├── .dockerignore ├── .editorconfig ├── .github └── FUNDING.yml ├── .gitignore ├── .readthedocs.yaml ├── BotSharp.sln ├── CONTRIBUTING.md ├── Directory.Build.props ├── LICENSE ├── PizzaBot.sln ├── README.md ├── arts ├── BotSharp.gif ├── Icon.png └── Logo.png ├── dockerfiles ├── .env ├── Readme.md ├── WebStarter.Dockerfile ├── appsettings.json ├── botsharp.json ├── docker-compose.infrastructure.override.yml ├── docker-compose.infrastructure.yml ├── docker-compose.yml ├── run-docker-compose.ps1 └── stop-docker-compose.ps1 ├── docs ├── Makefile ├── Name-Entity Recognition(NER) Comparation.pdf ├── README.md ├── agent │ ├── assets │ │ ├── agent-creation.png │ │ ├── agent-update.png │ │ ├── conversation-creation.png │ │ ├── conversation-send-message.png │ │ └── routing-calling-stack.png │ ├── hook.md │ ├── intro.md │ └── router.md ├── architecture │ ├── assets │ │ ├── .$routing-redirection.drawio.bkp │ │ ├── .$routing-redirection.drawio.dtmp │ │ ├── account-creation.png │ │ ├── account-token.png │ │ ├── architecture.drawio │ │ ├── botsharp_diagram.png │ │ ├── llm_diagram.png │ │ ├── overview.drawio │ │ ├── routing-reasoner.png │ │ ├── routing-reasoning.drawio │ │ ├── routing-redirection.drawio │ │ ├── routing-redirection.png │ │ └── routing.drawio │ ├── authentication.md │ ├── data-persistence.md │ ├── hooks.md │ ├── logging.md │ ├── plugin.md │ └── routing.md ├── channels │ ├── components.md │ ├── intro.md │ ├── messenger.rst │ └── wechat.md ├── conf.py ├── conversation │ ├── hook.md │ ├── intro.md │ └── state.md ├── index.rst ├── knowledge-base │ ├── assets │ │ ├── feed_knowledge_answer.png │ │ └── feed_knowledge_pdf.png │ ├── build-qa-bot.md │ ├── similarity-search.md │ ├── text-embedding.md │ └── vector-database.md ├── llama-sharp │ ├── assets │ │ ├── check-llamasharp-version.png │ │ ├── choose-llamasharp-as-provider.png │ │ ├── click-test-button.png │ │ ├── console-output-in-botsharp.png │ │ ├── converstaion-examples.png │ │ ├── edit-agent.png │ │ └── install-llamasharp-plugin.png │ ├── config-llamasharp.md │ └── use-llamasharp-in-ui.md ├── llm │ ├── few-shot-learning.md │ ├── function.md │ ├── prompt.md │ ├── provider.md │ └── template.md ├── make.bat ├── quick-start │ ├── assets │ │ ├── APIHome.png │ │ ├── APIPostman.png │ │ ├── BackendServiceHomeScreenshot.png │ │ ├── BotSharp-UI-Router.png │ │ ├── ChatbotUIHome.png │ │ ├── NuGet-Local-Whisper.png │ │ ├── PizzaBotSample1.png │ │ ├── PizzaBotSample2.png │ │ ├── PizzaBotSample3.png │ │ ├── PizzaBotSample4.png │ │ ├── Result-Local-Whisper.png │ │ ├── Steps-Local-Whisper.png │ │ └── overview.png │ ├── get-started.md │ ├── installation.md │ └── overview.md ├── requirements.txt ├── static │ ├── logos │ │ ├── BotSharpEngine.jpg │ │ └── Logo.png │ └── screenshots │ │ ├── BotSharp_arch.png │ │ ├── agent-builder-agents.png │ │ ├── agent-builder-conversations.png │ │ └── web-live-chat.png └── utilities │ └── local-whisper.md ├── src ├── BotSharp.AppHost │ ├── BotSharp.AppHost.csproj │ ├── Program.cs │ ├── Properties │ │ └── launchSettings.json │ ├── appsettings.Development.json │ └── appsettings.json ├── BotSharp.ServiceDefaults │ ├── BotSharp.ServiceDefaults.csproj │ └── Extensions.cs ├── Infrastructure │ ├── BotSharp.Abstraction │ │ ├── Agents │ │ │ ├── AgentHookBase.cs │ │ │ ├── Enums │ │ │ │ ├── AgentField.cs │ │ │ │ ├── AgentRole.cs │ │ │ │ ├── AgentType.cs │ │ │ │ └── BuiltInAgentId.cs │ │ │ ├── IAgentHook.cs │ │ │ ├── IAgentService.cs │ │ │ ├── IAgentUtilityHook.cs │ │ │ ├── Models │ │ │ │ ├── Agent.cs │ │ │ │ ├── AgentLlmConfig.cs │ │ │ │ ├── AgentResponse.cs │ │ │ │ ├── AgentTemplate.cs │ │ │ │ ├── ChannelInstruction.cs │ │ │ │ └── UserAgent.cs │ │ │ └── Settings │ │ │ │ └── AgentSettings.cs │ │ ├── BotSharp.Abstraction.csproj │ │ ├── Browsing │ │ │ ├── Enums │ │ │ │ └── BroswerActionEnum.cs │ │ │ ├── IWebBrowser.cs │ │ │ ├── IWebPageResponseHook.cs │ │ │ ├── Models │ │ │ │ ├── BrowserActionArgs.cs │ │ │ │ ├── BrowserActionParams.cs │ │ │ │ ├── BrowserActionResult.cs │ │ │ │ ├── BrowsingContextIn.cs │ │ │ │ ├── ElementActionArgs.cs │ │ │ │ ├── ElementLocatingArgs.cs │ │ │ │ ├── ElementPosition.cs │ │ │ │ ├── HttpRequestParams.cs │ │ │ │ ├── MessageInfo.cs │ │ │ │ ├── PageActionArgs.cs │ │ │ │ ├── WebPageResponseData.cs │ │ │ │ └── WebPageResponseFilter.cs │ │ │ └── Settings │ │ │ │ └── WebBrowsingSettings.cs │ │ ├── Conversations │ │ │ ├── ConversationHookBase.cs │ │ │ ├── Enums │ │ │ │ ├── ConversationChannel.cs │ │ │ │ ├── ConversationStatus.cs │ │ │ │ ├── StateDataType.cs │ │ │ │ └── StateSource.cs │ │ │ ├── IConversationHook.cs │ │ │ ├── IConversationProgressService.cs │ │ │ ├── IConversationService.cs │ │ │ ├── IConversationStateService.cs │ │ │ ├── IConversationStorage.cs │ │ │ ├── ITokenStatistics.cs │ │ │ ├── Models │ │ │ │ ├── Attachment.cs │ │ │ │ ├── Conversation.cs │ │ │ │ ├── ConversationBreakpoint.cs │ │ │ │ ├── ConversationSenderActionModel.cs │ │ │ │ ├── ConversationState.cs │ │ │ │ ├── IncomingMessageModel.cs │ │ │ │ ├── PostbackMessageModel.cs │ │ │ │ ├── RoleDialogModel.cs │ │ │ │ ├── StateChangeModel.cs │ │ │ │ ├── StateKeyValue.cs │ │ │ │ ├── TokenStatsModel.cs │ │ │ │ └── TruncateMessageRequest.cs │ │ │ └── Settings │ │ │ │ ├── ConversationSetting.cs │ │ │ │ └── RateLimitSetting.cs │ │ ├── Evaluations │ │ │ ├── IEvaluatingService.cs │ │ │ ├── IExecutionLogger.cs │ │ │ ├── Models │ │ │ │ ├── EvaluationRequest.cs │ │ │ │ └── EvaluationResult.cs │ │ │ └── Settings │ │ │ │ └── EvaluatorSetting.cs │ │ ├── Files │ │ │ ├── Constants │ │ │ │ └── FileConstants.cs │ │ │ ├── Converters │ │ │ │ └── IPdf2ImageConverter.cs │ │ │ ├── Enums │ │ │ │ ├── FileSourceType.cs │ │ │ │ └── FileStorageEnum.cs │ │ │ ├── FileCoreSettings.cs │ │ │ ├── IFileInstructService.cs │ │ │ ├── IFileStorageService.cs │ │ │ ├── Models │ │ │ │ ├── BotSharpFile.cs │ │ │ │ ├── ExternalFileModel.cs │ │ │ │ ├── FileBase.cs │ │ │ │ ├── FileBinaryDataModel.cs │ │ │ │ ├── FileDataModel.cs │ │ │ │ ├── FileInformation.cs │ │ │ │ ├── FileSelectContext.cs │ │ │ │ ├── ImageGeneration.cs │ │ │ │ ├── InstructFileModel.cs │ │ │ │ ├── KnowledgeFileModel.cs │ │ │ │ ├── MessageFileModel.cs │ │ │ │ └── SelectFileOptions.cs │ │ │ └── Utilities │ │ │ │ └── FileUtility.cs │ │ ├── Functions │ │ │ ├── IFunctionCallback.cs │ │ │ └── Models │ │ │ │ ├── FunctionCallFromLlm.cs │ │ │ │ ├── FunctionCallingResponse.cs │ │ │ │ ├── FunctionDef.cs │ │ │ │ ├── FunctionParametersDef.cs │ │ │ │ └── ParameterPropertyDef.cs │ │ ├── Google │ │ │ ├── Models │ │ │ │ ├── GoogleAddressResult.cs │ │ │ │ └── GoogleVideoResult.cs │ │ │ └── Settings │ │ │ │ └── GoogleApiSettings.cs │ │ ├── Graph │ │ │ ├── IGraphDb.cs │ │ │ └── Models │ │ │ │ ├── GraphSearchData.cs │ │ │ │ ├── GraphSearchOptions.cs │ │ │ │ └── GraphSearchResult.cs │ │ ├── Infrastructures │ │ │ ├── Enums │ │ │ │ ├── LanguageType.cs │ │ │ │ └── StateConst.cs │ │ │ ├── HookEmittedResult.cs │ │ │ ├── ICacheKey.cs │ │ │ ├── ICacheService.cs │ │ │ ├── SharpCacheAttribute.cs │ │ │ └── SharpCacheSettings.cs │ │ ├── Instructs │ │ │ ├── IInstructHook.cs │ │ │ ├── IInstructService.cs │ │ │ ├── InstructHookBase.cs │ │ │ └── Models │ │ │ │ └── InstructResult.cs │ │ ├── Interpreters │ │ │ ├── Models │ │ │ │ └── InterpretationRequest.cs │ │ │ └── Settings │ │ │ │ └── InterpreterSettings.cs │ │ ├── Knowledges │ │ │ ├── Enums │ │ │ │ ├── KnowledgeCollectionName.cs │ │ │ │ ├── KnowledgeCollectionType.cs │ │ │ │ ├── KnowledgeDocSource.cs │ │ │ │ ├── KnowledgeDocType.cs │ │ │ │ └── KnowledgePayloadName.cs │ │ │ ├── Helpers │ │ │ │ └── TextChopper.cs │ │ │ ├── IKnowledgeHook.cs │ │ │ ├── IKnowledgeService.cs │ │ │ ├── IPaddleOcrConverter.cs │ │ │ ├── IPdf2TextConverter.cs │ │ │ ├── Models │ │ │ │ ├── ChunkOption.cs │ │ │ │ ├── ExtractedKnowledge.cs │ │ │ │ ├── KnowledgeChunk.cs │ │ │ │ ├── KnowledgeCreationModel.cs │ │ │ │ ├── KnowledgeDocMetaData.cs │ │ │ │ ├── KnowledgeFileFilter.cs │ │ │ │ └── UploadKnowledgeResponse.cs │ │ │ └── Settings │ │ │ │ └── KnowledgeBaseSettings.cs │ │ ├── Loggers │ │ │ ├── Enums │ │ │ │ └── ContentLogSource.cs │ │ │ ├── IContentGeneratingHook.cs │ │ │ └── Models │ │ │ │ ├── AgentQueueChangedLogModel.cs │ │ │ │ ├── ContentLogInputModel.cs │ │ │ │ ├── ContentLogOutputModel.cs │ │ │ │ ├── ConversationStateLogModel.cs │ │ │ │ ├── LlmCompletionLog.cs │ │ │ │ └── StateChangeOutputModel.cs │ │ ├── MLTasks │ │ │ ├── IAudioCompletion.cs │ │ │ ├── IChatCompletion.cs │ │ │ ├── IImageCompletion.cs │ │ │ ├── ILlmProviderService.cs │ │ │ ├── ITextCompletion.cs │ │ │ ├── ITextEmbedding.cs │ │ │ └── Settings │ │ │ │ ├── LlmModelSetting.cs │ │ │ │ └── LlmProviderSetting.cs │ │ ├── Messaging │ │ │ ├── BotSharpMessageParser.cs │ │ │ ├── Enums │ │ │ │ ├── EditorTypeEnum.cs │ │ │ │ ├── RichTypeEnum.cs │ │ │ │ ├── SenderActionEnum.cs │ │ │ │ └── TemplateTypeEnum.cs │ │ │ ├── IRichContentService.cs │ │ │ ├── IRichMessage.cs │ │ │ ├── ITemplateMessage.cs │ │ │ ├── JsonConverters │ │ │ │ ├── RichContentJsonConverter .cs │ │ │ │ └── TemplateMessageJsonConverter.cs │ │ │ └── Models │ │ │ │ └── RichContent │ │ │ │ ├── ElementAction.cs │ │ │ │ ├── ElementButton.cs │ │ │ │ ├── QuickReplyElement.cs │ │ │ │ ├── QuickReplyMessage.cs │ │ │ │ ├── Recipient.cs │ │ │ │ ├── RichContent.cs │ │ │ │ ├── SenderActionMessage.cs │ │ │ │ ├── Template │ │ │ │ ├── ButtonTemplateMessage.cs │ │ │ │ ├── CouponTemplateMessage.cs │ │ │ │ ├── GenericTemplateMessage.cs │ │ │ │ ├── MultiSelectTemplateMessage.cs │ │ │ │ └── ProductTemplateMessage.cs │ │ │ │ └── TextMessage.cs │ │ ├── Models │ │ │ ├── AiModel.cs │ │ │ ├── ITrackableMessage.cs │ │ │ ├── KeyValue.cs │ │ │ ├── MessageConfig.cs │ │ │ ├── MessageState.cs │ │ │ └── NameDesc.cs │ │ ├── Options │ │ │ └── BotSharpOptions.cs │ │ ├── Planning │ │ │ ├── IPlanningHook.cs │ │ │ └── ITaskPlanner.cs │ │ ├── Plugins │ │ │ ├── IBotSharpAppPlugin.cs │ │ │ ├── IBotSharpPlugin.cs │ │ │ ├── Models │ │ │ │ ├── PluginConfig.cs │ │ │ │ ├── PluginDef.cs │ │ │ │ ├── PluginFilter.cs │ │ │ │ └── PluginMenuDef.cs │ │ │ ├── PluginDependencyAttribute.cs │ │ │ └── PluginLoaderSettings.cs │ │ ├── Repositories │ │ │ ├── BotSharpDatabaseSettings.cs │ │ │ ├── Enums │ │ │ │ └── RepositoryEnum.cs │ │ │ ├── Filters │ │ │ │ ├── AgentFilter.cs │ │ │ │ ├── AgentTaskFilter.cs │ │ │ │ └── ConversationFilter.cs │ │ │ ├── IBotSharpRepository.cs │ │ │ ├── IBotSharpTable.cs │ │ │ ├── Models │ │ │ │ └── DialogContentUpdateModel.cs │ │ │ └── Records │ │ │ │ ├── AgentRecord.cs │ │ │ │ ├── ConversationRecord.cs │ │ │ │ ├── RecordBase.cs │ │ │ │ ├── RoutingItemRecord.cs │ │ │ │ ├── RoutingProfileRecord.cs │ │ │ │ ├── UserAgentRecord.cs │ │ │ │ └── UserRecord.cs │ │ ├── Routing │ │ │ ├── Enums │ │ │ │ └── RuleType.cs │ │ │ ├── IRoutingContext.cs │ │ │ ├── IRoutingHandler.cs │ │ │ ├── IRoutingHook.cs │ │ │ ├── IRoutingService.cs │ │ │ ├── Models │ │ │ │ ├── DecomposedStep.cs │ │ │ │ ├── RoutableAgent.cs │ │ │ │ ├── RoutingArgs.cs │ │ │ │ ├── RoutingHandlerDef.cs │ │ │ │ └── RoutingRule.cs │ │ │ ├── Planning │ │ │ │ ├── IExecutor.cs │ │ │ │ └── IRoutingPlaner.cs │ │ │ ├── RoutingHandlerBase.cs │ │ │ └── Settings │ │ │ │ └── RoutingSettings.cs │ │ ├── Settings │ │ │ ├── ISettingService.cs │ │ │ └── SettingsMeta.cs │ │ ├── Statistics │ │ │ ├── Model │ │ │ │ └── Statistics.cs │ │ │ └── Settings │ │ │ │ └── StatisticsSettings.cs │ │ ├── Tasks │ │ │ ├── Enums │ │ │ │ └── TaskExecutionStatus.cs │ │ │ ├── IAgentTaskService.cs │ │ │ └── Models │ │ │ │ └── AgentTask.cs │ │ ├── Templating │ │ │ ├── IResponseTemplateService.cs │ │ │ └── ITemplateRender.cs │ │ ├── Translation │ │ │ ├── Attributes │ │ │ │ └── TranslateAttribute.cs │ │ │ ├── ITranslationService.cs │ │ │ └── Models │ │ │ │ ├── TranslationInput.cs │ │ │ │ ├── TranslationMemory.cs │ │ │ │ ├── TranslationMemoryQuery.cs │ │ │ │ └── TranslationOutput.cs │ │ ├── Users │ │ │ ├── Enums │ │ │ │ ├── UserRole.cs │ │ │ │ ├── UserSource.cs │ │ │ │ └── UserType.cs │ │ │ ├── IAuthenticationHook.cs │ │ │ ├── IUserIdentity.cs │ │ │ ├── IUserService.cs │ │ │ ├── Models │ │ │ │ ├── Token.cs │ │ │ │ ├── User.cs │ │ │ │ └── UserActivationModel.cs │ │ │ └── Settings │ │ │ │ └── AccountSetting.cs │ │ ├── Using.cs │ │ ├── Utilities │ │ │ ├── EnumHelper.cs │ │ │ ├── GuidExtensitions.cs │ │ │ ├── JsonExtensions.cs │ │ │ ├── ListExtenstions.cs │ │ │ ├── Pagination.cs │ │ │ ├── StringExtensions.cs │ │ │ └── StringIdPagination.cs │ │ └── VectorStorage │ │ │ ├── Enums │ │ │ └── VectorDataSource.cs │ │ │ ├── Extensions │ │ │ └── VectorStorageExtension.cs │ │ │ ├── IVectorDb.cs │ │ │ └── Models │ │ │ ├── VectorCollectionConfigFilter.cs │ │ │ ├── VectorCollectionConfigModel.cs │ │ │ ├── VectorCollectionData.cs │ │ │ ├── VectorCreateModel.cs │ │ │ ├── VectorFilter.cs │ │ │ ├── VectorSearchOptions.cs │ │ │ ├── VectorSearchResult.cs │ │ │ └── VectorUpdateModel.cs │ ├── BotSharp.Core │ │ ├── Agents │ │ │ ├── AgentPlugin.cs │ │ │ └── Services │ │ │ │ ├── AgentService.CreateAgent.cs │ │ │ │ ├── AgentService.DeleteAgent.cs │ │ │ │ ├── AgentService.GetAgents.cs │ │ │ │ ├── AgentService.GetPlugin.cs │ │ │ │ ├── AgentService.LoadAgent.cs │ │ │ │ ├── AgentService.RefreshAgents.cs │ │ │ │ ├── AgentService.Rendering.cs │ │ │ │ ├── AgentService.UpdateAgent.cs │ │ │ │ └── AgentService.cs │ │ ├── BotSharp.Core.csproj │ │ ├── BotSharp.Core.csproj.user │ │ ├── BotSharpCoreExtensions.cs │ │ ├── Conversations │ │ │ ├── ConversationPlugin.cs │ │ │ └── Services │ │ │ │ ├── ConversationProgressService.cs │ │ │ │ ├── ConversationService.Log.cs │ │ │ │ ├── ConversationService.SendMessage.cs │ │ │ │ ├── ConversationService.Summary.cs │ │ │ │ ├── ConversationService.TruncateMessage.cs │ │ │ │ ├── ConversationService.UpdateBreakpoint.cs │ │ │ │ ├── ConversationService.cs │ │ │ │ ├── ConversationStateService.cs │ │ │ │ ├── ConversationStorage.cs │ │ │ │ └── TokenStatistics.cs │ │ ├── Evaluations │ │ │ ├── EvaluatingService.cs │ │ │ ├── EvaluationConversationHook.cs │ │ │ ├── EvaluationPlugin.cs │ │ │ └── ExecutionLogger.cs │ │ ├── Files │ │ │ ├── FileCorePlugin.cs │ │ │ └── Services │ │ │ │ ├── Instruct │ │ │ │ ├── FileInstructService.Audio.cs │ │ │ │ ├── FileInstructService.Image.cs │ │ │ │ ├── FileInstructService.Pdf.cs │ │ │ │ ├── FileInstructService.SelectFile.cs │ │ │ │ └── FileInstructService.cs │ │ │ │ └── Storage │ │ │ │ ├── LocalFileStorageService.Audio.cs │ │ │ │ ├── LocalFileStorageService.Common.cs │ │ │ │ ├── LocalFileStorageService.Conversation.cs │ │ │ │ ├── LocalFileStorageService.KnowledgeBase.cs │ │ │ │ ├── LocalFileStorageService.User.cs │ │ │ │ └── LocalFileStorageService.cs │ │ ├── Infrastructures │ │ │ ├── CompletionProvider.cs │ │ │ ├── DistributedLocker.cs │ │ │ ├── HookEmitter.cs │ │ │ ├── LlmProviderPlugin.cs │ │ │ ├── LlmProviderService.cs │ │ │ ├── MemoryCacheService.cs │ │ │ ├── RedisCacheService.cs │ │ │ ├── SettingService.cs │ │ │ └── Utilities.cs │ │ ├── Instructs │ │ │ └── InstructService.cs │ │ ├── Messaging │ │ │ └── RichContentService.cs │ │ ├── Plugins │ │ │ └── PluginLoader.cs │ │ ├── Repository │ │ │ ├── BotSharpDbContext.cs │ │ │ ├── DataContextHelper.cs │ │ │ ├── FileRepository │ │ │ │ ├── FileRepository.Agent.cs │ │ │ │ ├── FileRepository.AgentTask.cs │ │ │ │ ├── FileRepository.Conversation.cs │ │ │ │ ├── FileRepository.KnowledgeBase.cs │ │ │ │ ├── FileRepository.Log.cs │ │ │ │ ├── FileRepository.Plugin.cs │ │ │ │ ├── FileRepository.Stats.cs │ │ │ │ ├── FileRepository.Transaction.cs │ │ │ │ ├── FileRepository.Translation.cs │ │ │ │ ├── FileRepository.User.cs │ │ │ │ └── FileRepository.cs │ │ │ └── RepositoryPlugin.cs │ │ ├── Routing │ │ │ ├── Functions │ │ │ │ ├── FallbackToRouterFn.cs │ │ │ │ ├── HumanInterventionNeededFn.cs │ │ │ │ └── RouteToAgentFn.cs │ │ │ ├── Handlers │ │ │ │ ├── ContinueExecuteTaskRoutingHandler.cs │ │ │ │ ├── InterruptTaskExecutionRoutingHandler.cs │ │ │ │ ├── RetrieveDataFromAgentRoutingHandler.cs │ │ │ │ └── RouteToAgentRoutingHandler.cs │ │ │ ├── Hooks │ │ │ │ └── RoutingAgentHook.cs │ │ │ ├── Planning │ │ │ │ ├── HFPlanner.cs │ │ │ │ ├── InstructExecutor.cs │ │ │ │ ├── NaivePlanner.cs │ │ │ │ ├── PlannerHelper.cs │ │ │ │ ├── SequentialPlanner.cs │ │ │ │ └── TwoStagePlanner │ │ │ │ │ ├── FirstStagePlan.cs │ │ │ │ │ ├── FirstStagePlanParameter.cs │ │ │ │ │ ├── SecondStagePlan.cs │ │ │ │ │ └── SecondStagePlanParameter.cs │ │ │ ├── RoutingContext.cs │ │ │ ├── RoutingPlugin.cs │ │ │ ├── RoutingService.GetConversationContent.cs │ │ │ ├── RoutingService.GetPlanner.cs │ │ │ ├── RoutingService.HasMissingRequiredField.cs │ │ │ ├── RoutingService.InvokeAgent.cs │ │ │ ├── RoutingService.InvokeFunction.cs │ │ │ └── RoutingService.cs │ │ ├── Tasks │ │ │ ├── Services │ │ │ │ └── AgentTaskService.cs │ │ │ └── TaskPlugin.cs │ │ ├── Templating │ │ │ ├── ResponseTemplateService.cs │ │ │ └── TemplateRender.cs │ │ ├── Translation │ │ │ ├── TranslationPlugin.cs │ │ │ ├── TranslationResponseHook.cs │ │ │ └── TranslationService.cs │ │ ├── Users │ │ │ └── Services │ │ │ │ ├── UserIdentity.cs │ │ │ │ └── UserService.cs │ │ ├── Using.cs │ │ └── data │ │ │ ├── agents │ │ │ ├── 01dcc3e5-0af7-49e6-ad7a-a760bd12dc4b │ │ │ │ ├── agent.json │ │ │ │ ├── functions │ │ │ │ │ └── human_intervention_needed.json │ │ │ │ └── instructions │ │ │ │ │ └── instruction.liquid │ │ │ ├── 01e2fc5c-2c89-4ec7-8470-7688608b496c │ │ │ │ ├── agent.json │ │ │ │ └── instructions │ │ │ │ │ └── instruction.liquid │ │ │ ├── 01fcc3e5-0af7-49e6-ad7a-a760bd12dc4d │ │ │ │ ├── agent.json │ │ │ │ └── instructions │ │ │ │ │ └── instruction.liquid │ │ │ ├── 01fcc3e5-9af7-49e6-ad7a-a760bd12dc4a │ │ │ │ ├── agent.json │ │ │ │ ├── instructions │ │ │ │ │ └── instruction.liquid │ │ │ │ └── templates │ │ │ │ │ ├── .welcome.liquid │ │ │ │ │ ├── conversation.summary.liquid │ │ │ │ │ ├── database_knowledge.liquid │ │ │ │ │ ├── planner_prompt.hf.liquid │ │ │ │ │ ├── planner_prompt.naive.liquid │ │ │ │ │ ├── planner_prompt.sequential.get_remaining_task.liquid │ │ │ │ │ ├── planner_prompt.sequential.liquid │ │ │ │ │ ├── response_with_function.liquid │ │ │ │ │ └── translation_prompt.liquid │ │ │ ├── 6745151e-6d46-4a02-8de4-1c4f21c7da95 │ │ │ │ ├── agent.json │ │ │ │ ├── instructions │ │ │ │ │ └── instruction.liquid │ │ │ │ └── templates │ │ │ │ │ └── select_file_prompt.liquid │ │ │ └── dfd9b46d-d00c-40af-8a75-3fbdc2b89869 │ │ │ │ ├── agent.json │ │ │ │ ├── instructions │ │ │ │ └── instruction.liquid │ │ │ │ └── templates │ │ │ │ ├── instruction.executor.liquid │ │ │ │ └── instruction.reviewer.liquid │ │ │ └── plugins │ │ │ └── config.json │ ├── BotSharp.Logger │ │ ├── BotSharp.Logger.csproj │ │ ├── BotSharpLoggerExtensions.cs │ │ ├── Hooks │ │ │ ├── CommonContentGeneratingHook.cs │ │ │ ├── RateLimitConversationHook.cs │ │ │ ├── TokenStatsConversationHook.cs │ │ │ └── VerboseLogHook.cs │ │ └── Using.cs │ └── BotSharp.OpenAPI │ │ ├── BackgroundServices │ │ └── ConversationTimeoutService.cs │ │ ├── BotSharp.OpenAPI.csproj │ │ ├── BotSharpOpenApiExtensions.cs │ │ ├── Controllers │ │ ├── AgentController.cs │ │ ├── AgentTaskController.cs │ │ ├── ApplicationController.cs │ │ ├── ConversationController.cs │ │ ├── EvaluatorController.cs │ │ ├── FileController.cs │ │ ├── GoogleController.cs │ │ ├── InstructModeController.cs │ │ ├── KnowledgeBaseController.cs │ │ ├── LlmProviderController.cs │ │ ├── LoggerController.cs │ │ ├── PluginController.cs │ │ ├── RouterController.cs │ │ ├── SettingController.cs │ │ ├── TextEmbeddingController.cs │ │ ├── TranslationController.cs │ │ └── UserController.cs │ │ ├── Filters │ │ └── UserSingleLoginFilter.cs │ │ ├── Using.cs │ │ └── ViewModels │ │ ├── Agents │ │ ├── AgentCreationModel.cs │ │ ├── AgentTaskCreateModel.cs │ │ ├── AgentTaskUpdateModel.cs │ │ ├── AgentTaskViewModel.cs │ │ ├── AgentTemplatePatchModel.cs │ │ ├── AgentUpdateModel.cs │ │ ├── AgentViewModel.cs │ │ └── RoutingRuleUpdateModel.cs │ │ ├── Conversations │ │ ├── ChatResponseModel.cs │ │ ├── ConversationCreationModel.cs │ │ ├── ConversationSummaryModel.cs │ │ ├── ConversationViewModel.cs │ │ ├── InputMessageFiles.cs │ │ ├── NewMessageModel.cs │ │ └── UpdateConversationTitleModel.cs │ │ ├── Embeddings │ │ └── EmbeddingInputModel.cs │ │ ├── Files │ │ └── MessageFileViewModel.cs │ │ ├── Instructs │ │ ├── ImageGenerationViewModel.cs │ │ ├── InstructBaseRequest.cs │ │ ├── InstructBaseViewModel.cs │ │ ├── InstructMessageModel.cs │ │ ├── MultiModalViewModel.cs │ │ ├── PdfCompletionViewModel.cs │ │ └── SpeechToTextViewModel.cs │ │ ├── Knowledges │ │ ├── CreateVectorCollectionRequest.cs │ │ ├── GetKnowledgeDocsRequest.cs │ │ ├── GraphKnowledgeViewModel.cs │ │ ├── KnowledgeFileViewModel.cs │ │ ├── SearchGraphKnowledgeRequest.cs │ │ ├── SearchVectorKnowledgeRequest.cs │ │ ├── VectorKnowledgeCreateRequest.cs │ │ ├── VectorKnowledgeUpdateRequest.cs │ │ ├── VectorKnowledgeUploadRequest.cs │ │ └── VectorKnowledgeViewModel.cs │ │ ├── Translations │ │ ├── TranslationRequestModel.cs │ │ └── TranslationResponseModel.cs │ │ └── Users │ │ ├── UserAvatarModel.cs │ │ ├── UserCreationModel.cs │ │ ├── UserResetPasswordModel.cs │ │ └── UserViewModel.cs ├── Plugins │ ├── BotSharp.Plugin.AnthropicAI │ │ ├── AnthropicPlugin.cs │ │ ├── BotSharp.Plugin.AnthropicAI.csproj │ │ ├── Providers │ │ │ └── ChatCompletionProvider.cs │ │ ├── Settings │ │ │ ├── AnthropicSettings.cs │ │ │ └── ClaudeSetting.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.AudioHandler │ │ ├── AudioHandlerPlugin.cs │ │ ├── BotSharp.Plugin.AudioHandler.csproj │ │ ├── Enums │ │ │ ├── AudioType.cs │ │ │ └── UtilityName.cs │ │ ├── Functions │ │ │ └── HandleAudioRequestFn.cs │ │ ├── Helpers │ │ │ └── AudioHelper.cs │ │ ├── Hooks │ │ │ ├── AudioHandlerHook.cs │ │ │ └── AudioHandlerUtilityHook.cs │ │ ├── LlmContexts │ │ │ ├── LlmContextIn.cs │ │ │ └── LlmContextOut.cs │ │ ├── Models │ │ │ └── AudioOutput.cs │ │ ├── Provider │ │ │ └── NativeWhisperProvider.cs │ │ ├── Settings │ │ │ └── AudioHandlerSettings.cs │ │ ├── Using.cs │ │ └── data │ │ │ └── agents │ │ │ └── 6745151e-6d46-4a02-8de4-1c4f21c7da95 │ │ │ ├── functions │ │ │ └── handle_audio_request.json │ │ │ └── templates │ │ │ └── handle_audio_request.fn.liquid │ ├── BotSharp.Plugin.AzureOpenAI │ │ ├── AzureOpenAiPlugin.cs │ │ ├── BotSharp.Plugin.AzureOpenAI.csproj │ │ ├── Models │ │ │ ├── TextCompletionRequest.cs │ │ │ └── TextCompletionResponse.cs │ │ ├── Providers │ │ │ ├── Audio │ │ │ │ ├── AudioCompletionProvider.SpeechToText.cs │ │ │ │ ├── AudioCompletionProvider.TextToSpeech.cs │ │ │ │ └── AudioCompletionProvider.cs │ │ │ ├── Chat │ │ │ │ └── ChatCompletionProvider.cs │ │ │ ├── Embedding │ │ │ │ └── TextEmbeddingProvider.cs │ │ │ ├── Image │ │ │ │ ├── ImageCompletionProvider.Edit.cs │ │ │ │ ├── ImageCompletionProvider.Generation.cs │ │ │ │ ├── ImageCompletionProvider.Variation.cs │ │ │ │ └── ImageCompletionProvider.cs │ │ │ ├── ProviderHelper.cs │ │ │ └── Text │ │ │ │ └── TextCompletionProvider.cs │ │ ├── Settings │ │ │ └── AzureOpenAiSettings.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.ChatHub │ │ ├── BotSharp.Plugin.ChatHub.csproj │ │ ├── ChatHubPlugin.cs │ │ ├── Controllers │ │ │ └── ChatHubController.cs │ │ ├── Hooks │ │ │ ├── ChatHubConversationHook.cs │ │ │ ├── StreamingLogHook.cs │ │ │ └── WelcomeHook.cs │ │ ├── SignalRHub.cs │ │ ├── Using.cs │ │ └── WebSocketsMiddleware.cs │ ├── BotSharp.Plugin.ChatbotUI │ │ ├── BotSharp.Plugin.ChatbotUI.csproj │ │ ├── Chatbot-UI.md │ │ ├── ChatbotUiController.cs │ │ └── ViewModels │ │ │ ├── OpenAiChatOutput.cs │ │ │ ├── OpenAiChoice.cs │ │ │ ├── OpenAiMessageBody.cs │ │ │ ├── OpenAiMessageInput.cs │ │ │ └── OpenAiModels.cs │ ├── BotSharp.Plugin.Dashboard │ │ ├── BotSharp.Plugin.Dashboard.csproj │ │ ├── DashboardPlugin.cs │ │ ├── Hooks │ │ │ └── StatsConversationHook.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.EmailHandler │ │ ├── BotSharp.Plugin.EmailHandler.csproj │ │ ├── EmailHandlerPlugin.cs │ │ ├── Enums │ │ │ └── UtilityName.cs │ │ ├── Functions │ │ │ ├── HandleEmailReaderFn.cs │ │ │ └── HandleEmailSenderFn.cs │ │ ├── Hooks │ │ │ ├── EmailHandlerUtilityHook.cs │ │ │ ├── EmailReaderHook.cs │ │ │ └── EmailSenderHook.cs │ │ ├── LlmContexts │ │ │ ├── LlmContextIn.cs │ │ │ ├── LlmContextOut.cs │ │ │ └── LlmContextReader.cs │ │ ├── Models │ │ │ ├── EmailModel.cs │ │ │ └── EmailSubjectElement.cs │ │ ├── Providers │ │ │ ├── DefaultEmailReader.cs │ │ │ └── IEmailReader.cs │ │ ├── Settings │ │ │ ├── EmailReaderSettings.cs │ │ │ └── EmailSenderSettings.cs │ │ ├── Using.cs │ │ └── data │ │ │ └── agents │ │ │ └── 6745151e-6d46-4a02-8de4-1c4f21c7da95 │ │ │ ├── functions │ │ │ ├── handle_email_reader.json │ │ │ └── handle_email_sender.json │ │ │ └── templates │ │ │ ├── handle_email_reader.fn.liquid │ │ │ └── handle_email_sender.fn.liquid │ ├── BotSharp.Plugin.ExcelHandler │ │ ├── BotSharp.Plugin.ExcelHandler.csproj │ │ ├── Enums │ │ │ └── UtilityName.cs │ │ ├── ExcelHandlerPlugin.cs │ │ ├── Functions │ │ │ └── HandleExcelRequestFn.cs │ │ ├── Helpers │ │ │ ├── MySql │ │ │ │ ├── IMySqlDbHelper.cs │ │ │ │ └── MySqlDbHelpers.cs │ │ │ └── Sqlite │ │ │ │ ├── ISqliteDbHelpers.cs │ │ │ │ └── SqliteDbHelpers.cs │ │ ├── Hooks │ │ │ ├── ExcelHandlerHook.cs │ │ │ └── ExcelHandlerUtilityHook.cs │ │ ├── LlmContexts │ │ │ ├── LlmContextIn.cs │ │ │ └── LlmContextOut.cs │ │ ├── Models │ │ │ └── SqlContextOut.cs │ │ ├── Services │ │ │ ├── IDbService.cs │ │ │ ├── IMySqlService.cs │ │ │ ├── ISqliteService.cs │ │ │ ├── MySqlService.cs │ │ │ └── SqliteService.cs │ │ ├── Settings │ │ │ └── ExcelHandlerSettings.cs │ │ ├── Using.cs │ │ └── data │ │ │ └── agents │ │ │ └── 6745151e-6d46-4a02-8de4-1c4f21c7da95 │ │ │ ├── functions │ │ │ └── handle_excel_request.json │ │ │ └── templates │ │ │ └── handle_excel_request.fn.liquid │ ├── BotSharp.Plugin.FileHandler │ │ ├── BotSharp.Plugin.FileHandler.csproj │ │ ├── Enums │ │ │ └── UtilityName.cs │ │ ├── FileHandlerPlugin.cs │ │ ├── Functions │ │ │ ├── EditImageFn.cs │ │ │ ├── GenerateImageFn.cs │ │ │ ├── ReadImageFn.cs │ │ │ └── ReadPdfFn.cs │ │ ├── Hooks │ │ │ ├── FileHandlerHook.cs │ │ │ └── FileHandlerUtilityHook.cs │ │ ├── LlmContexts │ │ │ ├── LlmContextIn.cs │ │ │ └── LlmContextOut.cs │ │ ├── Settings │ │ │ └── FileHandlerSettings.cs │ │ ├── Using.cs │ │ └── data │ │ │ └── agents │ │ │ └── 6745151e-6d46-4a02-8de4-1c4f21c7da95 │ │ │ ├── functions │ │ │ ├── edit_image.json │ │ │ ├── generate_image.json │ │ │ ├── read_image.json │ │ │ └── read_pdf.json │ │ │ └── templates │ │ │ ├── edit_image.fn.liquid │ │ │ ├── generate_image.fn.liquid │ │ │ ├── read_image.fn.liquid │ │ │ └── read_pdf.fn.liquid │ ├── BotSharp.Plugin.GoogleAI │ │ ├── BotSharp.Plugin.GoogleAI.csproj │ │ ├── GoogleAiPlugin.cs │ │ ├── Providers │ │ │ ├── ChatCompletionProvider.cs │ │ │ └── TextCompletionProvider.cs │ │ ├── Settings │ │ │ ├── GoogleAiSettings.cs │ │ │ └── PaLMSetting.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.Graph │ │ ├── BotSharp.Plugin.Graph.csproj │ │ ├── GraphDb.cs │ │ ├── GraphDbSettings.cs │ │ ├── GraphPlugin.cs │ │ ├── Models │ │ │ └── GraphQueryRequest.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.HttpHandler │ │ ├── BotSharp.Plugin.HttpHandler.csproj │ │ ├── Enums │ │ │ └── UtilityName.cs │ │ ├── Functions │ │ │ └── HandleHttpRequestFn.cs │ │ ├── Hooks │ │ │ ├── HttpHandlerHook.cs │ │ │ └── HttpHandlerUtilityHook.cs │ │ ├── HttpHandlerPlugin.cs │ │ ├── LlmContexts │ │ │ └── LlmContextIn.cs │ │ ├── Settings │ │ │ └── HttpHandlerSettings.cs │ │ ├── Using.cs │ │ └── data │ │ │ └── agents │ │ │ ├── 6745151e-6d46-4a02-8de4-1c4f21c7da95 │ │ │ ├── functions │ │ │ │ └── handle_http_request.json │ │ │ └── templates │ │ │ │ └── handle_http_request.fn.liquid │ │ │ └── 87c458fc-ec5f-40ae-8ed6-05dda8a07523 │ │ │ ├── agent.json │ │ │ └── instructions │ │ │ └── instruction.liquid │ ├── BotSharp.Plugin.HuggingFace │ │ ├── BotSharp.Plugin.HuggingFace.csproj │ │ ├── DataModels │ │ │ ├── InferenceInput.cs │ │ │ ├── InferenceInputOptions.cs │ │ │ ├── InferenceInputParameters.cs │ │ │ └── TextGenResponse.cs │ │ ├── HuggingChat-UI.md │ │ ├── HuggingChat │ │ │ ├── HuggingChatController.cs │ │ │ ├── TextToken.cs │ │ │ └── ViewModels │ │ │ │ ├── ChatInput.cs │ │ │ │ ├── ChatResponse.cs │ │ │ │ ├── ConversationCreationModel.cs │ │ │ │ └── ConversationViewModel.cs │ │ ├── HuggingFacePlugin.cs │ │ ├── Providers │ │ │ └── ChatCompletionProvider.cs │ │ ├── Services │ │ │ ├── AuthHeaderHandler.cs │ │ │ └── IInferenceApi.cs │ │ ├── Settings │ │ │ └── HuggingFaceSettings.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.KnowledgeBase │ │ ├── BotSharp.Plugin.KnowledgeBase.csproj │ │ ├── Converters │ │ │ └── PigPdf2TextConverter.cs │ │ ├── Enum │ │ │ └── UtilityName.cs │ │ ├── Functions │ │ │ ├── ConfirmKnowledgePersistenceFn.cs │ │ │ ├── KnowledgeRetrievalFn.cs │ │ │ └── MemorizeKnowledgeFn.cs │ │ ├── Helpers │ │ │ ├── KnowledgeSettingHelper.cs │ │ │ └── VectorHelper.cs │ │ ├── Hooks │ │ │ ├── KnowledgeBaseAgentHook.cs │ │ │ └── KnowledgeBaseUtilityHook.cs │ │ ├── KnowledgeBasePlugin.cs │ │ ├── MemVecDb │ │ │ ├── MemVecDbPlugin.cs │ │ │ ├── MemoryVectorDb.cs │ │ │ └── VecRecord.cs │ │ ├── Services │ │ │ ├── KnowledgeService.Common.cs │ │ │ ├── KnowledgeService.Document.cs │ │ │ ├── KnowledgeService.Graph.cs │ │ │ ├── KnowledgeService.Vector.cs │ │ │ └── KnowledgeService.cs │ │ ├── Using.cs │ │ └── data │ │ │ └── agents │ │ │ ├── 01acc3e5-0af7-49e6-ad7a-a760bd12dc40 │ │ │ ├── agent.json │ │ │ ├── functions │ │ │ │ ├── confirm_knowledge_persistence.json │ │ │ │ └── memorize_knowledge.json │ │ │ └── instructions │ │ │ │ └── instruction.liquid │ │ │ └── 6745151e-6d46-4a02-8de4-1c4f21c7da95 │ │ │ ├── functions │ │ │ └── knowledge_retrieval.json │ │ │ └── templates │ │ │ └── knowledge_retrieval.fn.liquid │ ├── BotSharp.Plugin.LLamaSharp │ │ ├── BotSharp.Plugin.LLamaSharp.csproj │ │ ├── LLamaSharpPlugin.cs │ │ ├── LlamaAiModel.cs │ │ ├── Providers │ │ │ ├── ChatCompletionProvider.cs │ │ │ ├── TextCompletionProvider.cs │ │ │ └── TextEmbeddingProvider.cs │ │ ├── Settings │ │ │ └── LlamaSharpSettings.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.MetaAI │ │ ├── BotSharp.Plugin.MetaAI.csproj │ │ ├── MetaAiPlugin.cs │ │ ├── Providers │ │ │ └── fastTextEmbeddingProvider.cs │ │ └── Settings │ │ │ ├── MetaAiSettings.cs │ │ │ └── fastTextSetting.cs │ ├── BotSharp.Plugin.MetaGLM │ │ ├── AuthenicationUtils.cs │ │ ├── BotSharp.Plugin.MetaGLM.csproj │ │ ├── MessageItemConverter.cs │ │ ├── MetaGLMClient.cs │ │ ├── MetaGLMPlugin.cs │ │ ├── Models │ │ │ ├── RequestModels │ │ │ │ ├── EmbeddingRequestBase.cs │ │ │ │ ├── FunctionModels │ │ │ │ │ ├── FunctionParameterDescriptor.cs │ │ │ │ │ ├── FunctionParameters.cs │ │ │ │ │ └── FunctionTool.cs │ │ │ │ ├── ImageRequestBase.cs │ │ │ │ ├── ImageToTextModels │ │ │ │ │ ├── ContentType.cs │ │ │ │ │ ├── ImageToTextMessageItem.cs │ │ │ │ │ └── ImageUrlType.cs │ │ │ │ ├── MessageItem.cs │ │ │ │ └── TextRequestBase.cs │ │ │ └── ResponseModels │ │ │ │ ├── EmbeddingModels │ │ │ │ ├── EmbeddingDataItem.cs │ │ │ │ └── EmbeddingResponseBase.cs │ │ │ │ ├── ImageGenerationModels │ │ │ │ ├── ImageResponseBase.cs │ │ │ │ └── ImageResponseDataItem.cs │ │ │ │ ├── ResponseBase.cs │ │ │ │ ├── ResponseChoiceDelta.cs │ │ │ │ ├── ResponseChoiceItem.cs │ │ │ │ └── ToolModels │ │ │ │ ├── FunctionDescriptor.cs │ │ │ │ └── ToolCallItem.cs │ │ ├── Modules │ │ │ ├── Chat.cs │ │ │ ├── Embeddings.cs │ │ │ └── Images.cs │ │ ├── Providers │ │ │ ├── ChatCompletionProvider.cs │ │ │ └── ProviderHelper.cs │ │ ├── Settings │ │ │ └── MetaGLMSettings.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.MetaMessenger │ │ ├── BotSharp.Plugin.MetaMessenger.csproj │ │ ├── Controllers │ │ │ └── WebhookController.cs │ │ ├── GraphAPIs │ │ │ ├── AuthHeaderHandler.cs │ │ │ └── IMessengerGraphAPI.cs │ │ ├── MessagingModels │ │ │ ├── AttachmentBody.cs │ │ │ ├── AttachmentMessage.cs │ │ │ ├── ButtonItem.cs │ │ │ ├── SendingMessageRequest.cs │ │ │ └── SendingMessageResponse.cs │ │ ├── MetaMessengerPlugin.cs │ │ ├── Services │ │ │ ├── ConditionalSerialization.cs │ │ │ └── MessageHandleService.cs │ │ ├── Settings │ │ │ └── MetaMessengerSetting.cs │ │ ├── Using.cs │ │ └── WebhookModels │ │ │ ├── WebhookMessage.cs │ │ │ ├── WebhookMessageBody.cs │ │ │ ├── WebhookMessagePostback.cs │ │ │ ├── WebhookMessageUser.cs │ │ │ ├── WebhookObject.cs │ │ │ ├── WebhookRequest.cs │ │ │ └── WebhookResponse.cs │ ├── BotSharp.Plugin.MongoStorage │ │ ├── BotSharp.Plugin.MongoStorage.csproj │ │ ├── Collections │ │ │ ├── AgentDocument.cs │ │ │ ├── AgentTaskDocument.cs │ │ │ ├── ConversationContentLogDocument.cs │ │ │ ├── ConversationDialogDocument.cs │ │ │ ├── ConversationDocument.cs │ │ │ ├── ConversationStateDocument.cs │ │ │ ├── ConversationStateLogDocument.cs │ │ │ ├── ExecutionLogDocument.cs │ │ │ ├── KnowledgeCollectionConfigDocument.cs │ │ │ ├── KnowledgeCollectionFileMetaDocument.cs │ │ │ ├── LlmCompletionLogDocument.cs │ │ │ ├── PluginDocument.cs │ │ │ ├── TranslationMemoryDocument.cs │ │ │ ├── UserAgentDocument.cs │ │ │ └── UserDocument.cs │ │ ├── Models │ │ │ ├── AgentLlmConfigMongoElement.cs │ │ │ ├── AgentResponseMongoElement.cs │ │ │ ├── AgentTemplateMongoElement.cs │ │ │ ├── BreakpointMongoElement.cs │ │ │ ├── ChannelInstructionMongoElement.cs │ │ │ ├── DialogMongoElement.cs │ │ │ ├── FunctionDefMongoElement.cs │ │ │ ├── KnowledgeEmbeddingConfigMongoModel.cs │ │ │ ├── KnowledgeFileMetaRefMongoModel.cs │ │ │ ├── KnowledgeVectorStoreConfigMongoModel.cs │ │ │ ├── PromptLogMongoElement.cs │ │ │ ├── RoutingRuleMongoElement.cs │ │ │ ├── StateMongoElement.cs │ │ │ └── TranslationMemoryMongoElement.cs │ │ ├── MongoBase.cs │ │ ├── MongoDbContext.cs │ │ ├── MongoStoragePlugin.cs │ │ ├── Repository │ │ │ ├── MongoRepository.Agent.cs │ │ │ ├── MongoRepository.AgentTask.cs │ │ │ ├── MongoRepository.Conversation.cs │ │ │ ├── MongoRepository.KnowledgeBase.cs │ │ │ ├── MongoRepository.Log.cs │ │ │ ├── MongoRepository.Plugin.cs │ │ │ ├── MongoRepository.Stats.cs │ │ │ ├── MongoRepository.Transaction.cs │ │ │ ├── MongoRepository.Translation.cs │ │ │ ├── MongoRepository.User.cs │ │ │ └── MongoRepository.cs │ │ ├── StringGuidIdGenerator.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.OpenAI │ │ ├── BotSharp.Plugin.OpenAI.csproj │ │ ├── Models │ │ │ ├── SpeechToTextRequest.cs │ │ │ ├── TextCompletionRequest.cs │ │ │ └── TextCompletionResponse.cs │ │ ├── OpenAiPlugin.cs │ │ ├── Providers │ │ │ ├── Audio │ │ │ │ ├── AudioCompletionProvider.SpeechToText.cs │ │ │ │ ├── AudioCompletionProvider.TextToSpeech.cs │ │ │ │ └── AudioCompletionProvider.cs │ │ │ ├── Chat │ │ │ │ └── ChatCompletionProvider.cs │ │ │ ├── Embedding │ │ │ │ └── TextEmbeddingProvider.cs │ │ │ ├── Image │ │ │ │ ├── ImageCompletionProvider.Edit.cs │ │ │ │ ├── ImageCompletionProvider.Generation.cs │ │ │ │ ├── ImageCompletionProvider.Variation.cs │ │ │ │ └── ImageCompletionProvider.cs │ │ │ ├── ProviderHelper.cs │ │ │ └── Text │ │ │ │ └── TextCompletionProvider.cs │ │ ├── Settings │ │ │ └── OpenAiSettings.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.PaddleSharp │ │ ├── BotSharp.Plugin.PaddleSharp.csproj │ │ ├── PaddleSharpPlugin.cs │ │ ├── Providers │ │ │ ├── PaddleOcrConverter.cs │ │ │ └── Pdf2TextConverter.cs │ │ └── Settings │ │ │ └── PaddleSharpSettings.cs │ ├── BotSharp.Plugin.Planner │ │ ├── BotSharp.Plugin.Planner.csproj │ │ ├── Enums │ │ │ └── UtilityName.cs │ │ ├── Functions │ │ │ ├── PrimaryStagePlanFn.cs │ │ │ ├── SecondaryStagePlanFn.cs │ │ │ └── SummaryPlanFn.cs │ │ ├── Hooks │ │ │ ├── PlannerAgentHook.cs │ │ │ └── PlannerUtilityHook.cs │ │ ├── PlannerPlugin.cs │ │ ├── TwoStaging │ │ │ ├── Models │ │ │ │ ├── FirstStagePlan.cs │ │ │ │ ├── PrimaryRequirementRequest.cs │ │ │ │ ├── SecondStagePlan.cs │ │ │ │ └── SecondaryBreakdownTask.cs │ │ │ └── TwoStageTaskPlanner.cs │ │ ├── Using.cs │ │ └── data │ │ │ └── agents │ │ │ ├── 282a7128-69a1-44b0-878c-a9159b88f3b9 │ │ │ ├── agent.json │ │ │ ├── functions │ │ │ │ ├── plan_primary_stage.json │ │ │ │ ├── plan_secondary_stage.json │ │ │ │ └── plan_summary.json │ │ │ ├── instructions │ │ │ │ └── instruction.liquid │ │ │ └── templates │ │ │ │ ├── database.dictionary.sql.liquid │ │ │ │ ├── database.summarize.mysql.liquid │ │ │ │ ├── database.summarize.sqlserver.liquid │ │ │ │ ├── two_stage.1st.plan.liquid │ │ │ │ ├── two_stage.2nd.plan.liquid │ │ │ │ ├── two_stage.next.liquid │ │ │ │ └── two_stage.summarize.liquid │ │ │ └── 6745151e-6d46-4a02-8de4-1c4f21c7da95 │ │ │ └── templates │ │ │ ├── plan_primary_stage.fn.liquid │ │ │ ├── plan_secondary_stage.fn.liquid │ │ │ └── plan_summary.fn.liquid │ ├── BotSharp.Plugin.PythonInterpreter │ │ ├── BotSharp.Plugin.PythonInterpreter.csproj │ │ ├── Enums │ │ │ └── UtilityName.cs │ │ ├── Functions │ │ │ └── InterpretationFn.cs │ │ ├── Hooks │ │ │ ├── InterpreterAgentHook.cs │ │ │ └── InterpreterUtilityHook.cs │ │ ├── InterpreterPlugin.cs │ │ ├── Using.cs │ │ └── data │ │ │ └── agents │ │ │ └── 6745151e-6d46-4a02-8de4-1c4f21c7da95 │ │ │ ├── functions │ │ │ └── python_interpreter.json │ │ │ └── templates │ │ │ └── python_interpreter.fn.liquid │ ├── BotSharp.Plugin.Qdrant │ │ ├── BotSharp.Plugin.Qdrant.csproj │ │ ├── QdrantDb.cs │ │ ├── QdrantPlugin.cs │ │ ├── QdrantSetting.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.RoutingSpeeder │ │ ├── BotSharp.Plugin.RoutingSpeeder.csproj │ │ ├── Controllers │ │ │ └── RoutingSpeederController.cs │ │ ├── Providers │ │ │ ├── IntentClassifier.cs │ │ │ └── Models │ │ │ │ ├── DialoguePredictionModel.cs │ │ │ │ └── TrainingParams.cs │ │ ├── RoutingConversationHook.cs │ │ ├── RoutingSpeederPlugin.cs │ │ ├── Settings │ │ │ ├── classifierSetting.cs │ │ │ └── routerSpeedSettings.cs │ │ └── data │ │ │ └── models │ │ │ ├── dbpedia.ftz │ │ │ ├── intent-classifier.h5 │ │ │ └── label.txt │ ├── BotSharp.Plugin.SemanticKernel │ │ ├── BotSharp.Plugin.SemanticKernel.csproj │ │ ├── SemanticKernelChatCompletionProvider.cs │ │ ├── SemanticKernelMemoryStoreProvider.cs │ │ ├── SemanticKernelPlugin.cs │ │ ├── SemanticKernelTextCompletionProvider.cs │ │ ├── SemanticKernelTextEmbeddingProvider.cs │ │ └── readme.md │ ├── BotSharp.Plugin.SparkDesk │ │ ├── BotSharp.Plugin.SparkDesk.csproj │ │ ├── Providers │ │ │ ├── ChatCompletionProvider.cs │ │ │ └── ProviderHelper.cs │ │ ├── Settings │ │ │ └── SparkDeskSettings.cs │ │ ├── SparkDeskPlugin.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.SqlDriver │ │ ├── BotSharp.Plugin.SqlDriver.csproj │ │ ├── Controllers │ │ │ └── SqlDriverController.cs │ │ ├── Enum │ │ │ └── Utility.cs │ │ ├── Functions │ │ │ ├── ExecuteQueryFn.cs │ │ │ ├── GetTableDefinitionFn.cs │ │ │ ├── LookupDictionaryFn.cs │ │ │ ├── SqlInsertFn.cs │ │ │ └── SqlSelect.cs │ │ ├── Hooks │ │ │ ├── GetTableDefinitionHook.cs │ │ │ ├── SqlDictionaryLookupHook.cs │ │ │ ├── SqlDriverKnowledgeHook.cs │ │ │ ├── SqlDriverPlanningHook.cs │ │ │ ├── SqlExecutorHook.cs │ │ │ └── SqlUtilityHook.cs │ │ ├── Models │ │ │ ├── ExecuteQueryArgs.cs │ │ │ ├── GetTableColumnsArgs.cs │ │ │ ├── LookupDictionary.cs │ │ │ ├── RequestBase.cs │ │ │ ├── SqlParameter.cs │ │ │ ├── SqlReturn.cs │ │ │ └── SqlStatement.cs │ │ ├── Services │ │ │ ├── DbKnowledgeService.cs │ │ │ └── SqlDriverService.cs │ │ ├── Settings │ │ │ └── SqlDriverSetting.cs │ │ ├── SqlDriverPlugin.cs │ │ ├── Using.cs │ │ └── data │ │ │ └── agents │ │ │ ├── 6745151e-6d46-4a02-8de4-1c4f21c7da95 │ │ │ ├── functions │ │ │ │ ├── sql_dictionary_lookup.json │ │ │ │ ├── sql_select.json │ │ │ │ └── sql_table_definition.json │ │ │ └── templates │ │ │ │ ├── sql_dictionary_lookup.fn.liquid │ │ │ │ ├── sql_executor.fn.liquid │ │ │ │ └── sql_table_definition.fn.liquid │ │ │ └── beda4c12-e1ec-4b4b-b328-3df4a6687c4f │ │ │ ├── agent.json │ │ │ ├── functions │ │ │ ├── execute_sql.json │ │ │ ├── sql_insert.json │ │ │ ├── sql_select.json │ │ │ └── sql_table_definition.json │ │ │ ├── instructions │ │ │ └── instruction.liquid │ │ │ └── templates │ │ │ └── query_result_formatting.liquid │ ├── BotSharp.Plugin.TelegramBots │ │ ├── BotSharp.Plugin.TelegramBots.csproj │ │ └── TelegramBotsPlugin.cs │ ├── BotSharp.Plugin.TencentCos │ │ ├── BotSharp.Plugin.TencentCos.csproj │ │ ├── Modules │ │ │ └── BucketClient.cs │ │ ├── Services │ │ │ ├── TencentCosService.Audio.cs │ │ │ ├── TencentCosService.Common.cs │ │ │ ├── TencentCosService.Conversation.cs │ │ │ ├── TencentCosService.KnowledgeBase.cs │ │ │ ├── TencentCosService.User.cs │ │ │ └── TencentCosService.cs │ │ ├── Settings │ │ │ └── TencentCosSettings.cs │ │ ├── TencentCosClient.cs │ │ ├── TencentCosPlugin.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.Twilio │ │ ├── BotSharp.Plugin.Twilio.csproj │ │ ├── Controllers │ │ │ ├── TwilioEmailController.cs │ │ │ └── TwilioVoiceController.cs │ │ ├── Models │ │ │ ├── AssistantMessage.cs │ │ │ └── CallerMessage.cs │ │ ├── Services │ │ │ ├── ITwilioSessionManager.cs │ │ │ ├── TwilioMessageQueue.cs │ │ │ ├── TwilioMessageQueueService.cs │ │ │ ├── TwilioService.cs │ │ │ └── TwilioSessionManager.cs │ │ ├── Settings │ │ │ └── TwilioSetting.cs │ │ ├── TwilioPlugin.cs │ │ └── Using.cs │ ├── BotSharp.Plugin.WeChat │ │ ├── BotSharp.Plugin.WeChat.csproj │ │ ├── BotSharpMessageHandler.cs │ │ ├── IMessageQueue.cs │ │ ├── README.md │ │ ├── Users │ │ │ ├── IWeChatAccountUserService.cs │ │ │ └── WeChatAccountUserService.cs │ │ ├── WeChatBackgroundService.cs │ │ ├── WeChatMessage.cs │ │ └── WeChatPlugin.cs │ └── BotSharp.Plugin.WebDriver │ │ ├── BotSharp.Plugin.WebDriver.csproj │ │ ├── Drivers │ │ ├── PlaywrightDriver │ │ │ ├── PlaywrightInstance.cs │ │ │ ├── PlaywrightWebDriver.ActionOnElement.cs │ │ │ ├── PlaywrightWebDriver.ChangeCheckbox.cs │ │ │ ├── PlaywrightWebDriver.ChangeListValue.cs │ │ │ ├── PlaywrightWebDriver.CheckRadioButton.cs │ │ │ ├── PlaywrightWebDriver.ClickButton.cs │ │ │ ├── PlaywrightWebDriver.ClickElement.cs │ │ │ ├── PlaywrightWebDriver.CloseBrowser.cs │ │ │ ├── PlaywrightWebDriver.CloseCurrentPage.cs │ │ │ ├── PlaywrightWebDriver.DoAction.cs │ │ │ ├── PlaywrightWebDriver.EvaluateScript.cs │ │ │ ├── PlaywrightWebDriver.ExtractData.cs │ │ │ ├── PlaywrightWebDriver.GetAttributeValue.cs │ │ │ ├── PlaywrightWebDriver.GoToPage.cs │ │ │ ├── PlaywrightWebDriver.HttpRequest.cs │ │ │ ├── PlaywrightWebDriver.InputUserPassword.cs │ │ │ ├── PlaywrightWebDriver.InputUserText.cs │ │ │ ├── PlaywrightWebDriver.LaunchBrowser.cs │ │ │ ├── PlaywrightWebDriver.LocateElement.cs │ │ │ ├── PlaywrightWebDriver.Screenshot.cs │ │ │ ├── PlaywrightWebDriver.ScrollPage.cs │ │ │ └── PlaywrightWebDriver.cs │ │ └── SeleniumDriver │ │ │ ├── SeleniumInstance.cs │ │ │ ├── SeleniumWebDriver.DoAction.cs │ │ │ ├── SeleniumWebDriver.EvaluateScript.cs │ │ │ ├── SeleniumWebDriver.GetAttributeValue.cs │ │ │ ├── SeleniumWebDriver.GoToPage.cs │ │ │ ├── SeleniumWebDriver.HttpRequest.cs │ │ │ ├── SeleniumWebDriver.LaunchBrowser.cs │ │ │ ├── SeleniumWebDriver.LocateElement.cs │ │ │ └── SeleniumWebDriver.cs │ │ ├── Functions │ │ ├── ChangeCheckboxFn.cs │ │ ├── ChangeListValueFn.cs │ │ ├── CheckRadioButtonFn.cs │ │ ├── ClickButtonFn.cs │ │ ├── ClickElementFn.cs │ │ ├── CloseBrowserFn.cs │ │ ├── EvaluateScriptFn.cs │ │ ├── ExtractDataFn.cs │ │ ├── GoToPageFn.cs │ │ ├── HttpRequestFn.cs │ │ ├── InputUserPasswordFn.cs │ │ ├── InputUserTextFn.cs │ │ ├── OpenBrowserFn.cs │ │ ├── ScreenshotFn.cs │ │ └── ScrollPageFn.cs │ │ ├── Hooks │ │ └── WebDriverConversationHook.cs │ │ ├── LlmContexts │ │ └── HtmlElementContextOut.cs │ │ ├── Models │ │ └── MarkupProperties.cs │ │ ├── README.md │ │ ├── Services │ │ ├── WebDriverService.AssembleMarkup.cs │ │ ├── WebDriverService.ExtraData.cs │ │ ├── WebDriverService.InferElement.cs │ │ ├── WebDriverService.ReplaceToken.cs │ │ ├── WebDriverService.Screenshot.cs │ │ └── WebDriverService.cs │ │ ├── Using.cs │ │ ├── WebDriverPlugin.cs │ │ ├── WebPageHelper.cs │ │ └── data │ │ └── agents │ │ └── f3ae2a0f-e6ba-4ee1-a0b9-75d7431ff32b │ │ ├── agent.json │ │ ├── functions │ │ ├── change_checkbox.json │ │ ├── change_list_value.json │ │ ├── check_radio_button.json │ │ ├── click_button.json │ │ ├── click_element.json │ │ ├── close_browser.json │ │ ├── extract_data_from_page.json │ │ ├── go_to_page.json │ │ ├── input_user_password.json │ │ ├── input_user_text.json │ │ ├── open_browser.json │ │ ├── scroll_page.json │ │ ├── send_http_request.json │ │ └── take_screenshot.json │ │ ├── instructions │ │ └── instruction.liquid │ │ └── templates │ │ ├── extract_data.liquid │ │ └── html_parser.liquid └── WebStarter │ ├── Program.cs │ ├── Properties │ └── launchSettings.json │ ├── WebStarter.csproj │ ├── appsettings.Development.json │ ├── appsettings.json │ └── wwwroot │ └── favicon.ico └── tests ├── BotSharp.Plugin.PizzaBot ├── BotSharp.Plugin.PizzaBot.csproj ├── Functions │ ├── GetOrderStatusFn.cs │ ├── GetPizzaPricesFn.cs │ ├── GetPizzaTypesFn.cs │ ├── MakePaymentFn.cs │ └── PlaceOrderFn.cs ├── Hooks │ ├── CommonAgentHook.cs │ ├── PizzaBotAgentHook.cs │ └── PizzaTypeConversationHook.cs ├── PizzaBotPlugin.cs ├── Using.cs ├── data │ ├── agents │ │ ├── 8970b1e5-d260-4e2c-90b1-f1415a257c18 │ │ │ ├── agent.json │ │ │ └── templates │ │ │ │ └── task.place_pizza_order.liquid │ │ ├── b284db86-e9c2-4c25-a59e-4649797dd130 │ │ │ ├── agent.json │ │ │ ├── functions │ │ │ │ └── get_order_status.json │ │ │ └── instructions │ │ │ │ └── instruction.liquid │ │ ├── c2b57a74-ae4e-4c81-b3ad-9ac5bff982bd │ │ │ ├── agent.json │ │ │ ├── functions │ │ │ │ ├── get_pizza_price.json │ │ │ │ ├── get_pizza_types.json │ │ │ │ └── place_an_order.json │ │ │ ├── instructions │ │ │ │ └── instruction.liquid │ │ │ └── responses │ │ │ │ └── func.get_pizza_price.0.liquid │ │ └── fe8c60aa-b114-4ef3-93cb-a8efeac80f75 │ │ │ ├── agent.json │ │ │ ├── functions │ │ │ └── make_payment.json │ │ │ └── instructions │ │ │ └── instruction.liquid │ └── users │ │ ├── 10d12798-08fb-4aa6-977b-5dd94d82dbfe │ │ └── user.json │ │ ├── 456e35c5-caf0-4d45-9084-b44a8ca717e4 │ │ └── user.json │ │ ├── d0e6680d-03d5-4ed8-bdcd-aa7d86f2a1bc │ │ └── user.json │ │ └── e465af5f-044f-414b-b670-92834929b96c │ │ └── user.json └── documents │ ├── RDD-ChicagoThinCrust.pdf │ └── pizza-recipebooklet-1.pdf ├── BotSharp.Plugin.SemanticKernel.UnitTests ├── BotSharp.Plugin.SemanticKernel.UnitTests.csproj ├── Helpers │ ├── ResultHelper.cs │ └── 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