OpenBot

Web-based API Server like 'IBM Watson Conversation API', 'Microsoft Language Understanding Intelligence Service'

OpenBot & OpenNLU provides what you need to build retrieval-based korean chatbot.

OpenNLU is able to recognize intent and entity using DNN models.

OpenBot is able to configure dialog, manage conversation information of user and handle exceptions.

Overview

Installation and Settings

setting requirements

• intent.txt (write intents and sentences)
• entity.txt (write entities and values)
• synonym.txt (write words and synonyms)

build requirements

• Python 3.5
• django, djangorestframework
• numpy
• gensim
• scipy
• sklearn
• tensorflow
• konlpy
• JPype

execute requirements

• python manage.py runserver :
• python manage.py runserver 0.0.0.0:8000 (ALL)

Projects based on OpenBot & OpenNLU

- KONKUK BOT

Samples

Sample Request

{
	"text":"건대입구 위치 알려줘"
}

Sample Response

{
    "intents": [
        {
            "intent": "#Location",
            "score": 0.8604595835264408
        }
    ],
    "entities": [
        {
            "values": [
                {
                    "end": 4,
                    "start": 0,
                    "value": "건대입구"
                }
            ],
            "entity": "@장소"
        }
    ],
    "text": "건대입구 위치 알려줘"
}

Sample Request

{
	"text":"내일 시간표 알려줘"
}

Sample Response

{
    "entities": [
        {
            "entity": "Date",
            "values": [
                {
                    "end": 2,
                    "value": "2017-11-10",
                    "start": 0
                }
            ]
        }
    ],
    "intents": [
        {
            "score": 0.9976826419186618,
            "intent": "#Schedule"
        }
    ],
    "text": "내일 시간표 알려줘"
}