YAKE Keywords Node

Y

AI/Processing

YAKE Keywords

Extracts keywords from text using YAKE (Yet Another Keyword Extractor). YAKE is an unsupervised automatic keyword extraction method that uses statistical features from the text itself.

ai_processing_yake_extractionprocessing

Inputs5

Outputs1

Security exposure0/10

Packageprocessing

Ratings

Scores range from 0 to 10. Higher values mean more impact, exposure, or operational weight.

SecurityAttack surface and exposure impact.

0/10High

PrivacyPotential sensitivity of processed data.

0/10High

PerformanceRuntime or resource pressure.

1/10High

GovernancePolicy, audit, or compliance impact.

0/10High

ReliabilityOperational stability considerations.

1/10High

CostExternal or compute cost impact.

0/10High

Input Pins

5

Text

String

text

The text to extract keywords from

Language

String

language

Language code for stop words. Use 'auto' for automatic detection.

Default auto

autoendefresit+10 more

N-grams

Integer

ngrams

Maximum n-gram size (1-3). Higher values extract longer phrases.

Default 2

Max Keywords

Integer

max_keywords

Maximum number of keywords to return

Default 10

Dedup Threshold

Float

dedup_threshold

Levenshtein distance threshold for deduplication (0.0-1.0). Lower means stricter deduplication.

Default 0.9

Output Pins

1

Keywords

String HashSet

keywords

Extracted keywords as a string set

Node Info

Internal name

ai_processing_yake_extraction

Category

AI/Processing