luis

Documentation

Index

• func NewService(httpClient *http.Client, httpRetries *httpx.RetryConfig, ...) flows.ClassificationService
• type Client
  • func NewClient(httpClient *http.Client, httpRetries *httpx.RetryConfig, ...) *Client
  • func (c *Client) Predict(q string) (*PredictResponse, *httpx.Trace, error)
• type Entities
  • func (e *Entities) UnmarshalJSON(data []byte) error
• type Entity
• type Intent
• type PredictResponse
• type Prediction
• type Sentiment

Functions

func NewService

func NewService(httpClient *http.Client, httpRetries *httpx.RetryConfig, httpAccess *httpx.AccessConfig, classifier *flows.Classifier, endpoint, appID, key, slot string) flows.ClassificationService

NewService creates a new classification service

Types

type Client

type Client struct {
	// contains filtered or unexported fields
}

Client is a basic LUIS client

func NewClient

func NewClient(httpClient *http.Client, httpRetries *httpx.RetryConfig, httpAccess *httpx.AccessConfig, endpoint, appID, key, slot string) *Client

NewClient creates a new client

func (*Client) Predict

func (c *Client) Predict(q string) (*PredictResponse, *httpx.Trace, error)

Predict gets the published endpoint predictions for the given query

type Entities

type Entities struct {
	Values   map[string][]string
	Instance map[string][]Entity
}

func (*Entities) UnmarshalJSON

func (e *Entities) UnmarshalJSON(data []byte) error

type Entity

type Entity struct {
	Type   string          `json:"type"`
	Text   string          `json:"text" validate:"required"`
	Length int             `json:"length"`
	Score  decimal.Decimal `json:"score" validate:"required"`
}

type Intent

type Intent struct {
	Score decimal.Decimal `json:"score"`
}

type PredictResponse

type PredictResponse struct {
	Query      string      `json:"query"`
	Prediction *Prediction `json:"prediction" validate:"required"`
}

PredictResponse is the response from a predict request

type Prediction

type Prediction struct {
	TopIntent string            `json:"topIntent"`
	Intents   map[string]Intent `json:"intents" validate:"required"`
	Entities  *Entities         `json:"entities"`
	Sentiment *Sentiment        `json:"sentiment"`
}

type Sentiment

type Sentiment struct {
	Label string          `json:"label"`
	Score decimal.Decimal `json:"score"`
}