RasaHost

RasaHost

Antarmuka pengguna untuk Rasa NLU dan Rasa Core, yang menyederhanakan pengembangan bot.

Fitur

• Editor untuk file MD (maksud, cerita, domain) dalam format Rasa
  • Memulainya sangat mudah, Anda hanya perlu menentukan jalur ke file MD Anda.
  • Tidak diperlukan migrasi. Alat ini menggunakan format Rasa standar.
  • Itu tidak memiliki ketergantungan pada versi Rasa.
• Mencatat percakapan
  • Semua log dan percakapan disimpan di SQLite.
  • Anda hanya perlu membuat agen dan mengikatnya ke host.
  • Pencatatan log dapat dicampur dengan pencatatan log standar ke file dan Rasa seperti konsol dilakukan secara default.
  • Itu tidak memiliki ketergantungan pada versi Rasa.
• Pengujian
  • Kontrol obrolan
  • Visualisasi Kebijakan Memoisasi

Teknologi

• ular piton
• labu
• vuejs

Instalasi

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

 pip install rasa - host

Berlari

Rasa-Host tidak memiliki ketergantungan pada Rasa (sebenarnya tidak memiliki ketergantungan paket Rasa) dan akan bekerja dengan semua versi.

 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 - file md

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

Inti - file cerita

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

Inti - file domain

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

Inti - obrolan

Antarmuka obrolan untuk menguji Rasa. Secara default, apakah GET http://{{host}}/conversations/{{sender_id}}/respond?q={{message}}

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

Inti - percakapan

Percakapan disimpan dalam SQLite.

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

Inti - log

Log disimpan di SQLite.

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

Inti - menganalisis

Analisis maksud, cerita, dan domain. Menampilkan peringatan dan saran.

 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 ()

Inti - kebijakan memoisasi

Dekode data kebijakan memoisasi.

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

Tindakan

Anda juga dapat mengadakan tindakan, dengan atau tanpa agen.

 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 

Agen dengan tindakan

Contoh menjalankan aplikasi dengan agen dan tindakan kustom.

 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 

Saluran

Mendukung saluran. Semua percakapan akan dicatat.

 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 ()