/TEMP/ 6 | /**/packages/ 7 | /**/bin/ 8 | /**/obj/ 9 | 10 | # build artifacts for web 11 | _site/ 12 | api/ 13 | -------------------------------------------------------------------------------- /dotnet/website/README.md: -------------------------------------------------------------------------------- 1 | ## How to build and run the website 2 | 3 | ### Prerequisites 4 | - dotnet 7.0 or later 5 | 6 | ### Build 7 | Firstly, go to autogen/dotnet folder and run the following command to build the website: 8 | ```bash 9 | dotnet tool restore 10 | dotnet tool run docfx website/docfx.json --serve 11 | ``` 12 | 13 | After the command is executed, you can open your browser and navigate to `http://localhost:8080` to view the website. -------------------------------------------------------------------------------- /dotnet/website/articles/AutoGen.Gemini/Overview.md: -------------------------------------------------------------------------------- 1 | # AutoGen.Gemini Overview 2 | 3 | AutoGen.Gemini is a package that provides seamless integration with Google Gemini. It provides the following agent: 4 | 5 | - @AutoGen.Gemini.GeminiChatAgent: The agent that connects to Google Gemini or Vertex AI Gemini. It supports chat, multi-modal chat, and function call. 6 | 7 | AutoGen.Gemini also provides the following middleware: 8 | - @AutoGen.Gemini.GeminiMessageConnector: The middleware that converts the Gemini message to AutoGen built-in message type. 9 | 10 | ## Examples 11 | 12 | You can find more examples under the [gemini sample project](https://github.com/microsoft/autogen/tree/main/dotnet/samples/AutoGen.Gemini.Sample) -------------------------------------------------------------------------------- /dotnet/website/articles/Create-an-agent.md: -------------------------------------------------------------------------------- 1 | ## AssistantAgent 2 | 3 | [`AssistantAgent`](../api/AutoGen.AssistantAgent.yml) is a built-in agent in `AutoGen` that acts as an AI assistant. It uses LLM to generate response to user input. It also supports function call if the underlying LLM model supports it (e.g. `gpt-3.5-turbo-0613`). 4 | 5 | ## Create an `AssistantAgent` using OpenAI model. 6 | 7 | [!code-csharp[](../../samples/AgentChat/Autogen.Basic.Sample/CodeSnippet/CreateAnAgent.cs?name=code_snippet_1)] 8 | 9 | ## Create an `AssistantAgent` using Azure OpenAI model. 10 | 11 | [!code-csharp[](../../samples/AgentChat/Autogen.Basic.Sample/CodeSnippet/CreateAnAgent.cs?name=code_snippet_2)] 12 | -------------------------------------------------------------------------------- /dotnet/website/articles/Create-your-own-agent.md: -------------------------------------------------------------------------------- 1 | ## Coming soon -------------------------------------------------------------------------------- /dotnet/website/articles/Create-your-own-middleware.md: -------------------------------------------------------------------------------- 1 | ## Coming soon -------------------------------------------------------------------------------- /dotnet/website/articles/Function-call-middleware.md: -------------------------------------------------------------------------------- 1 | # Coming soon -------------------------------------------------------------------------------- /dotnet/website/filterConfig.yml: -------------------------------------------------------------------------------- 1 | apiRules: 2 | - exclude: 3 | uidRegex: ^AutoGen.SourceGenerator -------------------------------------------------------------------------------- /dotnet/website/images/ag.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/dotnet/website/images/ag.ico -------------------------------------------------------------------------------- /dotnet/website/images/articles/ConnectTo3PartyOpenAI/output.gif: 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size 51944 4 | -------------------------------------------------------------------------------- /dotnet/website/images/articles/UseAutoGenAsModelinAGStudio/Step6.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:f016faea51f64af3970fde41ac95249c4e0423b02573f058c36dc1e6ba15562d 3 | size 50669 4 | -------------------------------------------------------------------------------- /dotnet/website/images/articles/UseAutoGenAsModelinAGStudio/Step6b.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:4a23cbbf5d3d24eaf1da9370e0914f186815f2ecbf46131d2fd6eb5ff3264d96 3 | size 22569 4 | -------------------------------------------------------------------------------- /dotnet/website/images/articles/UseAutoGenAsModelinAGStudio/Terminal.png: 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-------------------------------------------------------------------------------- 1 | # Release Notes for AutoGen.Net v0.2.1 🚀 2 | 3 | ## New Features 🌟 4 | - **Support for OpenAi o1-preview** : Added support for OpenAI o1-preview model ([#3522](https://github.com/microsoft/autogen/issues/3522)) 5 | 6 | ## Example 📚 7 | - **OpenAI o1-preview**: [Connect_To_OpenAI_o1_preview](https://github.com/microsoft/autogen/blob/main/dotnet/samples/AutoGen.OpenAI.Sample/Connect_To_OpenAI_o1_preview.cs) -------------------------------------------------------------------------------- /dotnet/website/release_note/0.2.2.md: -------------------------------------------------------------------------------- 1 | # Release Notes for AutoGen.Net v0.2.2 🚀 2 | 3 | ## Improvements 🌟 4 | - **Update OpenAI and Semantick Kernel to the latest version** : Updated OpenAI and Semantick Kernel to the latest version ([#3792](https://github.com/microsoft/autogen/pull/3792) -------------------------------------------------------------------------------- /dotnet/website/release_note/toc.yml: -------------------------------------------------------------------------------- 1 | - name: 0.2.2 2 | href: 0.2.2.md 3 | 4 | - name: 0.2.1 5 | href: 0.2.1.md 6 | 7 | - name: 0.2.0 8 | href: 0.2.0.md 9 | 10 | - name: 0.1.0 11 | href: 0.1.0.md 12 | 13 | - name: 0.0.17 14 | href: 0.0.17.md 15 | 16 | - name: 0.0.16 17 | href: 0.0.16.md 18 | 19 | - name: 0.0.0 - 0.0.15 20 | href: update.md 21 | -------------------------------------------------------------------------------- /dotnet/website/template/public/main.js: -------------------------------------------------------------------------------- 1 | export default { 2 | iconLinks: [ 3 | { 4 | icon: 'github', 5 | href: 'https://github.com/microsoft/autogen', 6 | title: 'GitHub' 7 | } 8 | ] 9 | } -------------------------------------------------------------------------------- /dotnet/website/toc.yml: -------------------------------------------------------------------------------- 1 | - name: Docs 2 | href: articles/ 3 | 4 | - name: Tutorial 5 | href: tutorial/ 6 | 7 | - name: API Reference 8 | href: api/ 9 | 10 | - name: Release Notes 11 | href: release_note/ 12 | 13 | - name: Comparison between Python AutoGen and AutoGen.Net 14 | href: articles/function-comparison-page-between-python-AutoGen-and-autogen.net.md 15 | 16 | - name: Other Languages 17 | dropdown: true 18 | items: 19 | - name: Python 20 | href: https://microsoft.github.io/autogen/ 21 | -------------------------------------------------------------------------------- /dotnet/website/tutorial/toc.yml: -------------------------------------------------------------------------------- 1 | - name: Chat with an agent 2 | href: Chat-with-an-agent.md 3 | 4 | - name: Image chat with agent 5 | href: Image-chat-with-agent.md 6 | 7 | - name: Create agent with tools 8 | href: Create-agent-with-tools.md 9 | 10 | - name: Use AutoGen.Net agent as model in AG Studio 11 | href: Use-AutoGen.Net-agent-as-model-in-AG-Studio.md -------------------------------------------------------------------------------- /python/packages/agbench/.gitignore: -------------------------------------------------------------------------------- 1 | scenarios/*/Downloads 2 | scenarios/*/Tasks 3 | */Results -------------------------------------------------------------------------------- /python/packages/agbench/MANIFEST.in: -------------------------------------------------------------------------------- 1 | recursive-exclude scenarios * 2 | recursive-exclude results * 3 | recursive-exclude tests * 4 | recursive-exclude utils * 5 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/.gitignore: -------------------------------------------------------------------------------- 1 | */Results/ 2 | */Tasks/ 3 | */Downloads/ 4 | */ENV.json -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/GAIA/.gitignore: -------------------------------------------------------------------------------- 1 | data 2 | gaia_validation_TeamOne 3 | *_results.csv 4 | results.csv 5 | ENV.json -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/GAIA/Templates/MagenticOne/expected_answer.txt: -------------------------------------------------------------------------------- 1 | __EXPECTED_ANSWER__ 2 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/GAIA/Templates/MagenticOne/prompt.txt: -------------------------------------------------------------------------------- 1 | __PROMPT__ 2 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/GAIA/Templates/MagenticOne/requirements.txt: -------------------------------------------------------------------------------- 1 | tiktoken 2 | pyyaml 3 | /autogen_python/packages/autogen-core 4 | /autogen_python/packages/autogen-ext[openai,magentic-one] 5 | /autogen_python/packages/autogen-agentchat 6 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/GAIA/Templates/ParallelAgents/expected_answer.txt: -------------------------------------------------------------------------------- 1 | __EXPECTED_ANSWER__ 2 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/GAIA/Templates/ParallelAgents/prompt.txt: -------------------------------------------------------------------------------- 1 | __PROMPT__ 2 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/GAIA/Templates/ParallelAgents/requirements.txt: -------------------------------------------------------------------------------- 1 | tiktoken 2 | pyyaml 3 | /autogen_python/packages/autogen-core 4 | /autogen_python/packages/autogen-ext[openai,magentic-one] 5 | /autogen_python/packages/autogen-agentchat 6 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/GAIA/Templates/SelectorGroupChat/expected_answer.txt: -------------------------------------------------------------------------------- 1 | __EXPECTED_ANSWER__ 2 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/GAIA/Templates/SelectorGroupChat/prompt.txt: -------------------------------------------------------------------------------- 1 | __PROMPT__ 2 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/GAIA/Templates/SelectorGroupChat/requirements.txt: -------------------------------------------------------------------------------- 1 | tiktoken 2 | pyyaml 3 | /autogen_python/packages/autogen-core 4 | /autogen_python/packages/autogen-ext[openai,magentic-one] 5 | /autogen_python/packages/autogen-agentchat 6 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/HumanEval/Scripts/custom_tabulate.py: -------------------------------------------------------------------------------- 1 | import os 2 | import sys 3 | 4 | from agbench.tabulate_cmd import default_tabulate 5 | 6 | 7 | def main(args): 8 | default_tabulate(args) 9 | 10 | 11 | if __name__ == "__main__" and __package__ is None: 12 | main(sys.argv) 13 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/HumanEval/Templates/AgentChat/prompt.txt: -------------------------------------------------------------------------------- 1 | __PROMPT__ 2 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/HumanEval/Templates/AgentChat/requirements.txt: -------------------------------------------------------------------------------- 1 | pyyaml 2 | /autogen_python/packages/autogen-core 3 | /autogen_python/packages/autogen-ext[openai] 4 | /autogen_python/packages/autogen-agentchat 5 | -------------------------------------------------------------------------------- /python/packages/agbench/benchmarks/HumanEval/Templates/AgentChat/test.txt: -------------------------------------------------------------------------------- 1 | __TEST__ 2 | -------------------------------------------------------------------------------- /python/packages/agbench/setup.py: -------------------------------------------------------------------------------- 1 | from setuptools import setup 2 | 3 | setup() 4 | -------------------------------------------------------------------------------- /python/packages/agbench/src/agbench/__init__.py: -------------------------------------------------------------------------------- 1 | from .version import __version__ 2 | -------------------------------------------------------------------------------- /python/packages/agbench/src/agbench/__main__.py: -------------------------------------------------------------------------------- 1 | from .cli import main 2 | 3 | if __name__ == "__main__": 4 | main() 5 | -------------------------------------------------------------------------------- /python/packages/agbench/src/agbench/linter/__init__.py: -------------------------------------------------------------------------------- 1 | # __init__.py 2 | from ._base import BaseQualitativeCoder, Code, CodedDocument, Document 3 | 4 | __all__ = ["Code", "Document", "CodedDocument", "BaseQualitativeCoder"] 5 | -------------------------------------------------------------------------------- /python/packages/agbench/src/agbench/linter/coders/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/agbench/src/agbench/linter/coders/__init__.py -------------------------------------------------------------------------------- /python/packages/agbench/src/agbench/load_module.py: -------------------------------------------------------------------------------- 1 | import importlib.util 2 | import os 3 | import sys 4 | from types import ModuleType 5 | 6 | 7 | def load_module(module_path: str) -> ModuleType: 8 | module_name = os.path.basename(module_path).replace(".py", "") 9 | spec = importlib.util.spec_from_file_location(module_name, module_path) 10 | if spec is None: 11 | raise ValueError(f"Could not load module from path: {module_path}") 12 | module = importlib.util.module_from_spec(spec) 13 | sys.modules[module_name] = module 14 | assert spec.loader is not None 15 | spec.loader.exec_module(module) 16 | return module 17 | -------------------------------------------------------------------------------- /python/packages/agbench/src/agbench/template/global_finalize.sh: -------------------------------------------------------------------------------- 1 | # Global finalize. 2 | -------------------------------------------------------------------------------- /python/packages/agbench/src/agbench/template/global_init.sh: -------------------------------------------------------------------------------- 1 | echo AUTOGEN_TESTBED_SETTING: [$AUTOGEN_TESTBED_SETTING] 2 | -------------------------------------------------------------------------------- /python/packages/agbench/src/agbench/template/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/agbench/src/agbench/template/requirements.txt -------------------------------------------------------------------------------- /python/packages/agbench/src/agbench/version.py: -------------------------------------------------------------------------------- 1 | __version__ = "0.0.1a1" 2 | -------------------------------------------------------------------------------- /python/packages/autogen-agentchat/src/autogen_agentchat/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | This module provides the main entry point for the autogen_agentchat package. 3 | It includes logger names for trace and event logs, and retrieves the package version. 4 | """ 5 | 6 | import importlib.metadata 7 | 8 | TRACE_LOGGER_NAME = "autogen_agentchat" 9 | """Logger name for trace logs.""" 10 | 11 | EVENT_LOGGER_NAME = "autogen_agentchat.events" 12 | """Logger name for event logs.""" 13 | 14 | __version__ = importlib.metadata.version("autogen_agentchat") 15 | -------------------------------------------------------------------------------- /python/packages/autogen-agentchat/src/autogen_agentchat/base/__init__.py: -------------------------------------------------------------------------------- 1 | from ._chat_agent import ChatAgent, Response 2 | from ._handoff import Handoff 3 | from ._task import TaskResult, TaskRunner 4 | from ._team import Team 5 | from ._termination import AndTerminationCondition, OrTerminationCondition, TerminatedException, TerminationCondition 6 | 7 | __all__ = [ 8 | "ChatAgent", 9 | "Response", 10 | "Team", 11 | "TerminatedException", 12 | "TerminationCondition", 13 | "AndTerminationCondition", 14 | "OrTerminationCondition", 15 | "TaskResult", 16 | "TaskRunner", 17 | "Handoff", 18 | ] 19 | -------------------------------------------------------------------------------- /python/packages/autogen-agentchat/src/autogen_agentchat/py.typed: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-agentchat/src/autogen_agentchat/py.typed -------------------------------------------------------------------------------- /python/packages/autogen-agentchat/src/autogen_agentchat/teams/_group_chat/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-agentchat/src/autogen_agentchat/teams/_group_chat/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-agentchat/src/autogen_agentchat/teams/_group_chat/_graph/__init__.py: -------------------------------------------------------------------------------- 1 | from ._digraph_group_chat import ( 2 | DiGraph, 3 | DiGraphEdge, 4 | DiGraphNode, 5 | GraphFlow, 6 | GraphFlowManager, 7 | ) 8 | from ._graph_builder import DiGraphBuilder 9 | 10 | __all__ = [ 11 | "GraphFlow", 12 | "DiGraph", 13 | "GraphFlowManager", 14 | "DiGraphNode", 15 | "DiGraphEdge", 16 | "DiGraphBuilder", 17 | ] 18 | -------------------------------------------------------------------------------- /python/packages/autogen-agentchat/src/autogen_agentchat/teams/_group_chat/_magentic_one/__init__.py: -------------------------------------------------------------------------------- 1 | from ._magentic_one_group_chat import MagenticOneGroupChat 2 | 3 | __all__ = [ 4 | "MagenticOneGroupChat", 5 | ] 6 | -------------------------------------------------------------------------------- /python/packages/autogen-agentchat/src/autogen_agentchat/tools/__init__.py: -------------------------------------------------------------------------------- 1 | from ._agent import AgentTool 2 | from ._team import TeamTool 3 | 4 | __all__ = ["AgentTool", "TeamTool"] 5 | -------------------------------------------------------------------------------- /python/packages/autogen-agentchat/src/autogen_agentchat/ui/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | This module implements utility classes for formatting/printing agent messages. 3 | """ 4 | 5 | from ._console import Console, UserInputManager 6 | 7 | __all__ = ["Console", "UserInputManager"] 8 | -------------------------------------------------------------------------------- /python/packages/autogen-agentchat/src/autogen_agentchat/utils/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | This module implements various utilities common to AgentChat agents and teams. 3 | """ 4 | 5 | from ._utils import content_to_str, remove_images 6 | 7 | __all__ = ["content_to_str", "remove_images"] 8 | -------------------------------------------------------------------------------- /python/packages/autogen-core/README.md: -------------------------------------------------------------------------------- 1 | # AutoGen Core 2 | 3 | - [Documentation](https://microsoft.github.io/autogen/stable/user-guide/core-user-guide/index.html) 4 | 5 | AutoGen core offers an easy way to quickly build event-driven, distributed, scalable, resilient AI agent systems. Agents are developed by using the [Actor model](https://en.wikipedia.org/wiki/Actor_model). You can build and run your agent system locally and easily move to a distributed system in the cloud when you are ready. 6 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/_apidoc_templates/module.rst.jinja: -------------------------------------------------------------------------------- 1 | {%- if show_headings %} 2 | {{- basename | e | heading }} 3 | 4 | {% endif -%} 5 | .. automodule:: {{ qualname }} 6 | {%- for option in automodule_options %} 7 | :{{ option }}: 8 | {%- endfor %} 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/_static/banner-override.js: -------------------------------------------------------------------------------- 1 | var version = DOCUMENTATION_OPTIONS.VERSION; 2 | if (version === "stable") { 3 | var styles = ` 4 | #bd-header-version-warning { 5 | display: none; 6 | } 7 | ` 8 | var styleSheet = document.createElement("style") 9 | styleSheet.textContent = styles 10 | document.head.appendChild(styleSheet) 11 | } -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/_static/images/logo/favicon-16x16.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:b4a649cf9cca62edf0f4f6e4acf76981fb9b27399b4d598b22b189c92424f4ea 3 | size 434 4 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/_static/images/logo/favicon-32x32.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:a272fc4c4a508fd936c130a727728da6c773de710a5ae600d06fac06329e0f6d 3 | size 998 4 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/_static/images/logo/favicon-512x512.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:c1f90048923bdaa4e2eeb6ab70f3cc059dc706d43e7208f336102702fc231b81 3 | size 45618 4 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/_static/images/logo/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-core/docs/src/_static/images/logo/favicon.ico -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/_static/switcher.json: -------------------------------------------------------------------------------- 1 | [ 2 | { 3 | "name": "v0.2 (stable)", 4 | "version": "0.2", 5 | "url": "https://microsoft.github.io/autogen/0.2/" 6 | }, 7 | { 8 | "version": "dev", 9 | "url": "https://microsoft.github.io/autogen/dev/" 10 | } 11 | ] 12 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/_templates/edit-this-page.html: -------------------------------------------------------------------------------- 1 | {% if sourcename is defined and theme_use_edit_page_button and page_source_suffix %} 2 | {% set src = sourcename.split('.') %} 3 |
4 | 5 | 6 | {% set provider = get_edit_provider_and_url()[0] %} 7 | {% block edit_this_page_text %} 8 | {% if provider %} 9 | {% trans provider=provider %}Edit on {{ provider }}{% endtrans %} 10 | {% else %} 11 | {% trans %}Edit{% endtrans %} 12 | {% endif %} 13 | {% endblock %} 14 | 15 |
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/python/packages/autogen-core/docs/src/reference/python/autogen_agentchat.agents.rst: -------------------------------------------------------------------------------- 1 | autogen\_agentchat.agents 2 | ========================= 3 | 4 | 5 | .. automodule:: autogen_agentchat.agents 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_agentchat.base.rst: -------------------------------------------------------------------------------- 1 | autogen\_agentchat.base 2 | ======================= 3 | 4 | 5 | .. automodule:: autogen_agentchat.base 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_agentchat.conditions.rst: -------------------------------------------------------------------------------- 1 | autogen\_agentchat.conditions 2 | ============================= 3 | 4 | 5 | .. automodule:: autogen_agentchat.conditions 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_agentchat.messages.rst: -------------------------------------------------------------------------------- 1 | autogen\_agentchat.messages 2 | =========================== 3 | 4 | .. automodule:: autogen_agentchat.messages 5 | :members: 6 | :undoc-members: 7 | :show-inheritance: -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_agentchat.rst: -------------------------------------------------------------------------------- 1 | autogen\_agentchat 2 | ================== 3 | 4 | .. automodule:: autogen_agentchat 5 | :members: 6 | :undoc-members: 7 | :show-inheritance: 8 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_agentchat.state.rst: -------------------------------------------------------------------------------- 1 | autogen\_agentchat.state 2 | ======================== 3 | 4 | 5 | .. automodule:: autogen_agentchat.state 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_agentchat.teams.rst: -------------------------------------------------------------------------------- 1 | autogen\_agentchat.teams 2 | ======================== 3 | 4 | 5 | .. automodule:: autogen_agentchat.teams 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_agentchat.tools.rst: -------------------------------------------------------------------------------- 1 | autogen\_agentchat.tools 2 | ======================== 3 | 4 | 5 | .. automodule:: autogen_agentchat.tools 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_agentchat.ui.rst: -------------------------------------------------------------------------------- 1 | autogen\_agentchat.ui 2 | ===================== 3 | 4 | 5 | .. automodule:: autogen_agentchat.ui 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_core.code_executor.rst: -------------------------------------------------------------------------------- 1 | autogen\_core.code_executor 2 | =========================== 3 | 4 | .. automodule:: autogen_core.code_executor 5 | :members: 6 | :undoc-members: 7 | :show-inheritance: -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_core.exceptions.rst: -------------------------------------------------------------------------------- 1 | autogen\_core.exceptions 2 | ======================== 3 | 4 | .. automodule:: autogen_core.exceptions 5 | :members: 6 | :undoc-members: 7 | :show-inheritance: -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_core.logging.rst: -------------------------------------------------------------------------------- 1 | autogen\_core.logging 2 | ===================== 3 | 4 | .. automodule:: autogen_core.logging 5 | :members: 6 | :undoc-members: 7 | :show-inheritance: 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/python/packages/autogen-core/docs/src/reference/python/autogen_core.models.rst: -------------------------------------------------------------------------------- 1 | autogen\_core.models 2 | =============================== 3 | 4 | 5 | .. automodule:: autogen_core.models 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_core.rst: -------------------------------------------------------------------------------- 1 | autogen\_core 2 | ============= 3 | 4 | .. automodule:: autogen_core 5 | :members: 6 | :undoc-members: 7 | :show-inheritance: 8 | :member-order: bysource 9 | 10 | .. For some reason the following isn't picked up by automodule above 11 | .. autoclass:: autogen_core.ComponentType -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_core.tool_agent.rst: -------------------------------------------------------------------------------- 1 | autogen\_core.tool\_agent 2 | ==================================== 3 | 4 | 5 | .. automodule:: autogen_core.tool_agent 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_core.tools.rst: -------------------------------------------------------------------------------- 1 | autogen\_core.tools 2 | =================== 3 | 4 | 5 | .. automodule:: autogen_core.tools 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | 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/python/packages/autogen-core/docs/src/reference/python/autogen_ext.agents.magentic_one.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.agents.magentic\_one 2 | ================================= 3 | 4 | 5 | .. automodule:: autogen_ext.agents.magentic_one 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.agents.openai.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.agents.openai 2 | ================================ 3 | 4 | 5 | .. automodule:: autogen_ext.agents.openai 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.agents.video_surfer.rst: 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autogen\_ext.agents.web\_surfer 2 | =============================== 3 | 4 | 5 | .. automodule:: autogen_ext.agents.web_surfer 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.auth.azure.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.auth.azure 2 | ======================= 3 | 4 | 5 | .. automodule:: autogen_ext.auth.azure 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.cache_store.diskcache.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.cache_store.diskcache 2 | ================================== 3 | 4 | 5 | .. automodule:: autogen_ext.cache_store.diskcache 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.cache_store.redis.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.cache_store.redis 2 | ============================== 3 | 4 | 5 | .. automodule:: autogen_ext.cache_store.redis 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.code_executors.azure.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.code\_executors.azure 2 | ================================== 3 | 4 | 5 | .. automodule:: autogen_ext.code_executors.azure 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | 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autogen\_ext.models.openai 2 | ========================== 3 | 4 | 5 | .. automodule:: autogen_ext.models.openai 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | :member-order: bysource 10 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.models.replay.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.models.replay 2 | ========================== 3 | 4 | 5 | .. automodule:: autogen_ext.models.replay 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.models.semantic_kernel.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.models.semantic_kernel 2 | ==================================== 3 | 4 | 5 | .. automodule:: autogen_ext.models.semantic_kernel 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.runtimes.grpc.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.runtimes.grpc 2 | ========================== 3 | 4 | .. automodule:: autogen_ext.runtimes.grpc 5 | :members: 6 | :undoc-members: 7 | :show-inheritance: 8 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.teams.magentic_one.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.teams.magentic\_one 2 | ================================= 3 | 4 | 5 | .. automodule:: autogen_ext.teams.magentic_one 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | 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/python/packages/autogen-core/docs/src/reference/python/autogen_ext.tools.graphrag.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.tools.graphrag 2 | =========================== 3 | 4 | 5 | .. automodule:: autogen_ext.tools.graphrag 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.tools.http.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.tools.http 2 | ======================= 3 | 4 | 5 | .. automodule:: autogen_ext.tools.http 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.tools.langchain.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.tools.langchain 2 | ============================ 3 | 4 | 5 | .. automodule:: autogen_ext.tools.langchain 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.tools.mcp.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.tools.mcp 2 | ====================== 3 | 4 | 5 | .. automodule:: autogen_ext.tools.mcp 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/reference/python/autogen_ext.tools.semantic_kernel.rst: -------------------------------------------------------------------------------- 1 | autogen\_ext.tools.semantic_kernel 2 | =================================== 3 | 4 | 5 | .. automodule:: autogen_ext.tools.semantic_kernel 6 | :members: 7 | :undoc-members: 8 | :show-inheritance: 9 | 10 | 11 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/jaeger.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:d0e3f50140f8bef32e2f626792490b2c1c4728e5ec10130241cf3f49ada44a20 3 | size 167573 4 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/tutorial/.gitignore: -------------------------------------------------------------------------------- 1 | coding -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/user-guide/autogenstudio-user-guide/jsoneditor.jpg: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:afa594c040c6f8e342bb4ebd4a140e4e8cdd7291f01025f467c44d75acc52dad 3 | size 758268 4 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/user-guide/autogenstudio-user-guide/teambuilder.jpg: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:2d3c49bf0e8931375ab20cb1bf8eb5d8682c1a12b9609b8c0b993d1ae76f70ec 3 | size 734326 4 | -------------------------------------------------------------------------------- /python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/index.md: -------------------------------------------------------------------------------- 1 | # Cookbook 2 | 3 | This section contains a collection of recipes that demonstrate how to use the Core API features. 4 | 5 | ## List of recipes 6 | 7 | ```{toctree} 8 | :maxdepth: 1 9 | 10 | azure-openai-with-aad-auth 11 | termination-with-intervention 12 | tool-use-with-intervention 13 | extracting-results-with-an-agent 14 | openai-assistant-agent 15 | langgraph-agent 16 | llamaindex-agent 17 | local-llms-ollama-litellm 18 | instrumenting 19 | topic-subscription-scenarios 20 | structured-output-agent 21 | llm-usage-logger 22 | ``` 23 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/_agent_metadata.py: -------------------------------------------------------------------------------- 1 | from typing import TypedDict 2 | 3 | 4 | class AgentMetadata(TypedDict): 5 | type: str 6 | key: str 7 | description: str 8 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/_agent_type.py: -------------------------------------------------------------------------------- 1 | from dataclasses import dataclass 2 | 3 | 4 | @dataclass(eq=True, frozen=True) 5 | class AgentType: 6 | type: str 7 | """String representation of this agent type.""" 8 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/_constants.py: -------------------------------------------------------------------------------- 1 | ROOT_LOGGER_NAME = "autogen_core" 2 | """str: Logger name used for root logger""" 3 | 4 | EVENT_LOGGER_NAME = "autogen_core.events" 5 | """str: Logger name used for structured event logging""" 6 | 7 | 8 | TRACE_LOGGER_NAME = "autogen_core.trace" 9 | """str: Logger name used for developer intended trace logging. The content and format of this log should not be depended upon.""" 10 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/_message_context.py: -------------------------------------------------------------------------------- 1 | from dataclasses import dataclass 2 | 3 | from ._agent_id import AgentId 4 | from ._cancellation_token import CancellationToken 5 | from ._topic import TopicId 6 | 7 | 8 | @dataclass 9 | class MessageContext: 10 | sender: AgentId | None 11 | topic_id: TopicId | None 12 | is_rpc: bool 13 | cancellation_token: CancellationToken 14 | message_id: str 15 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/_telemetry/_constants.py: -------------------------------------------------------------------------------- 1 | NAMESPACE = "autogen" 2 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/_types.py: -------------------------------------------------------------------------------- 1 | from __future__ import annotations 2 | 3 | from dataclasses import dataclass 4 | 5 | 6 | @dataclass 7 | class FunctionCall: 8 | id: str 9 | # JSON args 10 | arguments: str 11 | # Function to call 12 | name: str 13 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/code_executor/__init__.py: -------------------------------------------------------------------------------- 1 | from ._base import CodeBlock, CodeExecutor, CodeResult 2 | from ._func_with_reqs import ( 3 | Alias, 4 | FunctionWithRequirements, 5 | FunctionWithRequirementsStr, 6 | Import, 7 | ImportFromModule, 8 | with_requirements, 9 | ) 10 | 11 | __all__ = [ 12 | "CodeBlock", 13 | "CodeExecutor", 14 | "CodeResult", 15 | "Alias", 16 | "ImportFromModule", 17 | "Import", 18 | "FunctionWithRequirements", 19 | "FunctionWithRequirementsStr", 20 | "with_requirements", 21 | ] 22 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/exceptions.py: -------------------------------------------------------------------------------- 1 | __all__ = ["CantHandleException", "UndeliverableException", "MessageDroppedException", "NotAccessibleError"] 2 | 3 | 4 | class CantHandleException(Exception): 5 | """Raised when a handler can't handle the exception.""" 6 | 7 | 8 | class UndeliverableException(Exception): 9 | """Raised when a message can't be delivered.""" 10 | 11 | 12 | class MessageDroppedException(Exception): 13 | """Raised when a message is dropped.""" 14 | 15 | 16 | class NotAccessibleError(Exception): 17 | """Tried to access a value that is not accessible. For example if it is remote cannot be accessed locally.""" 18 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/memory/__init__.py: -------------------------------------------------------------------------------- 1 | from ._base_memory import Memory, MemoryContent, MemoryMimeType, MemoryQueryResult, UpdateContextResult 2 | from ._list_memory import ListMemory 3 | 4 | __all__ = [ 5 | "Memory", 6 | "MemoryContent", 7 | "MemoryQueryResult", 8 | "UpdateContextResult", 9 | "MemoryMimeType", 10 | "ListMemory", 11 | ] 12 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/py.typed: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-core/src/autogen_core/py.typed -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/tool_agent/__init__.py: -------------------------------------------------------------------------------- 1 | from ._caller_loop import tool_agent_caller_loop 2 | from ._tool_agent import ( 3 | InvalidToolArgumentsException, 4 | ToolAgent, 5 | ToolException, 6 | ToolExecutionException, 7 | ToolNotFoundException, 8 | ) 9 | 10 | __all__ = [ 11 | "ToolAgent", 12 | "ToolException", 13 | "ToolNotFoundException", 14 | "InvalidToolArgumentsException", 15 | "ToolExecutionException", 16 | "tool_agent_caller_loop", 17 | ] 18 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/tools/__init__.py: -------------------------------------------------------------------------------- 1 | from ._base import BaseTool, BaseToolWithState, ParametersSchema, Tool, ToolSchema 2 | from ._function_tool import FunctionTool 3 | from ._static_workbench import StaticWorkbench 4 | from ._workbench import ImageResultContent, TextResultContent, ToolResult, Workbench 5 | 6 | __all__ = [ 7 | "Tool", 8 | "ToolSchema", 9 | "ParametersSchema", 10 | "BaseTool", 11 | "BaseToolWithState", 12 | "FunctionTool", 13 | "Workbench", 14 | "ToolResult", 15 | "TextResultContent", 16 | "ImageResultContent", 17 | "StaticWorkbench", 18 | ] 19 | -------------------------------------------------------------------------------- /python/packages/autogen-core/src/autogen_core/utils/__init__.py: -------------------------------------------------------------------------------- 1 | from ._json_to_pydantic import schema_to_pydantic_model 2 | from ._load_json import extract_json_from_str 3 | 4 | __all__ = ["schema_to_pydantic_model", "extract_json_from_str"] 5 | -------------------------------------------------------------------------------- /python/packages/autogen-core/tests/protos/serialization_test.proto: -------------------------------------------------------------------------------- 1 | syntax = "proto3"; 2 | 3 | package agents; 4 | 5 | message ProtoMessage { 6 | string message = 1; 7 | } 8 | message NestingProtoMessage { 9 | string message = 1; 10 | ProtoMessage nested = 2; 11 | } -------------------------------------------------------------------------------- /python/packages/autogen-core/tests/protos/serialization_test_pb2_grpc.pyi: -------------------------------------------------------------------------------- 1 | """ 2 | @generated by mypy-protobuf. Do not edit manually! 3 | isort:skip_file 4 | """ 5 | 6 | import abc 7 | import collections.abc 8 | import grpc 9 | import grpc.aio 10 | import typing 11 | 12 | _T = typing.TypeVar("_T") 13 | 14 | class _MaybeAsyncIterator(collections.abc.AsyncIterator[_T], collections.abc.Iterator[_T], metaclass=abc.ABCMeta): ... 15 | 16 | class _ServicerContext(grpc.ServicerContext, grpc.aio.ServicerContext): # type: ignore[misc, type-arg] 17 | ... 18 | -------------------------------------------------------------------------------- /python/packages/autogen-core/tests/test_base_agent.py: -------------------------------------------------------------------------------- 1 | import pytest 2 | from autogen_core import AgentId, AgentInstantiationContext, AgentRuntime 3 | from autogen_test_utils import NoopAgent 4 | from pytest_mock import MockerFixture 5 | 6 | 7 | @pytest.mark.asyncio 8 | async def test_base_agent_create(mocker: MockerFixture) -> None: 9 | runtime = mocker.Mock(spec=AgentRuntime) 10 | 11 | # Shows how to set the context for the agent instantiation in a test context 12 | with AgentInstantiationContext.populate_context((runtime, AgentId("name2", "namespace2"))): 13 | agent2 = NoopAgent() 14 | assert agent2.runtime == runtime 15 | assert agent2.id == AgentId("name2", "namespace2") 16 | -------------------------------------------------------------------------------- /python/packages/autogen-core/tests/test_models.py: -------------------------------------------------------------------------------- 1 | import pytest 2 | from autogen_core.models import ModelInfo, validate_model_info 3 | 4 | 5 | def test_model_info() -> None: 6 | # Valid model info. 7 | info: ModelInfo = { 8 | "family": "gpt-4o", 9 | "vision": True, 10 | "function_calling": True, 11 | "json_output": True, 12 | "structured_output": True, 13 | } 14 | validate_model_info(info) 15 | 16 | # Invalid model info. 17 | info = { 18 | "family": "gpt-4o", 19 | "vision": True, 20 | "function_calling": True, 21 | } # type: ignore 22 | with pytest.raises(ValueError): 23 | validate_model_info(info) 24 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/README.md: -------------------------------------------------------------------------------- 1 | # AutoGen Extensions 2 | 3 | - [Documentation](https://microsoft.github.io/autogen/stable/user-guide/extensions-user-guide/index.html) 4 | 5 | AutoGen is designed to be extensible. The `autogen-ext` package contains many different component implementations maintained by the AutoGen project. However, we strongly encourage others to build their own components and publish them as part of the ecosytem. 6 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/conftest.py: -------------------------------------------------------------------------------- 1 | import pytest 2 | 3 | def pytest_addoption(parser): 4 | parser.addoption( 5 | "--grpc", action="store_true", default=False, help="run grpc tests" 6 | ) 7 | 8 | def pytest_collection_modifyitems(config, items): 9 | grpc_option_passed = config.getoption("--grpc") 10 | skip_grpc = pytest.mark.skip(reason="Need --grpc option to run") 11 | skip_non_grpc = pytest.mark.skip(reason="Skipped since --grpc passed") 12 | 13 | for item in items: 14 | if "grpc" in item.keywords and not grpc_option_passed: 15 | item.add_marker(skip_grpc) 16 | elif "grpc" not in item.keywords and grpc_option_passed: 17 | item.add_marker(skip_non_grpc) 18 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/imgs/task_centric_memory.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:a9d5d3cdaa77c863ecbeec41ce988c1018d49b2e914a9b3775f6574ea4bbbcee 3 | size 37076 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/imgs/task_centric_memory_2.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:119f7baf93e71fee417d1a9f9f994f6b3d4fbbc5aae930096a6897e755167e61 3 | size 28253 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/imgs/task_centric_memory_3.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:e2af80416085182ba099e5094014f37b7f88daf972dce704d862540566a52bb9 3 | size 30082 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/__init__.py: -------------------------------------------------------------------------------- 1 | import importlib.metadata 2 | 3 | __version__ = importlib.metadata.version("autogen_ext") 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/agents/azure/__init__.py: -------------------------------------------------------------------------------- 1 | try: 2 | from ._azure_ai_agent import AzureAIAgent 3 | except ImportError as e: 4 | raise ImportError( 5 | "Dependencies for AzureAIAgent not found. " 6 | 'Please install autogen-ext with the "azure" extra: ' 7 | 'pip install "autogen-ext[azure]"' 8 | ) from e 9 | 10 | __all__ = ["AzureAIAgent"] 11 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/agents/file_surfer/__init__.py: -------------------------------------------------------------------------------- 1 | from ._file_surfer import FileSurfer 2 | 3 | __all__ = ["FileSurfer"] 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/agents/magentic_one/__init__.py: -------------------------------------------------------------------------------- 1 | try: 2 | from ._magentic_one_coder_agent import MagenticOneCoderAgent 3 | except ImportError as e: 4 | raise ImportError( 5 | "Dependencies for MagenticOneCoderAgent not found. " 6 | 'Please install autogen-ext with the "magentic-one" extra: ' 7 | 'pip install "autogen-ext[magentic-one]"' 8 | ) from e 9 | 10 | __all__ = ["MagenticOneCoderAgent"] 11 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/agents/openai/__init__.py: -------------------------------------------------------------------------------- 1 | try: 2 | from ._openai_agent import OpenAIAgent 3 | from ._openai_assistant_agent import OpenAIAssistantAgent 4 | except ImportError as e: 5 | raise ImportError( 6 | "Dependencies for OpenAI agents not found. " 7 | 'Please install autogen-ext with the "openai" extra: ' 8 | 'pip install "autogen-ext[openai]"' 9 | ) from e 10 | 11 | __all__ = ["OpenAIAssistantAgent", "OpenAIAgent"] 12 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/agents/video_surfer/__init__.py: -------------------------------------------------------------------------------- 1 | from ._video_surfer import VideoSurfer 2 | 3 | __all__ = ["VideoSurfer"] 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/agents/web_surfer/__init__.py: -------------------------------------------------------------------------------- 1 | from ._multimodal_web_surfer import MultimodalWebSurfer 2 | from .playwright_controller import PlaywrightController 3 | 4 | __all__ = ["MultimodalWebSurfer", "PlaywrightController"] 5 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/agents/web_surfer/_events.py: -------------------------------------------------------------------------------- 1 | from dataclasses import dataclass 2 | from typing import Any, Dict 3 | 4 | 5 | @dataclass 6 | class WebSurferEvent: 7 | source: str 8 | message: str 9 | url: str 10 | action: str | None = None 11 | arguments: Dict[str, Any] | None = None 12 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/cache_store/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/src/autogen_ext/cache_store/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/code_executors/azure/__init__.py: -------------------------------------------------------------------------------- 1 | from ._azure_container_code_executor import ACADynamicSessionsCodeExecutor, TokenProvider 2 | 3 | __all__ = ["TokenProvider", "ACADynamicSessionsCodeExecutor"] 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/code_executors/docker/__init__.py: -------------------------------------------------------------------------------- 1 | from ._docker_code_executor import DockerCommandLineCodeExecutor 2 | 3 | __all__ = ["DockerCommandLineCodeExecutor"] 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/code_executors/docker_jupyter/__init__.py: -------------------------------------------------------------------------------- 1 | from ._docker_jupyter import DockerJupyterCodeExecutor, DockerJupyterCodeResult 2 | from ._jupyter_server import DockerJupyterServer, JupyterClient, JupyterKernelClient 3 | 4 | __all__ = [ 5 | "DockerJupyterCodeExecutor", 6 | "DockerJupyterServer", 7 | "JupyterClient", 8 | "JupyterKernelClient", 9 | "DockerJupyterCodeResult", 10 | ] 11 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/__init__.py: -------------------------------------------------------------------------------- 1 | from ._jupyter_code_executor import JupyterCodeExecutor, JupyterCodeResult 2 | 3 | __all__ = [ 4 | "JupyterCodeExecutor", 5 | "JupyterCodeResult", 6 | ] 7 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/experimental/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/src/autogen_ext/experimental/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/experimental/task_centric_memory/__init__.py: -------------------------------------------------------------------------------- 1 | from ._memory_bank import MemoryBankConfig 2 | from .memory_controller import MemoryController, MemoryControllerConfig 3 | 4 | __all__ = ["MemoryController", "MemoryControllerConfig", "MemoryBankConfig"] 5 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/experimental/task_centric_memory/utils/__init__.py: -------------------------------------------------------------------------------- 1 | from .apprentice import Apprentice, ApprenticeConfig 2 | from .chat_completion_client_recorder import ChatCompletionClientRecorder 3 | from .grader import Grader 4 | from .page_logger import PageLogger, PageLoggerConfig 5 | from .teachability import Teachability 6 | 7 | __all__ = [ 8 | "Apprentice", 9 | "ChatCompletionClientRecorder", 10 | "Grader", 11 | "PageLogger", 12 | "Teachability", 13 | "ApprenticeConfig", 14 | "PageLoggerConfig", 15 | ] 16 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/memory/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/memory/canvas/__init__.py: -------------------------------------------------------------------------------- 1 | from ._text_canvas import TextCanvas 2 | from ._text_canvas_memory import TextCanvasMemory 3 | 4 | __all__ = ["TextCanvas", "TextCanvasMemory"] 5 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/src/autogen_ext/models/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/models/_utils/normalize_stop_reason.py: -------------------------------------------------------------------------------- 1 | from typing import Dict 2 | 3 | from autogen_core.models import FinishReasons 4 | 5 | 6 | def normalize_stop_reason(stop_reason: str | None) -> FinishReasons: 7 | if stop_reason is None: 8 | return "unknown" 9 | 10 | # Convert to lower case 11 | stop_reason = stop_reason.lower() 12 | 13 | KNOWN_STOP_MAPPINGS: Dict[str, FinishReasons] = { 14 | "stop": "stop", 15 | "length": "length", 16 | "content_filter": "content_filter", 17 | "function_calls": "function_calls", 18 | "end_turn": "stop", 19 | "tool_calls": "function_calls", 20 | } 21 | 22 | return KNOWN_STOP_MAPPINGS.get(stop_reason, "unknown") 23 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/models/azure/__init__.py: -------------------------------------------------------------------------------- 1 | from ._azure_ai_client import AzureAIChatCompletionClient 2 | from .config import AzureAIChatCompletionClientConfig 3 | 4 | __all__ = ["AzureAIChatCompletionClient", "AzureAIChatCompletionClientConfig"] 5 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/models/cache/__init__.py: -------------------------------------------------------------------------------- 1 | from ._chat_completion_cache import CHAT_CACHE_VALUE_TYPE, ChatCompletionCache 2 | 3 | __all__ = [ 4 | "CHAT_CACHE_VALUE_TYPE", 5 | "ChatCompletionCache", 6 | ] 7 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/models/llama_cpp/__init__.py: -------------------------------------------------------------------------------- 1 | try: 2 | from ._llama_cpp_completion_client import LlamaCppChatCompletionClient 3 | except ImportError as e: 4 | raise ImportError( 5 | "Dependencies for Llama Cpp not found. " 6 | "Please install llama-cpp-python: " 7 | "pip install autogen-ext[llama-cpp]" 8 | ) from e 9 | 10 | __all__ = ["LlamaCppChatCompletionClient"] 11 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/models/ollama/__init__.py: -------------------------------------------------------------------------------- 1 | from ._ollama_client import OllamaChatCompletionClient 2 | from .config import ( 3 | BaseOllamaClientConfigurationConfigModel, 4 | CreateArgumentsConfigModel, 5 | ) 6 | 7 | __all__ = [ 8 | "OllamaChatCompletionClient", 9 | "BaseOllamaClientConfigurationConfigModel", 10 | "CreateArgumentsConfigModel", 11 | ] 12 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/models/openai/_utils.py: -------------------------------------------------------------------------------- 1 | import re 2 | 3 | 4 | def assert_valid_name(name: str) -> str: 5 | """ 6 | Ensure that configured names are valid, raises ValueError if not. 7 | 8 | For munging LLM responses use _normalize_name to ensure LLM specified names don't break the API. 9 | """ 10 | if not re.match(r"^[a-zA-Z0-9_-]+$", name): 11 | raise ValueError(f"Invalid name: {name}. Only letters, numbers, '_' and '-' are allowed.") 12 | if len(name) > 64: 13 | raise ValueError(f"Invalid name: {name}. Name must be less than 64 characters.") 14 | return name 15 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/models/replay/__init__.py: -------------------------------------------------------------------------------- 1 | from ._replay_chat_completion_client import ReplayChatCompletionClient 2 | 3 | __all__ = [ 4 | "ReplayChatCompletionClient", 5 | ] 6 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/models/semantic_kernel/__init__.py: -------------------------------------------------------------------------------- 1 | from ._sk_chat_completion_adapter import SKChatCompletionAdapter 2 | 3 | __all__ = ["SKChatCompletionAdapter"] 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/py.typed: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/src/autogen_ext/py.typed -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/runtimes/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/src/autogen_ext/runtimes/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/runtimes/grpc/__init__.py: -------------------------------------------------------------------------------- 1 | from ._worker_runtime import GrpcWorkerAgentRuntime 2 | from ._worker_runtime_host import GrpcWorkerAgentRuntimeHost 3 | from ._worker_runtime_host_servicer import GrpcWorkerAgentRuntimeHostServicer 4 | 5 | try: 6 | import grpc # type: ignore 7 | except ImportError as e: 8 | raise ImportError( 9 | "To use the GRPC runtime the grpc extra must be installed. Run `pip install autogen-ext[grpc]`" 10 | ) from e 11 | 12 | __all__ = [ 13 | "GrpcWorkerAgentRuntime", 14 | "GrpcWorkerAgentRuntimeHost", 15 | "GrpcWorkerAgentRuntimeHostServicer", 16 | ] 17 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/runtimes/grpc/_constants.py: -------------------------------------------------------------------------------- 1 | GRPC_IMPORT_ERROR_STR = ( 2 | "Distributed runtime features require additional dependencies. Install them with: pip install autogen-core[grpc]" 3 | ) 4 | 5 | DATA_CONTENT_TYPE_ATTR = "datacontenttype" 6 | DATA_SCHEMA_ATTR = "dataschema" 7 | AGENT_SENDER_TYPE_ATTR = "agagentsendertype" 8 | AGENT_SENDER_KEY_ATTR = "agagentsenderkey" 9 | MESSAGE_KIND_ATTR = "agmsgkind" 10 | MESSAGE_KIND_VALUE_PUBLISH = "publish" 11 | MESSAGE_KIND_VALUE_RPC_REQUEST = "rpc_request" 12 | MESSAGE_KIND_VALUE_RPC_RESPONSE = "rpc_response" 13 | MESSAGE_KIND_VALUE_RPC_ERROR = "error" 14 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/runtimes/grpc/_type_helpers.py: -------------------------------------------------------------------------------- 1 | from typing import Any, Sequence, Tuple 2 | 3 | # Had to redefine this from grpc.aio._typing as using that one was causing mypy errors 4 | ChannelArgumentType = Sequence[Tuple[str, Any]] 5 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/runtimes/grpc/protos/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | The :mod:`autogen_ext.runtimes.grpc.protos` module provides Google Protobuf classes for agent-worker communication 3 | """ 4 | 5 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/teams/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/src/autogen_ext/teams/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/tools/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/src/autogen_ext/tools/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/tools/azure/__init__.py: -------------------------------------------------------------------------------- 1 | from ._ai_search import ( 2 | AzureAISearchTool, 3 | BaseAzureAISearchTool, 4 | SearchQuery, 5 | SearchResult, 6 | SearchResults, 7 | VectorizableTextQuery, 8 | ) 9 | from ._config import AzureAISearchConfig 10 | 11 | __all__ = [ 12 | "AzureAISearchTool", 13 | "BaseAzureAISearchTool", 14 | "SearchQuery", 15 | "SearchResult", 16 | "SearchResults", 17 | "AzureAISearchConfig", 18 | "VectorizableTextQuery", 19 | ] 20 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/tools/code_execution/__init__.py: -------------------------------------------------------------------------------- 1 | from ._code_execution import CodeExecutionInput, CodeExecutionResult, PythonCodeExecutionTool 2 | 3 | __all__ = ["CodeExecutionInput", "CodeExecutionResult", "PythonCodeExecutionTool"] 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/tools/http/__init__.py: -------------------------------------------------------------------------------- 1 | from ._http_tool import HttpTool 2 | 3 | __all__ = ["HttpTool"] 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/tools/langchain/__init__.py: -------------------------------------------------------------------------------- 1 | from ._langchain_adapter import LangChainToolAdapter 2 | 3 | __all__ = ["LangChainToolAdapter"] 4 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/tools/semantic_kernel/__init__.py: -------------------------------------------------------------------------------- 1 | from ._kernel_function_from_tool import KernelFunctionFromTool, KernelFunctionFromToolSchema 2 | 3 | __all__ = [ 4 | "KernelFunctionFromTool", 5 | "KernelFunctionFromToolSchema", 6 | ] 7 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/src/autogen_ext/ui/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | This module implements utility classes for formatting/printing agent messages. 3 | """ 4 | 5 | from ._rich_console import RichConsole 6 | 7 | __all__ = ["RichConsole"] 8 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/test_filesurfer_agent.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | FileSurfer test file 4 | 5 | 6 |

FileSurfer test H1

7 |

FileSurfer test body

8 | 9 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/tests/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/conftest.py: -------------------------------------------------------------------------------- 1 | import pytest 2 | 3 | 4 | def pytest_addoption(parser: pytest.Parser) -> None: 5 | parser.addoption("--windows", action="store_true", default=False, help="Run tests for Windows") 6 | 7 | 8 | def pytest_configure(config: pytest.Config) -> None: 9 | config.addinivalue_line("markers", "windows: mark test as requiring Windows") 10 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/protos/serialization_test_pb2_grpc.pyi: -------------------------------------------------------------------------------- 1 | """ 2 | @generated by mypy-protobuf. Do not edit manually! 3 | isort:skip_file 4 | """ 5 | 6 | import abc 7 | import collections.abc 8 | import grpc 9 | import grpc.aio 10 | import typing 11 | 12 | _T = typing.TypeVar("_T") 13 | 14 | class _MaybeAsyncIterator(collections.abc.AsyncIterator[_T], collections.abc.Iterator[_T], metaclass=abc.ABCMeta): ... 15 | 16 | class _ServicerContext(grpc.ServicerContext, grpc.aio.ServicerContext): # type: ignore[misc, type-arg] 17 | ... 18 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/task_centric_memory/data_files/insights/add_topic.yaml: -------------------------------------------------------------------------------- 1 | # Advice created manually for solving the autogen_package task. 2 | 3 | insight: 'When somebody builds something on autogen and wants to contribute it to autogen, 4 | instead of creating a new autogen package, it''s better for them to implement it in a separate github repo, 5 | then just add the autogen-extension topic to that repo. 6 | That way their contribution will be automatically discoverable through autogen''s page on community extensions: https://microsoft.github.io/autogen/dev/user-guide/extensions-user-guide/index.html' 7 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/task_centric_memory/data_files/insights/liar_advice.yaml: -------------------------------------------------------------------------------- 1 | # Advice created automatically for solving the 10_liars task. 2 | 3 | insight: 'When solving logic puzzles, carefully consider all possible scenarios, 4 | including the simplest ones, and remember that if everyone is lying, 5 | their statements should naturally align with the known conditions without needing a truth-teller. 6 | Always double-check that your conclusions don''t inadvertently introduce contradictions.' 7 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/task_centric_memory/data_files/tasks/10_liars.yaml: -------------------------------------------------------------------------------- 1 | # Similar to the 100 vampires task, for testing generalization from one to the other. 2 | 3 | task_description: 'You ask ten people ''How many of you are liars?'' 4 | They all answer ''At least one of us is not a liar.'' 5 | You happen to know that at least one of them IS a liar. 6 | How many of them are liars in total?' 7 | 8 | expected_answer: All of them are liars. 9 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/task_centric_memory/data_files/tasks/autogen_package.yaml: -------------------------------------------------------------------------------- 1 | # Test where human advice is needed. 2 | 3 | task_description: As a contribution to autogen, can I create a new autogen package for a copilot extension agent that I built on autogen? 4 | 5 | expected_answer: It's best to have your agent in its own repo, then add the autogen-extension topic to that repo. 6 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/task_centric_memory/data_files/tasks/cell_towers_1.yaml: -------------------------------------------------------------------------------- 1 | # File-free version of a GAIA L1 task. 2 | 3 | task_description: You are a telecommunications engineer who wants to build cell phone towers on a stretch of road. 4 | Houses are located at mile markers 16, 17, 19, 11, 9, 10, 2, 5, 4. 5 | Each cell phone tower can cover houses located next to the road within a 4-mile radius. 6 | Find the minimum number of cell phone towers needed to cover all houses next to the road. 7 | Your answer should be a positive numerical integer value. 8 | 9 | expected_answer: '2' 10 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/task_centric_memory/data_files/tasks/cell_towers_2.yaml: -------------------------------------------------------------------------------- 1 | # Similar to the cell_towers_1 task. 2 | 3 | task_description: You are a telecommunications engineer who wants to build cell phone towers on a stretch of road. 4 | Houses are located at mile markers 17, 20, 19, 10, 11, 12, 3, 6. 5 | Each cell phone tower can cover houses located next to the road within a 4-mile radius. 6 | Find the minimum number of cell phone towers needed to cover all houses next to the road. 7 | Your answer should be a positive numerical integer value. 8 | 9 | expected_answer: '2' 10 | -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/tools/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/tests/tools/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/tools/graphrag/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/tests/tools/graphrag/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-ext/tests/tools/http/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-ext/tests/tools/http/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-studio/.gitignore: -------------------------------------------------------------------------------- 1 | database.sqlite 2 | .cache/* 3 | autogenstudio/web/files/user/* 4 | autogenstudio/test 5 | autogenstudio/database/alembic.ini 6 | autogenstudio/database/alembic/* 7 | autogenstudio/web/files/ui/* 8 | OAI_CONFIG_LIST 9 | scratch/ 10 | autogenstudio/web/workdir/* 11 | autogenstudio/web/ui/* 12 | autogenstudio/web/skills/user/* 13 | .release.sh 14 | .nightly.sh 15 | notebooks/test 16 | 17 | notebooks/work_dir/* 18 | notebooks/test.db 19 | 20 | # Byte-compiled / optimized / DLL files 21 | __pycache__/ 22 | *.py[cod] 23 | *$py.class 24 | 25 | # Environments 26 | .env 27 | .venv 28 | env/ 29 | venv/ 30 | ENV/ 31 | env.bak/ 32 | venv.bak/ 33 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM python:3.10-slim 2 | WORKDIR /code 3 | 4 | RUN pip install -U gunicorn autogenstudio 5 | 6 | # Create a non-root user 7 | RUN useradd -m -u 1000 user 8 | USER user 9 | ENV HOME=/home/user \ 10 | PATH=/home/user/.local/bin:$PATH \ 11 | AUTOGENSTUDIO_APPDIR=/home/user/app 12 | 13 | WORKDIR $HOME/app 14 | 15 | COPY --chown=user . $HOME/app 16 | 17 | CMD gunicorn -w $((2 * $(getconf _NPROCESSORS_ONLN) + 1)) --timeout 12600 -k uvicorn.workers.UvicornWorker autogenstudio.web.app:app --bind "0.0.0.0:8081" 18 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/MANIFEST.in: -------------------------------------------------------------------------------- 1 | recursive-include autogenstudio/web/ui * 2 | recursive-include autogenstudio/web/database.sqlite 3 | recursive-exclude notebooks * 4 | 5 | recursive-exclude frontend * 6 | recursive-exclude docs * 7 | recursive-exclude tests * 8 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/__init__.py: -------------------------------------------------------------------------------- 1 | from .database.db_manager import DatabaseManager 2 | from .datamodel import Team 3 | from .teammanager import TeamManager 4 | from .version import __version__ 5 | 6 | __all__ = ["DatabaseManager", "Team", "TeamManager", "__version__"] 7 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/database/__init__.py: -------------------------------------------------------------------------------- 1 | from .db_manager import DatabaseManager 2 | 3 | __all__ = [ 4 | "DatabaseManager", 5 | ] 6 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/eval/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-studio/autogenstudio/eval/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/gallery/__init__.py: -------------------------------------------------------------------------------- 1 | from .builder import GalleryBuilder, create_default_gallery 2 | 3 | __all__ = ["GalleryBuilder", "create_default_gallery"] 4 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/gallery/tools/__init__.py: -------------------------------------------------------------------------------- 1 | from .bing_search import bing_search_tool 2 | from .calculator import calculator_tool 3 | from .fetch_webpage import fetch_webpage_tool 4 | from .generate_image import generate_image_tool 5 | from .google_search import google_search_tool 6 | 7 | __all__ = [ 8 | "bing_search_tool", 9 | "calculator_tool", 10 | "google_search_tool", 11 | "generate_image_tool", 12 | "fetch_webpage_tool", 13 | ] 14 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/teammanager/__init__.py: -------------------------------------------------------------------------------- 1 | from .teammanager import TeamManager 2 | 3 | __all__ = ["TeamManager"] 4 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-studio/autogenstudio/utils/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/validation/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-studio/autogenstudio/validation/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/version.py: -------------------------------------------------------------------------------- 1 | VERSION = "0.4.2.2" 2 | __version__ = VERSION 3 | APP_NAME = "autogenstudio" 4 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/web/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-studio/autogenstudio/web/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/web/auth/__init__.py: -------------------------------------------------------------------------------- 1 | from .authroutes import router 2 | from .dependencies import get_current_user, require_admin, require_authenticated, require_roles 3 | from .exceptions import AuthException 4 | from .manager import AuthManager 5 | from .middleware import AuthMiddleware 6 | from .models import AuthConfig, User 7 | from .wsauth import WebSocketAuthHandler 8 | 9 | __all__ = [ 10 | "AuthManager", 11 | "AuthMiddleware", 12 | "AuthConfig", 13 | "User", 14 | "AuthException", 15 | "router", 16 | "get_current_user", 17 | "require_authenticated", 18 | "require_roles", 19 | "require_admin", 20 | "WebSocketAuthHandler", 21 | ] 22 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/web/config.py: -------------------------------------------------------------------------------- 1 | # api/config.py 2 | 3 | from pydantic_settings import BaseSettings 4 | 5 | 6 | class Settings(BaseSettings): 7 | DATABASE_URI: str = "sqlite:///./autogen04202.db" 8 | API_DOCS: bool = False 9 | CLEANUP_INTERVAL: int = 300 # 5 minutes 10 | SESSION_TIMEOUT: int = 3600 # 1 hour 11 | CONFIG_DIR: str = "configs" # Default config directory relative to app_root 12 | DEFAULT_USER_ID: str = "guestuser@gmail.com" 13 | UPGRADE_DATABASE: bool = False 14 | 15 | model_config = {"env_prefix": "AUTOGENSTUDIO_"} 16 | 17 | 18 | settings = Settings() 19 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/web/managers/__init__.py: -------------------------------------------------------------------------------- 1 | # from .connection import WebSocketManager 2 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/autogenstudio/web/routes/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/autogen/150ea0192d2c68d2fe08616804dabc58a6691074/python/packages/autogen-studio/autogenstudio/web/routes/__init__.py -------------------------------------------------------------------------------- /python/packages/autogen-studio/docs/ags_screen.png: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:876389d20f68c9c6e230563a145f8e10c6870bf8633163f0a6fe1f5db8d8ffe8 3 | size 195570 4 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/frontend/.env.default: -------------------------------------------------------------------------------- 1 | GATSBY_API_URL=http://127.0.0.1:8081/api -------------------------------------------------------------------------------- /python/packages/autogen-studio/frontend/.gitignore: -------------------------------------------------------------------------------- 1 | node_modules/ 2 | .cache/ 3 | public 4 | src/gatsby-types.d.ts 5 | .env.development 6 | .env.production -------------------------------------------------------------------------------- /python/packages/autogen-studio/frontend/gatsby-browser.js: -------------------------------------------------------------------------------- 1 | import "antd/dist/reset.css"; 2 | import "./src/styles/global.css"; 3 | 4 | import AuthProvider from "./src/hooks/provider"; 5 | 6 | export const wrapRootElement = AuthProvider; 7 | -------------------------------------------------------------------------------- /python/packages/autogen-studio/frontend/gatsby-ssr.tsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | 3 | const codeToRunOnClient = `(function() { 4 | try { 5 | var mode = localStorage.getItem('darkmode'); 6 | document.getElementsByTagName("html")[0].className === 'dark' ? 'dark' : 'light'; 7 | } catch (e) {} 8 | })();`; 9 | 10 | export const onRenderBody = ({ setHeadComponents }) => 11 | setHeadComponents([ 12 |