nlp-hub-v4

NLP-Hub


This is a library to connect different recognizers to a bot, currently supports:
- Regex
- Luis
- Rasa

By now, the only strategy supported is that of firsMatch, it goes through the configured recognizers and when the first one passes a certain threshold it returns the common data structure of the response. You must configure a default response as detailed in the example. This library is an open source and anyone who wants to participate will be welcome.

Use example:
``Typescript
const configuration: INlpHubConfiguration = {
threshold: 0.83,
recognizers: [
{
id: "HolaRegex",
type: "regex",
params: {
intent: "greetings",
exp: "(^hola$|^holaa$|^holas$|^holi$|^holis$|^hi$|^hello$)"
}
},
{
id: "recommender",
type: "regex" ,
params: {
intent: "recommender",
exp: "^Comprar vuelo$"
}
},
{
id: "Luis-1",
type: "luis",
params: {
"appId": "APP_ID",
"key": "SUBS_KEY",
"appHost": "http://westus.api.cognitive.microsoft.com" }
},
{
id: "Rasa-1",
type: "rasa",
params: {
appHost: "http://RASA_HOST"
}
},
{
id: "default-1",
type:"default" ,
params: {
intent: "NoneDialog"
}
}
]
};

const nlpHub: NlpHub = new NlpHub(configuration);
const utterance: string = 'Hola';
const response: any = await nlpHub.firstMatch(utterance);
``