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D:\phpProjects\chatbot>php demo/console.php
[info] self binding.......
[info] Commune\Chatbot\Framework\ChatApp start boot chatbot app
[info] run bootstrapper: Commune\Chatbot\Framework\Bootstrap\WelcomeToUserChatbot
[info]
[info] @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
[info]
[info] Boot Commune Chatbot
[info]
[info] @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
[info]
[info] run bootstrapper: Commune\Chatbot\Framework\Bootstrap\LoadConfiguration
[debug] register config entry, name: Commune\Chatbot\App\Platform\ConsoleConfig
[info] run bootstrapper: Commune\Chatbot\Framework\Bootstrap\RegisterProviders
[debug] load base providers :
[debug] register base process service provider Commune\Chatbot\Framework\Providers\ExpHandlerServiceProvider
[debug] register base process service provider Commune\Chatbot\Framework\Providers\OptionRepoServiceProvider
[debug] register base process service provider Commune\Chatbot\Framework\Providers\TranslatorServiceProvider
[debug] register base process service provider Commune\Chatbot\Framework\Providers\ReplyRendererServiceProvider
[debug] register base process service provider Commune\Chatbot\Framework\Providers\LoggerServiceProvider
[debug] register base process service provider Commune\Chatbot\Framework\Providers\EventServiceProvider
[debug] register base process service provider Commune\Chatbot\Framework\Providers\SoundLikeServiceProvider
[debug] register base conversation service provider Commune\Chatbot\Framework\Providers\ConversationalServiceProvider
[debug] register base process service provider Commune\Chatbot\OOHost\HostProcessServiceProvider
[debug] register base conversation service provider Commune\Chatbot\OOHost\HostConversationalServiceProvider
[debug] load process providers :
[debug] load process provider Commune\Chatbot\App\Platform\ReactorStdio\RSServerProvider
[debug] load conversation providers :
[debug] load conversation provider Commune\Chatbot\App\Drivers\Demo\CacheServiceProvider
[debug] load conversation provider Commune\Chatbot\App\Drivers\Demo\SessionServiceProvider
[info] run bootstrapper: Commune\Chatbot\Framework\Bootstrap\LoadComponents
[debug] registering component Commune\Components\Demo\DemoComponent
[debug] registering component Commune\Components\SimpleChat\SimpleChatComponent
[debug] registering component Commune\Components\Story\StoryComponent
[debug] registering component Commune\Components\Rasa\RasaComponent
[debug] registering component Commune\Components\SimpleWiki\SimpleWikiComponent
[debug] registering component Commune\Components\UnheardLike\UnheardLikeComponent
[debug] registering component Commune\Components\Predefined\PredefinedComponent
[debug] registering component Commune\Chatbot\OOHost\NLU\NLUComponent
[debug] component Commune\Components\UnheardLike\UnheardLikeComponent depended by Commune\Components\Demo\DemoComponent has been register
[info] run bootstrapper: Commune\Chatbot\Framework\Bootstrap\ContractsValidator
[debug] check worker process contracts has been bound correctly
[debug] check conversation contracts has been bound correctly
[info] boot base container: Commune\Container\IlluminateAdapter
[info] Commune\Chatbot\Framework\ChatApp booting chatbot app
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadOptionRepoCategoryMeta
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadOptionRepoCategoryMeta
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadOptionRepoCategoryMeta
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadOptionRepoCategoryMeta
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadOptionRepoCategoryMeta
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadOptionRepoCategoryMeta
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadOptionRepoCategoryMeta
[debug] boot provider Commune\Chatbot\Framework\Providers\ExpHandlerServiceProvider
[debug] boot provider Commune\Chatbot\Framework\Providers\OptionRepoServiceProvider
[debug] boot provider Commune\Chatbot\Framework\Providers\TranslatorServiceProvider
[debug] register trans resource, locale: zh, domain:messages, path:D:\phpProjects\chatbot\demo\configs/../../src/Chatbot/App/trans\zh\messages.php
[debug] boot provider Commune\Chatbot\Framework\Providers\ReplyRendererServiceProvider
[debug] boot provider Commune\Chatbot\Framework\Providers\LoggerServiceProvider
[debug] boot provider Commune\Chatbot\Framework\Providers\EventServiceProvider
[debug] boot provider Commune\Chatbot\Framework\Providers\SoundLikeServiceProvider
[debug] boot provider Commune\Chatbot\OOHost\HostProcessServiceProvider
[warning] no self register class found,namespace is Commune\Demo,directory is D:\phpProjects\chatbot\demo\configs/../src/
[debug] boot provider Commune\Chatbot\App\Platform\ReactorStdio\RSServerProvider
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadPsr4SelfRegister
[debug] register context Commune\Components\Demo\Cases\Drink\Memories\OrderMem
[debug] register context Commune\Components\Demo\Cases\Drink\OrderJuiceInt
[debug] register context Commune\Components\Demo\Cases\Maze\Intents\LocationInt
[debug] register context Commune\Components\Demo\Cases\Maze\Intents\MazeBackInt
[debug] register context Commune\Components\Demo\Cases\Maze\Intents\MazeFrontInt
[debug] register context Commune\Components\Demo\Cases\Maze\Intents\MazeLeftInt
[debug] register context Commune\Components\Demo\Cases\Maze\Intents\MazeRightInt
[debug] register context Commune\Components\Demo\Cases\Maze\Intents\TowardsInt
[debug] register context Commune\Components\Demo\Cases\Maze\MazeInt
[debug] register context Commune\Components\Demo\Cases\Maze\Memories\UserPlayHistory
[debug] register context Commune\Components\Demo\Cases\Maze\Tasks\PlayMaze
[debug] register context Commune\Components\Demo\Cases\Questionnaire\ReadPersonality
[debug] register context Commune\Components\Demo\Cases\Weather\TellWeatherInt
[debug] register context Commune\Components\Demo\Contexts\DemoHome
[debug] register context Commune\Components\Demo\Contexts\DevTools
[debug] register context Commune\Components\Demo\Contexts\Features\SubDialogCase
[debug] register context Commune\Components\Demo\Contexts\FeatureTest
[debug] register context Commune\Components\Demo\Contexts\GameTestCases
[debug] register context Commune\Components\Demo\Contexts\NLTestCases
[debug] register context Commune\Components\Demo\Contexts\Testing\GcTask
[debug] register context Commune\Components\Demo\Contexts\WelcomeUser
[debug] register context Commune\Components\Demo\Memories\Sandbox
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadTranslationConfig
[debug] register trans resource, locale: zh, domain:messages, path:D:\phpProjects\chatbot\src\Components\Demo\resources\langs\zh\messages.php
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\RegisterCorpusOptionFromYaml
[info] register corpus option Commune\Chatbot\OOHost\NLU\Options\IntentCorpusOption from D:\phpProjects\chatbot\src\Components\Demo\resources\nlu\intents.yml to corpus
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\RegisterCorpusOptionFromYaml
[info] register corpus option Commune\Chatbot\OOHost\NLU\Options\EntityDictOption from D:\phpProjects\chatbot\src\Components\Demo\resources\nlu\entities.yml to corpus
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\RegisterCorpusOptionFromYaml
[info] register corpus option Commune\Chatbot\OOHost\NLU\Options\SynonymOption from D:\phpProjects\chatbot\src\Components\Demo\resources\nlu\synonyms.yml to corpus
[debug] boot provider Commune\Components\SimpleChat\Providers\RegisterSimpleChat
[debug] simple chat register placeHolderIntent [attitudes.diss]
[debug] simple chat register examples for attitudes.diss
[debug] simple chat register placeHolderIntent [attitudes.laugh]
[debug] simple chat register examples for attitudes.laugh
[debug] simple chat register placeHolderIntent [attitudes.greet]
[debug] simple chat register examples for attitudes.greet
[debug] simple chat register placeHolderIntent [attitudes.thanks]
[debug] simple chat register examples for attitudes.thanks
[debug] simple chat register placeHolderIntent [attitudes.complement]
[debug] simple chat register examples for attitudes.complement
[debug] simple chat register placeHolderIntent [attitudes.stroll]
[debug] simple chat register placeHolderIntent [introduce.whoareyou]
[debug] simple chat register examples for introduce.whoareyou
[debug] simple chat register placeHolderIntent [introduce.contact]
[debug] simple chat register examples for introduce.contact
[debug] simple chat register placeHolderIntent [mood.happy]
[debug] simple chat register examples for mood.happy
[debug] simple chat register placeHolderIntent [mood.sad]
[debug] simple chat register examples for mood.sad
[debug] simple chat register placeHolderIntent [ask.talk]
[debug] simple chat register examples for ask.talk
[debug] simple chat register placeHolderIntent [ask.joke]
[debug] simple chat register examples for ask.joke
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadPsr4SelfRegister
[warning] no self register class found,namespace is Commune\Components\Story\Intents,directory is D:\phpProjects\chatbot\src\Components\Story/Intents/
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadTranslationConfig
[debug] register trans resource, locale: zh, domain:messages, path:D:\phpProjects\chatbot\src\Components\Story/resources/langs\zh\messages.php
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\RegisterCorpusOptionFromYaml
[info] register corpus option Commune\Chatbot\OOHost\NLU\Options\IntentCorpusOption from D:\phpProjects\chatbot\src\Components\Story/resources/nlu/intents.yml to corpus
[debug] boot provider Commune\Components\Story\Providers\StoryServiceProvider
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadTranslationConfig
[debug] register trans resource, locale: zh, domain:messages, path:D:\phpProjects\chatbot\src\Components\SimpleWiki/resources/trans\zh\messages.php
[debug] boot provider Commune\Components\SimpleWiki\Providers\SimpleWikiServiceProvider
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadPsr4SelfRegister
[debug] register context Commune\Components\UnheardLike\Contexts\EpisodeTask
[debug] register context Commune\Components\UnheardLike\Contexts\Memories\EpisodeMem
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadTranslationConfig
[debug] register trans resource, locale: zh, domain:messages, path:D:\phpProjects\chatbot\src\Components\UnheardLike\resources\trans\zh\messages.php
[debug] boot provider Commune\Components\UnheardLike\Providers\UnheardLikeServiceProvider
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadPsr4SelfRegister
[debug] register context Commune\Components\Predefined\Intents\Attitudes\AffirmInt
[debug] register context Commune\Components\Predefined\Intents\Attitudes\AgreeInt
[debug] register context Commune\Components\Predefined\Intents\Attitudes\ComplementInt
[debug] register context Commune\Components\Predefined\Intents\Attitudes\DenyInt
[debug] register context Commune\Components\Predefined\Intents\Attitudes\DissInt
[debug] register context Commune\Components\Predefined\Intents\Attitudes\DontInt
[debug] register context Commune\Components\Predefined\Intents\Attitudes\GreetInt
[debug] register context Commune\Components\Predefined\Intents\Attitudes\ThanksInt
[debug] register context Commune\Components\Predefined\Intents\Dialogue\HelpInt
[debug] register context Commune\Components\Predefined\Intents\Dialogue\OrdinalInt
[debug] register context Commune\Components\Predefined\Intents\Dialogue\RandomInt
[debug] register context Commune\Components\Predefined\Intents\Loop\BreakInt
[debug] register context Commune\Components\Predefined\Intents\Loop\NextInt
[debug] register context Commune\Components\Predefined\Intents\Loop\PreviousInt
[debug] register context Commune\Components\Predefined\Intents\Loop\RewindInt
[debug] register context Commune\Components\Predefined\Intents\Navigation\BackwardInt
[debug] register context Commune\Components\Predefined\Intents\Navigation\CancelInt
[debug] register context Commune\Components\Predefined\Intents\Navigation\HomeInt
[debug] register context Commune\Components\Predefined\Intents\Navigation\QuitInt
[debug] register context Commune\Components\Predefined\Intents\Navigation\RepeatInt
[debug] register context Commune\Components\Predefined\Intents\Navigation\RestartInt
[debug] register context Commune\Components\Predefined\Memories\UserInfoMem
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\RegisterCorpusOptionFromYaml
[info] register corpus option Commune\Chatbot\OOHost\NLU\Options\IntentCorpusOption from D:\phpProjects\chatbot\src\Components\Predefined/resources/intents.yml to corpus
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\RegisterCorpusOptionFromYaml
[info] register corpus option Commune\Chatbot\OOHost\NLU\Options\EntityDictOption from D:\phpProjects\chatbot\src\Components\Predefined/resources/entities.yml to corpus
[debug] boot provider Commune\Chatbot\OOHost\NLU\Providers\CorpusServiceProvider
[debug] boot provider Commune\Chatbot\Framework\Component\Providers\LoadPsr4SelfRegister
[debug] register context Commune\Chatbot\OOHost\NLU\Contexts\CorpusManagerTask
[debug] register context Commune\Chatbot\OOHost\NLU\Contexts\IntCorpusEditor
[debug] register context Commune\Chatbot\OOHost\NLU\Contexts\IntExampleEditor
[debug] register context Commune\Chatbot\OOHost\NLU\Contexts\NLUMatcherTask
[info] Commune\Chatbot\Framework\ChatApp chatbot app booted

Fatal error: Uncaught RuntimeException: Unable to set stream resource to non-blocking mode in D:\phpProjects\chatbot\vendor\react\stream\src\ReadableResourceStream.php:56
Stack trace:
#0 D:\phpProjects\chatbot\vendor\clue\stdio-react\src\Stdio.php(547): React\Stream\ReadableResourceStream->__construct(Resource id #1, Object(React\EventLoop\StreamSelectLoop))
#1 D:\phpProjects\chatbot\vendor\clue\stdio-react\src\Stdio.php(28): Clue\React\Stdio\Stdio->createStdin(Object(React\EventLoop\StreamSelectLoop))
#2 D:\phpProjects\chatbot\src\Chatbot\App\Platform\ReactorStdio\StdioServer.php(44): Clue\React\Stdio\Stdio->__construct(Object(React\EventLoop\StreamSelectLoop))
#3 [internal function]: Commune\Chatbot\App\Platform\ReactorStdio\StdioServer->__construct(Object(Commune\Chatbot\Framework\ChatApp))
#4 D:\phpProjects\chatbot\vendor\illuminate\container\Container.php(843): ReflectionClass->newInstanceArgs(Array)
#5 D:\phpProjects\chatbot\vendor\illuminate\container\Container.php(681): Illuminate\Container\Container->build('Commu in D:\phpProjects\chatbot\vendor\react\stream\src\ReadableResourceStream.php on line 56

https://communechatbot.com/docs/#/zh-cn/lesions/helloworld
文档中的说明应该是基于develop分支的说明吧，主分支并没有demo/console.php文件及相关配置文件，是无法运行的。

感觉可以优化许多流程的交互体验，求开发文档:)

或者对看源码有什么建议呢（比如，从哪开始？有什么关键概念

作者您好，关于智能客服或者多轮对话技术，有更多的开源项目可以推荐下吗

感觉这是一个很有意思的项目，支持作者，加油~~~
make php great agin

一个优秀的项目！

请问下作者，在多轮对话管理中，怎么实现多轮对话的可配置化：比如 只需输入领域意图实体，通过一个流程图就可以实现多轮对话流程？

在你的项目中有考虑这点吗，php不太熟，代码各部分作用还不是很明白。