RasaHost

拉莎主機

Rasa NLU 和 Rasa Core 的使用者介面，可簡化機器人開發。

特徵

• Rasa 格式的 MD 檔案（意圖、故事、網域）編輯器
  • 入門非常簡單，您只需指定 MD 檔案的路徑即可。
  • 無需遷移。該工具使用標準 Rasa 格式。
  • 它不依賴 Rasa 版本。
• 錄音對話
  • 所有日誌和對話都保存在 SQLite 中。
  • 您只需建立一個代理並將其綁定到主機即可。
  • 日誌記錄可以與檔案的標準日誌記錄混合在一起，預設情況下 Rasa 會像控制台一樣。
  • 它不依賴 Rasa 版本。
• 測試
  • 聊天控制
  • 記憶化策略視覺化

科技

• Python
• 燒瓶
• vuejs

安裝

https://pypi.org/project/rasa-host

 pip install rasa - host

跑步

Rasa-Host 不依賴 Rasa（實際上不依賴 Rasa 套件）並且適用於所有版本。

 from rasa_core . interpreter import RasaNLUInterpreter
from rasa_core . agent import Agent
interpreter = RasaNLUInterpreter ( 'models/current/nlu' )
agent = Agent . load ( "models/current/dialogue" , interpreter = interpreter )

from RasaHost import host
host . nlu_path = os . path . join ( current_dir , "data/nlu/" )
host . stories_path = os . path . join ( current_dir , "data/stories/" )
host . domain_path = os . path . join ( current_dir , "data/domain.yml" )
host . agent = agent
if __name__ == '__main__' :    
    host . run ()
    # werkzeug  -  * Running on http://0.0.0.0:5005/ (Press CTRL+C to quit)
    
    # GET http://localhost:5005/conversations/daniel/respond?q={{message}} 

NLU - md 文件

 from RasaHost import host
host . nlu_path = os . path . join ( current_dir , "data/nlu/" )
if __name__ == '__main__' :    
    host . run ()

核心 - 故事文件

 from RasaHost import host
host . stories_path = os . path . join ( current_dir , "data/stories/" )
if __name__ == '__main__' :    
    host . run ()

核心-域文件

 from RasaHost import host
host . domain_path = os . path . join ( current_dir , "data/domain.yml" )
if __name__ == '__main__' :    
    host . run ()

核心——聊天

用於測試 Rasa 的聊天介面。預設情況下，GET http://{{host}}/conversations/{{sender_id}}/respond?q={{message}}

 from RasaHost import host
host . agent = agent
if __name__ == '__main__' :    
    host . run ()

核心——對話

對話保存在 SQLite 中。

 from RasaHost import host
host . agent = agent
if __name__ == '__main__' :    
    host . run ()

核心-日誌

日誌保存在 SQLite 中。

 from RasaHost import host
host . agent = agent
if __name__ == '__main__' :    
    host . run ()

核心-分析

分析意圖、故事和領域。顯示警告和建議。

 from RasaHost import host
host . nlu_path = os . path . join ( current_dir , "data/nlu/" )
host . stories_path = os . path . join ( current_dir , "data/stories/" )
host . domain_path = os . path . join ( current_dir , "data/domain.yml" )
if __name__ == '__main__' :    
    host . run ()

核心 - 記憶策略

解碼記憶策略數據。

 from RasaHost import host
host . memoization_policy_path = os . path . join ( current_dir , "modelscurrentdialoguepolicy_1_MemoizationPolicy" )
if __name__ == '__main__' :    
    host . run ()

行動

您也可以在有或沒有代理的情況下託管操作。

 from rasa_core_sdk . executor import ActionExecutor
actionExecutor = ActionExecutor ()
actionExecutor . register_package ( 'actions' )

from RasaHost import host
host . actionExecutor = actionExecutor
if __name__ == '__main__' :    
    host . run ()
    # werkzeug  -  * Running on http://0.0.0.0:5005/ (Press CTRL+C to quit)
    # POST http://localhost:5005/actions 

代理與行動

使用代理程式和自訂操作運行應用程式的範例。

 from rasa_core . interpreter import RasaNLUInterpreter
from rasa_core . agent import Agent
from rasa_core import utils , server
from rasa_core_sdk . executor import ActionExecutor
#  #rasa-host.endpoints.yml
#  action_endpoint:
#  url: "http://localhost:5005/actions"
action_endpoint_conf = utils . read_endpoint_config ( "rasa-host.endpoints.yml" , endpoint_type = "action_endpoint" )
interpreter = RasaNLUInterpreter ( 'models/current/nlu' )
agent = Agent . load ( "models/current/dialogue" , interpreter = interpreter , action_endpoint = action_endpoint_conf )

actionExecutor = ActionExecutor ()
actionExecutor . register_package ( 'actions' )

from RasaHost import host
host . nlu_path = os . path . join ( current_dir , "data/nlu/" )
host . stories_path = os . path . join ( current_dir , "data/stories/" )
host . domain_path = os . path . join ( current_dir , "data/domain.yml" )
host . agent = agent
host . actionExecutor = actionExecutor
if __name__ == '__main__' :    
    host . run ()
    # werkzeug  -  * Running on http://0.0.0.0:5005/ (Press CTRL+C to quit)
    
    # GET http://localhost:5005/conversations/daniel/respond?q={{message}}
    # POST http://localhost:5005/actions 

頻道

支援渠道。所有對話都將被記錄下來。

 from rasa_core . channels . botframework import BotFrameworkInput
input_channel = BotFrameworkInput (
        app_id = "" ,
        app_password = ""
)

from RasaHost import host
host . agent = agent
host . channels = [ input_channel ]
if __name__ == '__main__' :    
    host . run ()