analysis

package

v0.0.0-...-1c541a2 Latest Latest Go to latest Published: Jun 27, 2019 License: MIT Imports: 14 Imported by: 0

Details

Valid go.mod file
Redistributable license
Tagged version
Stable version
Learn more about best practices

Repository

github.com/ramesh-kr/olivia

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Documentation ¶

Index ¶

Constants
func Arrange(text string) string
func LogResults(entry string, results []Result)
func RandomizeResponse(entry string, tag string, userId string) string
type Document
- func Organize() (words, classes []string, documents []Document)
type Intent
- func SerializeIntents() []Intent
- func SerializeModulesIntents() []Intent
type Result
type Sentence
- func NewSentence(content string) Sentence

Constants ¶

View Source

const DontUnderstand = "don't understand"

Variables ¶

This section is empty.

Functions ¶

func Arrange ¶

func Arrange(text string) string

Arrange check the format of a string to normalize it, put the string to lower case, remove ignored characters

func LogResults ¶

func LogResults(entry string, results []Result)

LogResults print in the console the sentence and its tags sorted by prediction

func RandomizeResponse ¶

func RandomizeResponse(entry string, tag string, userId string) string

RandomizeResponse takes the entry message, the response tag and the userID and returns a random message from res/intents.json where the triggers are applied

Types ¶

type Document ¶

type Document struct {
	Sentence Sentence
	Tag      string
}

func Organize ¶

func Organize() (words, classes []string, documents []Document)

Organize intents with an array of all words, an array with a representative word of each tag and an array of Documents which contains a word list associated with a tag

type Intent ¶

type Intent struct {
	Tag       string   `json:"tag"`
	Patterns  []string `json:"patterns"`
	Responses []string `json:"responses"`
	Context   string   `json:"context"`
}

func SerializeIntents ¶

func SerializeIntents() []Intent

func SerializeModulesIntents ¶

func SerializeModulesIntents() []Intent

SerializeModulesIntents retrieves all the registered modules and returns an array of Intents

type Result ¶

type Result struct {
	Tag   string
	Value float64
}

type Sentence ¶

type Sentence struct {
	Content string
}

func NewSentence ¶

func NewSentence(content string) Sentence

NewSentence returns a Sentence object where the content has been arranged

func (Sentence) Calculate ¶

func (sentence Sentence) Calculate(cache gocache.Cache, network gonn.NeuralNetwork, userId string) (string, string)

Calculate send the sentence content to the neural network and returns a response with the matching tag

func (Sentence) PredictTag ¶

func (sentence Sentence) PredictTag(n gonn.NeuralNetwork) string

Classify the sentence with the model

func (Sentence) Tokenize ¶

func (sentence Sentence) Tokenize() (tokenizedWords []string)

Tokenize returns the sentence split in stemmed words

func (Sentence) WordsBag ¶

func (sentence Sentence) WordsBag(words []string) (bag []float64)

WordsBag retrieves the intents words and returns the sentence converted in a bag of words

Source Files ¶

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