tokenize

package
v1.0.1 Latest Latest
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 Go to latest Published: Oct 20, 2025 License: MIT Imports: 4 Imported by: 4

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Constants

View Source 
const (
	DependencyEdgeLabelUnknown      = DependencyEdgeLabel(v1beta2.DependencyEdge_UNKNOWN)
	DependencyEdgeLabelAbbrev       = DependencyEdgeLabel(v1beta2.DependencyEdge_ABBREV)
	DependencyEdgeLabelAComp        = DependencyEdgeLabel(v1beta2.DependencyEdge_ACOMP)
	DependencyEdgeLabelAdvCl        = DependencyEdgeLabel(v1beta2.DependencyEdge_ADVCL)
	DependencyEdgeLabelAdvMod       = DependencyEdgeLabel(v1beta2.DependencyEdge_ADVMOD)
	DependencyEdgeLabelAMod         = DependencyEdgeLabel(v1beta2.DependencyEdge_AMOD)
	DependencyEdgeLabelAppos        = DependencyEdgeLabel(v1beta2.DependencyEdge_APPOS)
	DependencyEdgeLabelAttr         = DependencyEdgeLabel(v1beta2.DependencyEdge_ATTR)
	DependencyEdgeLabelAux          = DependencyEdgeLabel(v1beta2.DependencyEdge_AUX)
	DependencyEdgeLabelAuxPass      = DependencyEdgeLabel(v1beta2.DependencyEdge_AUXPASS)
	DependencyEdgeLabelCC           = DependencyEdgeLabel(v1beta2.DependencyEdge_CC)
	DependencyEdgeLabelCComp        = DependencyEdgeLabel(v1beta2.DependencyEdge_CCOMP)
	DependencyEdgeLabelConj         = DependencyEdgeLabel(v1beta2.DependencyEdge_CONJ)
	DependencyEdgeLabelCSubj        = DependencyEdgeLabel(v1beta2.DependencyEdge_CSUBJ)
	DependencyEdgeLabelCSubjPass    = DependencyEdgeLabel(v1beta2.DependencyEdge_CSUBJPASS)
	DependencyEdgeLabelDep          = DependencyEdgeLabel(v1beta2.DependencyEdge_DEP)
	DependencyEdgeLabelDet          = DependencyEdgeLabel(v1beta2.DependencyEdge_DET)
	DependencyEdgeLabelDiscourse    = DependencyEdgeLabel(v1beta2.DependencyEdge_DISCOURSE)
	DependencyEdgeLabelDObj         = DependencyEdgeLabel(v1beta2.DependencyEdge_DOBJ)
	DependencyEdgeLabelExpl         = DependencyEdgeLabel(v1beta2.DependencyEdge_EXPL)
	DependencyEdgeLabelGoesWith     = DependencyEdgeLabel(v1beta2.DependencyEdge_GOESWITH)
	DependencyEdgeLabelIObj         = DependencyEdgeLabel(v1beta2.DependencyEdge_IOBJ)
	DependencyEdgeLabelMark         = DependencyEdgeLabel(v1beta2.DependencyEdge_MARK)
	DependencyEdgeLabelMwE          = DependencyEdgeLabel(v1beta2.DependencyEdge_MWE)
	DependencyEdgeLabelMwV          = DependencyEdgeLabel(v1beta2.DependencyEdge_MWV)
	DependencyEdgeLabelNeg          = DependencyEdgeLabel(v1beta2.DependencyEdge_NEG)
	DependencyEdgeLabelNN           = DependencyEdgeLabel(v1beta2.DependencyEdge_NN)
	DependencyEdgeLabelNPAdvMod     = DependencyEdgeLabel(v1beta2.DependencyEdge_NPADVMOD)
	DependencyEdgeLabelNSubj        = DependencyEdgeLabel(v1beta2.DependencyEdge_NSUBJ)
	DependencyEdgeLabelNSubjPass    = DependencyEdgeLabel(v1beta2.DependencyEdge_NSUBJPASS)
	DependencyEdgeLabelNum          = DependencyEdgeLabel(v1beta2.DependencyEdge_NUM)
	DependencyEdgeLabelNumber       = DependencyEdgeLabel(v1beta2.DependencyEdge_NUMBER)
	DependencyEdgeLabelP            = DependencyEdgeLabel(v1beta2.DependencyEdge_P)
	DependencyEdgeLabelParataxis    = DependencyEdgeLabel(v1beta2.DependencyEdge_PARATAXIS)
	DependencyEdgeLabelPartMod      = DependencyEdgeLabel(v1beta2.DependencyEdge_PARTMOD)
	DependencyEdgeLabelPComp        = DependencyEdgeLabel(v1beta2.DependencyEdge_PCOMP)
	DependencyEdgeLabelPObj         = DependencyEdgeLabel(v1beta2.DependencyEdge_POBJ)
	DependencyEdgeLabelPoss         = DependencyEdgeLabel(v1beta2.DependencyEdge_POSS)
	DependencyEdgeLabelPostNeg      = DependencyEdgeLabel(v1beta2.DependencyEdge_POSTNEG)
	DependencyEdgeLabelPreComp      = DependencyEdgeLabel(v1beta2.DependencyEdge_PRECOMP)
	DependencyEdgeLabelPreConj      = DependencyEdgeLabel(v1beta2.DependencyEdge_PRECONJ)
	DependencyEdgeLabelPreDet       = DependencyEdgeLabel(v1beta2.DependencyEdge_PREDET)
	DependencyEdgeLabelPref         = DependencyEdgeLabel(v1beta2.DependencyEdge_PREF)
	DependencyEdgeLabelPrep         = DependencyEdgeLabel(v1beta2.DependencyEdge_PREP)
	DependencyEdgeLabelPRonl        = DependencyEdgeLabel(v1beta2.DependencyEdge_PRONL)
	DependencyEdgeLabelPrt          = DependencyEdgeLabel(v1beta2.DependencyEdge_PRT)
	DependencyEdgeLabelPS           = DependencyEdgeLabel(v1beta2.DependencyEdge_PS)
	DependencyEdgeLabelQuantMod     = DependencyEdgeLabel(v1beta2.DependencyEdge_QUANTMOD)
	DependencyEdgeLabelRCMod        = DependencyEdgeLabel(v1beta2.DependencyEdge_RCMOD)
	DependencyEdgeLabelRCModRel     = DependencyEdgeLabel(v1beta2.DependencyEdge_RCMODREL)
	DependencyEdgeLabelRDropP       = DependencyEdgeLabel(v1beta2.DependencyEdge_RDROP)
	DependencyEdgeLabelRef          = DependencyEdgeLabel(v1beta2.DependencyEdge_REF)
	DependencyEdgeLabelRemnant      = DependencyEdgeLabel(v1beta2.DependencyEdge_REMNANT)
	DependencyEdgeLabelReparandum   = DependencyEdgeLabel(v1beta2.DependencyEdge_REPARANDUM)
	DependencyEdgeLabelRoot         = DependencyEdgeLabel(v1beta2.DependencyEdge_ROOT)
	DependencyEdgeLabelSNum         = DependencyEdgeLabel(v1beta2.DependencyEdge_SNUM)
	DependencyEdgeLabelSuff         = DependencyEdgeLabel(v1beta2.DependencyEdge_SUFF)
	DependencyEdgeLabelTMod         = DependencyEdgeLabel(v1beta2.DependencyEdge_TMOD)
	DependencyEdgeLabelTopic        = DependencyEdgeLabel(v1beta2.DependencyEdge_TOPIC)
	DependencyEdgeLabelVMod         = DependencyEdgeLabel(v1beta2.DependencyEdge_VMOD)
	DependencyEdgeLabelVocative     = DependencyEdgeLabel(v1beta2.DependencyEdge_VOCATIVE)
	DependencyEdgeLabelXComp        = DependencyEdgeLabel(v1beta2.DependencyEdge_XCOMP)
	DependencyEdgeLabelSuffix       = DependencyEdgeLabel(v1beta2.DependencyEdge_SUFFIX)
	DependencyEdgeLabelTitle        = DependencyEdgeLabel(v1beta2.DependencyEdge_TITLE)
	DependencyEdgeLabelAdvPhMod     = DependencyEdgeLabel(v1beta2.DependencyEdge_ADVPHMOD)
	DependencyEdgeLabelAuxCaus      = DependencyEdgeLabel(v1beta2.DependencyEdge_AUXCAUS)
	DependencyEdgeLabelAuxVV        = DependencyEdgeLabel(v1beta2.DependencyEdge_AUXVV)
	DependencyEdgeLabelDtMod        = DependencyEdgeLabel(v1beta2.DependencyEdge_DTMOD)
	DependencyEdgeLabelForeign      = DependencyEdgeLabel(v1beta2.DependencyEdge_FOREIGN)
	DependencyEdgeLabelKw           = DependencyEdgeLabel(v1beta2.DependencyEdge_KW)
	DependencyEdgeLabelList         = DependencyEdgeLabel(v1beta2.DependencyEdge_LIST)
	DependencyEdgeLabelNomC         = DependencyEdgeLabel(v1beta2.DependencyEdge_NOMC)
	DependencyEdgeLabelNomCSubj     = DependencyEdgeLabel(v1beta2.DependencyEdge_NOMCSUBJ)
	DependencyEdgeLabelNomCSubjPass = DependencyEdgeLabel(v1beta2.DependencyEdge_NOMCSUBJPASS)
	DependencyEdgeLabelNumC         = DependencyEdgeLabel(v1beta2.DependencyEdge_NUMC)
	DependencyEdgeLabelCop          = DependencyEdgeLabel(v1beta2.DependencyEdge_COP)
	DependencyEdgeLabelDislocated   = DependencyEdgeLabel(v1beta2.DependencyEdge_DISLOCATED)
	DependencyEdgeLabelAsp          = DependencyEdgeLabel(v1beta2.DependencyEdge_ASP)
	DependencyEdgeLabelGMod         = DependencyEdgeLabel(v1beta2.DependencyEdge_GMOD)
	DependencyEdgeLabelGObj         = DependencyEdgeLabel(v1beta2.DependencyEdge_GOBJ)
	DependencyEdgeLabelInfMod       = DependencyEdgeLabel(v1beta2.DependencyEdge_INFMOD)
	DependencyEdgeLabelMes          = DependencyEdgeLabel(v1beta2.DependencyEdge_MES)
	DependencyEdgeLabelNComp        = DependencyEdgeLabel(v1beta2.DependencyEdge_NCOMP)
)
View Source 
const (
	// Tags
	PartOfSpeechTagUnknown = PartOfSpeechTag(v1beta2.PartOfSpeech_UNKNOWN)
	PartOfSpeechTagAdj     = PartOfSpeechTag(v1beta2.PartOfSpeech_ADJ)
	PartOfSpeechTagAdp     = PartOfSpeechTag(v1beta2.PartOfSpeech_ADP)
	PartOfSpeechTagAdv     = PartOfSpeechTag(v1beta2.PartOfSpeech_ADV)
	PartOfSpeechTagConj    = PartOfSpeechTag(v1beta2.PartOfSpeech_CONJ)
	PartOfSpeechTagDet     = PartOfSpeechTag(v1beta2.PartOfSpeech_DET)
	PartOfSpeechTagNoun    = PartOfSpeechTag(v1beta2.PartOfSpeech_NOUN)
	PartOfSpeechTagNum     = PartOfSpeechTag(v1beta2.PartOfSpeech_NUM)
	PartOfSpeechTagPron    = PartOfSpeechTag(v1beta2.PartOfSpeech_PRON)
	PartOfSpeechTagPrt     = PartOfSpeechTag(v1beta2.PartOfSpeech_PRT)
	PartOfSpeechTagPunct   = PartOfSpeechTag(v1beta2.PartOfSpeech_PUNCT)
	PartOfSpeechTagVerb    = PartOfSpeechTag(v1beta2.PartOfSpeech_VERB)
	PartOfSpeechTagX       = PartOfSpeechTag(v1beta2.PartOfSpeech_X)
	PartOfSpeechTagAffix   = PartOfSpeechTag(v1beta2.PartOfSpeech_AFFIX)
	// Aspect
	PartOfSpechAspectUnknown      = PartOfSpeechAspect(v1beta2.PartOfSpeech_ASPECT_UNKNOWN)
	PartOfSpechAspectPerfective   = PartOfSpeechAspect(v1beta2.PartOfSpeech_PERFECTIVE)
	PartOfSpechAspectImperfective = PartOfSpeechAspect(v1beta2.PartOfSpeech_IMPERFECTIVE)
	PartOfSpechAspectProgressive  = PartOfSpeechAspect(v1beta2.PartOfSpeech_PROGRESSIVE)
	// Case
	PartOfSpeechCaseUnknown       = PartOfSpeechCase(v1beta2.PartOfSpeech_CASE_UNKNOWN)
	PartOfSpeechCaseAccusative    = PartOfSpeechCase(v1beta2.PartOfSpeech_ACCUSATIVE)
	PartOfSpeechCaseAdverbial     = PartOfSpeechCase(v1beta2.PartOfSpeech_ADVERBIAL)
	PartOfSpeechCaseComplemantive = PartOfSpeechCase(v1beta2.PartOfSpeech_COMPLEMENTIVE)
	PartOfSpeechCaseDative        = PartOfSpeechCase(v1beta2.PartOfSpeech_DATIVE)
	PartOfSpeechCaseGenitive      = PartOfSpeechCase(v1beta2.PartOfSpeech_GENITIVE)
	PartOfSpeechCaseInstrumental  = PartOfSpeechCase(v1beta2.PartOfSpeech_INSTRUMENTAL)
	PartOfSpeechCaseLocative      = PartOfSpeechCase(v1beta2.PartOfSpeech_LOCATIVE)
	PartOfSpeechCaseNominative    = PartOfSpeechCase(v1beta2.PartOfSpeech_NOMINATIVE)
	PartOfSpeechCaseOblique       = PartOfSpeechCase(v1beta2.PartOfSpeech_OBLIQUE)
	PartOfSpeechCasePartitive     = PartOfSpeechCase(v1beta2.PartOfSpeech_PARTITIVE)
	PartOfSpeechCasePrepositional = PartOfSpeechCase(v1beta2.PartOfSpeech_PREPOSITIONAL)
	PartOfSpeechCaseReflexive     = PartOfSpeechCase(v1beta2.PartOfSpeech_REFLEXIVE_CASE)
	PartOfSpeechCaseRelative      = PartOfSpeechCase(v1beta2.PartOfSpeech_RELATIVE_CASE)
	PartOfSpeechCaseVocative      = PartOfSpeechCase(v1beta2.PartOfSpeech_VOCATIVE)
	// Form
	PartOfSpeechFormUnknown        = PartOfSpeechForm(v1beta2.PartOfSpeech_FORM_UNKNOWN)
	PartOfSpeechFormAdnomial       = PartOfSpeechForm(v1beta2.PartOfSpeech_ADNOMIAL)
	PartOfSpeechFormAuxiliary      = PartOfSpeechForm(v1beta2.PartOfSpeech_AUXILIARY)
	PartOfSpeechFormComplementizer = PartOfSpeechForm(v1beta2.PartOfSpeech_COMPLEMENTIZER)
	PartOfSpeechFormFinalEnding    = PartOfSpeechForm(v1beta2.PartOfSpeech_FINAL_ENDING)
	PartOfSpeechFormGerund         = PartOfSpeechForm(v1beta2.PartOfSpeech_GERUND)
	PartOfSpeechFormRealis         = PartOfSpeechForm(v1beta2.PartOfSpeech_REALIS)
	PartOfSpeechFormIrrealis       = PartOfSpeechForm(v1beta2.PartOfSpeech_IRREALIS)
	PartOfSpeechFormShort          = PartOfSpeechForm(v1beta2.PartOfSpeech_SHORT)
	PartOfSpeechFormLong           = PartOfSpeechForm(v1beta2.PartOfSpeech_LONG)
	PartOfSpeechFormOrder          = PartOfSpeechForm(v1beta2.PartOfSpeech_ORDER)
	PartOfSpeechFormSpecific       = PartOfSpeechForm(v1beta2.PartOfSpeech_SPECIFIC)
	// Gender
	PartOfSpeechGenderUnknown   = PartOfSpeechGender(v1beta2.PartOfSpeech_GENDER_UNKNOWN)
	PartOfSpeechGenderFeminine  = PartOfSpeechGender(v1beta2.PartOfSpeech_FEMININE)
	PartOfSpeechGenderMasculine = PartOfSpeechGender(v1beta2.PartOfSpeech_MASCULINE)
	PartOfSpeechGenderNeuter    = PartOfSpeechGender(v1beta2.PartOfSpeech_NEUTER)
	// Mood
	PartOfSpeechMoodUnknown       = PartOfSpeechMood(v1beta2.PartOfSpeech_MOOD_UNKNOWN)
	PartOfSpeechMoodConditional   = PartOfSpeechMood(v1beta2.PartOfSpeech_CONDITIONAL_MOOD)
	PartOfSpeechMoodImperative    = PartOfSpeechMood(v1beta2.PartOfSpeech_IMPERATIVE)
	PartOfSpeechMoodIndicative    = PartOfSpeechMood(v1beta2.PartOfSpeech_INDICATIVE)
	PartOfSpeechMoodInterrogative = PartOfSpeechMood(v1beta2.PartOfSpeech_INTERROGATIVE)
	PartOfSpeechMoodJussive       = PartOfSpeechMood(v1beta2.PartOfSpeech_JUSSIVE)
	PartOfSpeechMoodSubjunctive   = PartOfSpeechMood(v1beta2.PartOfSpeech_SUBJUNCTIVE)
	// Number
	PartOfSpeechNumberUnknown  = PartOfSpeechNumber(v1beta2.PartOfSpeech_NUMBER_UNKNOWN)
	PartOfSpeechNumberSingular = PartOfSpeechNumber(v1beta2.PartOfSpeech_SINGULAR)
	PartOfSpeechNumberPlural   = PartOfSpeechNumber(v1beta2.PartOfSpeech_PLURAL)
	PartOfSpeechNumberDual     = PartOfSpeechNumber(v1beta2.PartOfSpeech_DUAL)
	// Person
	PartOfSpeechPersonUnknown   = PartOfSpeechPerson(v1beta2.PartOfSpeech_PERSON_UNKNOWN)
	PartOfSpeechPersonFirst     = PartOfSpeechPerson(v1beta2.PartOfSpeech_FIRST)
	PartOfSpeechPersonSecond    = PartOfSpeechPerson(v1beta2.PartOfSpeech_SECOND)
	PartOfSpeechPersonThird     = PartOfSpeechPerson(v1beta2.PartOfSpeech_THIRD)
	PartOfSpeechPersonReflexive = PartOfSpeechPerson(v1beta2.PartOfSpeech_REFLEXIVE_PERSON)
	// Proper
	PartOfSpeechProperUnknown = PartOfSpeechProper(v1beta2.PartOfSpeech_PROPER_UNKNOWN)
	PartOfSpeechIsProper      = PartOfSpeechProper(v1beta2.PartOfSpeech_PROPER)
	PartOfSpeechIsNotProper   = PartOfSpeechProper(v1beta2.PartOfSpeech_NOT_PROPER)
	// Reciprocity
	PartOfSpeechReciprocityUnknown       = PartOfSpeechReciprocity(v1beta2.PartOfSpeech_RECIPROCITY_UNKNOWN)
	PartOfSpeechReciprocityReciprocal    = PartOfSpeechReciprocity(v1beta2.PartOfSpeech_RECIPROCAL)
	PartOfSpeechReciprocityNonReciprocal = PartOfSpeechReciprocity(v1beta2.PartOfSpeech_NON_RECIPROCAL)
	// Tense
	PartOfSpeechTenseUnknown     = PartOfSpeechTense(v1beta2.PartOfSpeech_TENSE_UNKNOWN)
	PartOfSpeechTenseConditional = PartOfSpeechTense(v1beta2.PartOfSpeech_CONDITIONAL_TENSE)
	PartOfSpeechTenseFuture      = PartOfSpeechTense(v1beta2.PartOfSpeech_FUTURE)
	PartOfSpeechTensePast        = PartOfSpeechTense(v1beta2.PartOfSpeech_PAST)
	PartOfSpeechTensePresent     = PartOfSpeechTense(v1beta2.PartOfSpeech_PRESENT)
	PartOfSpeechTenseImperfect   = PartOfSpeechTense(v1beta2.PartOfSpeech_IMPERFECT)
	PartOfSpeechTensePluperfect  = PartOfSpeechTense(v1beta2.PartOfSpeech_PLUPERFECT)
	// Voice
	PartOfSpeechVoiceUnknown   = PartOfSpeechVoice(v1beta2.PartOfSpeech_VOICE_UNKNOWN)
	PartOfSpeechVoiceActive    = PartOfSpeechVoice(v1beta2.PartOfSpeech_ACTIVE)
	PartOfSpeechVoiceCausative = PartOfSpeechVoice(v1beta2.PartOfSpeech_CAUSATIVE)
	PartOfSpeechVoicePassive   = PartOfSpeechVoice(v1beta2.PartOfSpeech_PASSIVE)
)

Variables

View Source 
var NilToken = &Token{
	Text: &TextSpan{
		BeginOffset: -1,
	},
	PartOfSpeech: &PartOfSpeech{
		Tag:         -1,
		Aspect:      -1,
		Case:        -1,
		Form:        -1,
		Gender:      -1,
		Mood:        -1,
		Number:      -1,
		Person:      -1,
		Proper:      -1,
		Reciprocity: -1,
		Tense:       -1,
		Voice:       -1,
	},
	DependencyEdge: &DependencyEdge{
		HeadTokenIndex: -1,
		Label:          -1,
	},
}

NilToken can be used as a placeholder token to not lose positional properties. Note that the NilToken loses dependency relations.

Functions

This section is empty.

Types

type Analysis 

type Analysis struct {
	// Sentences contains each sentence's text and sentiment.
	Sentences []*Sentence
	// Tokens contains all document tokens.
	Tokens []*Token
	// Sentiment is the documents Sentiment.
	Sentiment *Sentiment
}

Analysis contains the sentences, tokens and sentiment of a tokenized text.

func (Analysis) String 

func (a Analysis) String() string

type DependencyEdge 

type DependencyEdge struct {
	HeadTokenIndex int32
	Label          DependencyEdgeLabel
}

type DependencyEdgeLabel 

type DependencyEdgeLabel int32

type Features 

type Features int

Features represents the features during the tokenization process. 

const (
	FeatureAll Features = FeatureSyntax | FeatureSentiment

	// FeatureSyntax enables syntax analysis.
	FeatureSyntax Features = 1 << iota
	// FeatureSentiment enables sentiment analysis.
	FeatureSentiment
)

type PartOfSpeech 

type PartOfSpeech struct {
	Tag         PartOfSpeechTag
	Aspect      PartOfSpeechAspect
	Case        PartOfSpeechCase
	Form        PartOfSpeechForm
	Gender      PartOfSpeechGender
	Mood        PartOfSpeechMood
	Number      PartOfSpeechNumber
	Person      PartOfSpeechPerson
	Proper      PartOfSpeechProper
	Reciprocity PartOfSpeechReciprocity
	Tense       PartOfSpeechTense
	Voice       PartOfSpeechVoice
}

type PartOfSpeechAspect 

type PartOfSpeechAspect int32

type PartOfSpeechCase 

type PartOfSpeechCase int32

type PartOfSpeechForm 

type PartOfSpeechForm int32

type PartOfSpeechGender 

type PartOfSpeechGender int32

type PartOfSpeechMood 

type PartOfSpeechMood int32

type PartOfSpeechNumber 

type PartOfSpeechNumber int32

type PartOfSpeechPerson 

type PartOfSpeechPerson int32

type PartOfSpeechProper 

type PartOfSpeechProper int32

type PartOfSpeechReciprocity 

type PartOfSpeechReciprocity int32

type PartOfSpeechTag 

type PartOfSpeechTag int32

type PartOfSpeechTense 

type PartOfSpeechTense int32

type PartOfSpeechVoice 

type PartOfSpeechVoice int32

type Sentence 

type Sentence struct {
	Text      *TextSpan
	Sentiment *Sentiment
}

type Sentiment 

type Sentiment struct {
	Magnitude float32
	Score     float32
}

type TextSpan 

type TextSpan struct {
	Content     string
	BeginOffset int32
}

type Token 

type Token struct {
	Text           *TextSpan
	PartOfSpeech   *PartOfSpeech
	DependencyEdge *DependencyEdge
	Lemma          string
}

func (Token) Clone 

func (t Token) Clone() (token *Token)

func (Token) DOTID 

func (t Token) DOTID() string

func (Token) ID 

func (t Token) ID() int64

func (Token) String 

func (t Token) String() string

type Tokenizer 

type Tokenizer interface {
	Tokenize(ctx context.Context, text string, feats Features) (Analysis, error)
}

Tokenizer is an interface for tokenizing text with the specified features.

Source Files

View all Source files

Directories

Path Synopsis
nlp
internal/retry
language
v1beta2
v2

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