Amazon Comprehend
Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to uncover information in unstructured data. The service can identify critical elements in data, including references to language, people, and places. It provides entity recognition, sentiment analysis, key phrase extraction, language detection, topic modeling, PII detection, and custom classification capabilities for text documents at scale.
Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.
API Evangelist profiles Amazon Comprehend the way a machine reads it — 1188 machine-readable artifacts across 84 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Amazon Comprehend scores 57.1/100 (developing), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
How we profile Amazon Comprehend
Each block below is one kind of artifact we hold for Amazon Comprehend. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 84
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
Individual APIs this provider publishes, each with its own machine-readable definition.
Amazon Comprehend #X Amz Target=Comprehend 20171127.BatchDetectDominantLanguage API
The #X Amz Target=Comprehend 20171127.BatchDetectDominantLanguage API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.batchdetectdominantlanguage.
Amazon Comprehend #X Amz Target=Comprehend 20171127.BatchDetectEntities API
The #X Amz Target=Comprehend 20171127.BatchDetectEntities API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.batchdetectentities.
Amazon Comprehend #X Amz Target=Comprehend 20171127.BatchDetectKeyPhrases API
The #X Amz Target=Comprehend 20171127.BatchDetectKeyPhrases API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.batchdetectkeyphrases.
Amazon Comprehend #X Amz Target=Comprehend 20171127.BatchDetectSentiment API
The #X Amz Target=Comprehend 20171127.BatchDetectSentiment API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.batchdetectsentiment.
Amazon Comprehend #X Amz Target=Comprehend 20171127.BatchDetectSyntax API
The #X Amz Target=Comprehend 20171127.BatchDetectSyntax API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.batchdetectsyntax.
Amazon Comprehend #X Amz Target=Comprehend 20171127.BatchDetectTargetedSentiment API
The #X Amz Target=Comprehend 20171127.BatchDetectTargetedSentiment API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.batchdetecttargetedsentiment.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ClassifyDocument API
The #X Amz Target=Comprehend 20171127.ClassifyDocument API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.classifydocument.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ContainsPiiEntities API
The #X Amz Target=Comprehend 20171127.ContainsPiiEntities API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.containspiientities.
Amazon Comprehend #X Amz Target=Comprehend 20171127.CreateDataset API
The #X Amz Target=Comprehend 20171127.CreateDataset API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.createdataset.
Amazon Comprehend #X Amz Target=Comprehend 20171127.CreateDocumentClassifier API
The #X Amz Target=Comprehend 20171127.CreateDocumentClassifier API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.createdocumentclassifier.
Amazon Comprehend #X Amz Target=Comprehend 20171127.CreateEndpoint API
The #X Amz Target=Comprehend 20171127.CreateEndpoint API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.createendpoint.
Amazon Comprehend #X Amz Target=Comprehend 20171127.CreateEntityRecognizer API
The #X Amz Target=Comprehend 20171127.CreateEntityRecognizer API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.createentityrecognizer.
Amazon Comprehend #X Amz Target=Comprehend 20171127.CreateFlywheel API
The #X Amz Target=Comprehend 20171127.CreateFlywheel API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.createflywheel.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DeleteDocumentClassifier API
The #X Amz Target=Comprehend 20171127.DeleteDocumentClassifier API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.deletedocumentclassifier.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DeleteEndpoint API
The #X Amz Target=Comprehend 20171127.DeleteEndpoint API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.deleteendpoint.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DeleteEntityRecognizer API
The #X Amz Target=Comprehend 20171127.DeleteEntityRecognizer API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.deleteentityrecognizer.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DeleteFlywheel API
The #X Amz Target=Comprehend 20171127.DeleteFlywheel API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.deleteflywheel.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DeleteResourcePolicy API
The #X Amz Target=Comprehend 20171127.DeleteResourcePolicy API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.deleteresourcepolicy.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeDataset API
The #X Amz Target=Comprehend 20171127.DescribeDataset API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describedataset.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeDocumentClassificationJob API
The #X Amz Target=Comprehend 20171127.DescribeDocumentClassificationJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describedocumentclassif...
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeDocumentClassifier API
The #X Amz Target=Comprehend 20171127.DescribeDocumentClassifier API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describedocumentclassifier.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeDominantLanguageDetectionJob API
The #X Amz Target=Comprehend 20171127.DescribeDominantLanguageDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describedominantlang...
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeEndpoint API
The #X Amz Target=Comprehend 20171127.DescribeEndpoint API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describeendpoint.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeEntitiesDetectionJob API
The #X Amz Target=Comprehend 20171127.DescribeEntitiesDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describeentitiesdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeEntityRecognizer API
The #X Amz Target=Comprehend 20171127.DescribeEntityRecognizer API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describeentityrecognizer.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeEventsDetectionJob API
The #X Amz Target=Comprehend 20171127.DescribeEventsDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describeeventsdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeFlywheel API
The #X Amz Target=Comprehend 20171127.DescribeFlywheel API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describeflywheel.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeFlywheelIteration API
The #X Amz Target=Comprehend 20171127.DescribeFlywheelIteration API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describeflywheeliteration.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeKeyPhrasesDetectionJob API
The #X Amz Target=Comprehend 20171127.DescribeKeyPhrasesDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describekeyphrasesdetectio...
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribePiiEntitiesDetectionJob API
The #X Amz Target=Comprehend 20171127.DescribePiiEntitiesDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describepiientitiesdetect...
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeResourcePolicy API
The #X Amz Target=Comprehend 20171127.DescribeResourcePolicy API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describeresourcepolicy.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeSentimentDetectionJob API
The #X Amz Target=Comprehend 20171127.DescribeSentimentDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describesentimentdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeTargetedSentimentDetectionJob API
The #X Amz Target=Comprehend 20171127.DescribeTargetedSentimentDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describetargetedsen...
Amazon Comprehend #X Amz Target=Comprehend 20171127.DescribeTopicsDetectionJob API
The #X Amz Target=Comprehend 20171127.DescribeTopicsDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.describetopicsdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DetectDominantLanguage API
The #X Amz Target=Comprehend 20171127.DetectDominantLanguage API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.detectdominantlanguage.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DetectEntities API
The #X Amz Target=Comprehend 20171127.DetectEntities API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.detectentities.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DetectKeyPhrases API
The #X Amz Target=Comprehend 20171127.DetectKeyPhrases API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.detectkeyphrases.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DetectPiiEntities API
The #X Amz Target=Comprehend 20171127.DetectPiiEntities API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.detectpiientities.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DetectSentiment API
The #X Amz Target=Comprehend 20171127.DetectSentiment API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.detectsentiment.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DetectSyntax API
The #X Amz Target=Comprehend 20171127.DetectSyntax API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.detectsyntax.
Amazon Comprehend #X Amz Target=Comprehend 20171127.DetectTargetedSentiment API
The #X Amz Target=Comprehend 20171127.DetectTargetedSentiment API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.detecttargetedsentiment.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ImportModel API
The #X Amz Target=Comprehend 20171127.ImportModel API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.importmodel.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListDatasets API
The #X Amz Target=Comprehend 20171127.ListDatasets API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listdatasets.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListDocumentClassificationJobs API
The #X Amz Target=Comprehend 20171127.ListDocumentClassificationJobs API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listdocumentclassification...
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListDocumentClassifiers API
The #X Amz Target=Comprehend 20171127.ListDocumentClassifiers API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listdocumentclassifiers.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListDocumentClassifierSummaries API
The #X Amz Target=Comprehend 20171127.ListDocumentClassifierSummaries API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listdocumentclassifiersum...
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListDominantLanguageDetectionJobs API
The #X Amz Target=Comprehend 20171127.ListDominantLanguageDetectionJobs API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listdominantlanguagedet...
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListEndpoints API
The #X Amz Target=Comprehend 20171127.ListEndpoints API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listendpoints.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListEntitiesDetectionJobs API
The #X Amz Target=Comprehend 20171127.ListEntitiesDetectionJobs API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listentitiesdetectionjobs.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListEntityRecognizers API
The #X Amz Target=Comprehend 20171127.ListEntityRecognizers API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listentityrecognizers.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListEntityRecognizerSummaries API
The #X Amz Target=Comprehend 20171127.ListEntityRecognizerSummaries API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listentityrecognizersummaries.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListEventsDetectionJobs API
The #X Amz Target=Comprehend 20171127.ListEventsDetectionJobs API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listeventsdetectionjobs.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListFlywheelIterationHistory API
The #X Amz Target=Comprehend 20171127.ListFlywheelIterationHistory API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listflywheeliterationhistory.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListFlywheels API
The #X Amz Target=Comprehend 20171127.ListFlywheels API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listflywheels.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListKeyPhrasesDetectionJobs API
The #X Amz Target=Comprehend 20171127.ListKeyPhrasesDetectionJobs API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listkeyphrasesdetectionjobs.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListPiiEntitiesDetectionJobs API
The #X Amz Target=Comprehend 20171127.ListPiiEntitiesDetectionJobs API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listpiientitiesdetectionjobs.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListSentimentDetectionJobs API
The #X Amz Target=Comprehend 20171127.ListSentimentDetectionJobs API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listsentimentdetectionjobs.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListTagsForResource API
The #X Amz Target=Comprehend 20171127.ListTagsForResource API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listtagsforresource.
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListTargetedSentimentDetectionJobs API
The #X Amz Target=Comprehend 20171127.ListTargetedSentimentDetectionJobs API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listtargetedsentimentd...
Amazon Comprehend #X Amz Target=Comprehend 20171127.ListTopicsDetectionJobs API
The #X Amz Target=Comprehend 20171127.ListTopicsDetectionJobs API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.listtopicsdetectionjobs.
Amazon Comprehend #X Amz Target=Comprehend 20171127.PutResourcePolicy API
The #X Amz Target=Comprehend 20171127.PutResourcePolicy API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.putresourcepolicy.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StartDocumentClassificationJob API
The #X Amz Target=Comprehend 20171127.StartDocumentClassificationJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.startdocumentclassificatio...
Amazon Comprehend #X Amz Target=Comprehend 20171127.StartDominantLanguageDetectionJob API
The #X Amz Target=Comprehend 20171127.StartDominantLanguageDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.startdominantlanguagede...
Amazon Comprehend #X Amz Target=Comprehend 20171127.StartEntitiesDetectionJob API
The #X Amz Target=Comprehend 20171127.StartEntitiesDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.startentitiesdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StartEventsDetectionJob API
The #X Amz Target=Comprehend 20171127.StartEventsDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.starteventsdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StartFlywheelIteration API
The #X Amz Target=Comprehend 20171127.StartFlywheelIteration API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.startflywheeliteration.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StartKeyPhrasesDetectionJob API
The #X Amz Target=Comprehend 20171127.StartKeyPhrasesDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.startkeyphrasesdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StartPiiEntitiesDetectionJob API
The #X Amz Target=Comprehend 20171127.StartPiiEntitiesDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.startpiientitiesdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StartSentimentDetectionJob API
The #X Amz Target=Comprehend 20171127.StartSentimentDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.startsentimentdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StartTargetedSentimentDetectionJob API
The #X Amz Target=Comprehend 20171127.StartTargetedSentimentDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.starttargetedsentiment...
Amazon Comprehend #X Amz Target=Comprehend 20171127.StartTopicsDetectionJob API
The #X Amz Target=Comprehend 20171127.StartTopicsDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.starttopicsdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StopDominantLanguageDetectionJob API
The #X Amz Target=Comprehend 20171127.StopDominantLanguageDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.stopdominantlanguagedete...
Amazon Comprehend #X Amz Target=Comprehend 20171127.StopEntitiesDetectionJob API
The #X Amz Target=Comprehend 20171127.StopEntitiesDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.stopentitiesdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StopEventsDetectionJob API
The #X Amz Target=Comprehend 20171127.StopEventsDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.stopeventsdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StopKeyPhrasesDetectionJob API
The #X Amz Target=Comprehend 20171127.StopKeyPhrasesDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.stopkeyphrasesdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StopPiiEntitiesDetectionJob API
The #X Amz Target=Comprehend 20171127.StopPiiEntitiesDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.stoppiientitiesdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StopSentimentDetectionJob API
The #X Amz Target=Comprehend 20171127.StopSentimentDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.stopsentimentdetectionjob.
Amazon Comprehend #X Amz Target=Comprehend 20171127.StopTargetedSentimentDetectionJob API
The #X Amz Target=Comprehend 20171127.StopTargetedSentimentDetectionJob API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.stoptargetedsentimentde...
Amazon Comprehend #X Amz Target=Comprehend 20171127.StopTrainingDocumentClassifier API
The #X Amz Target=Comprehend 20171127.StopTrainingDocumentClassifier API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.stoptrainingdocumentclassi...
Amazon Comprehend #X Amz Target=Comprehend 20171127.StopTrainingEntityRecognizer API
The #X Amz Target=Comprehend 20171127.StopTrainingEntityRecognizer API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.stoptrainingentityrecognizer.
Amazon Comprehend #X Amz Target=Comprehend 20171127.TagResource API
The #X Amz Target=Comprehend 20171127.TagResource API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.tagresource.
Amazon Comprehend #X Amz Target=Comprehend 20171127.UntagResource API
The #X Amz Target=Comprehend 20171127.UntagResource API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.untagresource.
Amazon Comprehend #X Amz Target=Comprehend 20171127.UpdateEndpoint API
The #X Amz Target=Comprehend 20171127.UpdateEndpoint API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.updateendpoint.
Amazon Comprehend #X Amz Target=Comprehend 20171127.UpdateFlywheel API
The #X Amz Target=Comprehend 20171127.UpdateFlywheel API from Amazon Comprehend — 1 operation(s) for #x amz target=comprehend 20171127.updateflywheel.
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Features 10
The notable capabilities this provider advertises, captured as structured features so they can be searched and compared instead of read one landing page at a time.
Notable capabilities this provider offers.
Entity Recognition
Identify named entities such as people, places, organizations, dates, and quantities in text.
Sentiment Analysis
Detect positive, negative, neutral, or mixed sentiment in text documents.
Key Phrase Extraction
Extract key noun phrases and concepts from unstructured text.
Language Detection
Automatically detect the dominant language of input text from 100+ supported languages.
PII Detection and Redaction
Identify and optionally redact personally identifiable information from documents.
Topic Modeling
Discover latent topics in large collections of documents using unsupervised learning.
Custom Classification
Train custom document classifiers using your own labeled training data.
Custom Entity Recognition
Train custom entity recognizers to identify domain-specific entities in text.
Syntax Analysis
Analyze the syntax of text including parts of speech tagging and tokenization.
Flywheel
Continuously improve custom models with new training data using the Flywheel feature.
Scroll within the panel for all 10 ·
Semantic Vocabularies 1
JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.
JSON-LD contexts and semantic vocabularies used across these APIs.
Amazon Comprehend Context
JSON-LDSpectral Rules 2
Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.
Amazon Comprehend API Rules
SPECTRALAmazon Comprehend API Rules
SPECTRALJSON Schema 403
Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.
Standalone JSON Schema definitions for this provider's data models.
Amazon Comprehend Entity
JSON SCHEMAAnyLengthString
JSON SCHEMAAttributeNamesListItem
JSON SCHEMAAttributeNamesList
JSON SCHEMAAugmentedManifestsDocumentTypeFormat
JSON SCHEMAAugmentedManifestsListItem
JSON SCHEMABatchDetectDominantLanguageItemResult
JSON SCHEMABatchDetectDominantLanguageRequest
JSON SCHEMABatchDetectDominantLanguageResponse
JSON SCHEMABatchDetectEntitiesItemResult
JSON SCHEMABatchDetectEntitiesRequest
JSON SCHEMABatchDetectEntitiesResponse
JSON SCHEMABatchDetectKeyPhrasesItemResult
JSON SCHEMABatchDetectKeyPhrasesRequest
JSON SCHEMABatchDetectKeyPhrasesResponse
JSON SCHEMABatchDetectSentimentItemResult
JSON SCHEMABatchDetectSentimentRequest
JSON SCHEMABatchDetectSentimentResponse
JSON SCHEMABatchDetectSyntaxItemResult
JSON SCHEMABatchDetectSyntaxRequest
JSON SCHEMABatchDetectSyntaxResponse
JSON SCHEMABatchDetectTargetedSentimentItemResult
JSON SCHEMABatchDetectTargetedSentimentRequest
JSON SCHEMABatchDetectTargetedSentimentResponse
JSON SCHEMABlockReference
JSON SCHEMABlock
JSON SCHEMABlockType
JSON SCHEMABoundingBox
JSON SCHEMAChildBlock
JSON SCHEMAClassifierEvaluationMetrics
JSON SCHEMAClassifierMetadata
JSON SCHEMAClassifyDocumentRequest
JSON SCHEMAClassifyDocumentResponse
JSON SCHEMAClientRequestTokenString
JSON SCHEMAComprehendArnName
JSON SCHEMAComprehendArn
JSON SCHEMAComprehendDatasetArn
JSON SCHEMAComprehendEndpointArn
JSON SCHEMAComprehendEndpointName
JSON SCHEMAComprehendFlywheelArn
JSON SCHEMAComprehendModelArn
JSON SCHEMAContainsPiiEntitiesRequest
JSON SCHEMAContainsPiiEntitiesResponse
JSON SCHEMACreateDatasetRequest
JSON SCHEMACreateDatasetResponse
JSON SCHEMACreateDocumentClassifierRequest
JSON SCHEMACreateDocumentClassifierResponse
JSON SCHEMACreateEndpointRequest
JSON SCHEMACreateEndpointResponse
JSON SCHEMACreateEntityRecognizerRequest
JSON SCHEMACreateEntityRecognizerResponse
JSON SCHEMACreateFlywheelRequest
JSON SCHEMACreateFlywheelResponse
JSON SCHEMACustomerInputStringList
JSON SCHEMACustomerInputString
JSON SCHEMADataSecurityConfig
JSON SCHEMADatasetAugmentedManifestsListItem
JSON SCHEMADatasetAugmentedManifestsList
JSON SCHEMADatasetDataFormat
JSON SCHEMADatasetDocumentClassifierInputDataConfig
JSON SCHEMADatasetEntityRecognizerAnnotations
JSON SCHEMADatasetEntityRecognizerDocuments
JSON SCHEMADatasetEntityRecognizerEntityList
JSON SCHEMADatasetEntityRecognizerInputDataConfig
JSON SCHEMADatasetFilter
JSON SCHEMADatasetInputDataConfig
JSON SCHEMADatasetPropertiesList
JSON SCHEMADatasetProperties
JSON SCHEMADatasetStatus
JSON SCHEMADatasetType
JSON SCHEMADeleteDocumentClassifierRequest
JSON SCHEMADeleteDocumentClassifierResponse
JSON SCHEMADeleteEndpointRequest
JSON SCHEMADeleteEndpointResponse
JSON SCHEMADeleteEntityRecognizerRequest
JSON SCHEMADeleteEntityRecognizerResponse
JSON SCHEMADeleteFlywheelRequest
JSON SCHEMADeleteFlywheelResponse
JSON SCHEMADeleteResourcePolicyRequest
JSON SCHEMADeleteResourcePolicyResponse
JSON SCHEMADescribeDatasetRequest
JSON SCHEMADescribeDatasetResponse
JSON SCHEMADescribeDocumentClassificationJobRequest
JSON SCHEMADescribeDocumentClassificationJobResponse
JSON SCHEMADescribeDocumentClassifierRequest
JSON SCHEMADescribeDocumentClassifierResponse
JSON SCHEMADescribeDominantLanguageDetectionJobRequest
JSON SCHEMADescribeDominantLanguageDetectionJobResponse
JSON SCHEMADescribeEndpointRequest
JSON SCHEMADescribeEndpointResponse
JSON SCHEMADescribeEntitiesDetectionJobRequest
JSON SCHEMADescribeEntitiesDetectionJobResponse
JSON SCHEMADescribeEntityRecognizerRequest
JSON SCHEMADescribeEntityRecognizerResponse
JSON SCHEMADescribeEventsDetectionJobRequest
JSON SCHEMADescribeEventsDetectionJobResponse
JSON SCHEMADescribeFlywheelIterationRequest
JSON SCHEMADescribeFlywheelIterationResponse
JSON SCHEMADescribeFlywheelRequest
JSON SCHEMADescribeFlywheelResponse
JSON SCHEMADescribeKeyPhrasesDetectionJobRequest
JSON SCHEMADescribeKeyPhrasesDetectionJobResponse
JSON SCHEMADescribePiiEntitiesDetectionJobRequest
JSON SCHEMADescribePiiEntitiesDetectionJobResponse
JSON SCHEMADescribeResourcePolicyRequest
JSON SCHEMADescribeResourcePolicyResponse
JSON SCHEMADescribeSentimentDetectionJobRequest
JSON SCHEMADescribeSentimentDetectionJobResponse
JSON SCHEMADescribeTargetedSentimentDetectionJobRequest
JSON SCHEMADescribeTopicsDetectionJobRequest
JSON SCHEMADescribeTopicsDetectionJobResponse
JSON SCHEMADescription
JSON SCHEMADetectDominantLanguageRequest
JSON SCHEMADetectDominantLanguageResponse
JSON SCHEMADetectEntitiesRequest
JSON SCHEMADetectEntitiesResponse
JSON SCHEMADetectKeyPhrasesRequest
JSON SCHEMADetectKeyPhrasesResponse
JSON SCHEMADetectPiiEntitiesRequest
JSON SCHEMADetectPiiEntitiesResponse
JSON SCHEMADetectSentimentRequest
JSON SCHEMADetectSentimentResponse
JSON SCHEMADetectSyntaxRequest
JSON SCHEMADetectSyntaxResponse
JSON SCHEMADetectTargetedSentimentRequest
JSON SCHEMADetectTargetedSentimentResponse
JSON SCHEMADocumentClass
JSON SCHEMADocumentClassificationConfig
JSON SCHEMADocumentClassificationJobFilter
JSON SCHEMADocumentClassificationJobPropertiesList
JSON SCHEMADocumentClassificationJobProperties
JSON SCHEMADocumentClassifierArn
JSON SCHEMADocumentClassifierAugmentedManifestsList
JSON SCHEMADocumentClassifierDataFormat
JSON SCHEMADocumentClassifierDocumentTypeFormat
JSON SCHEMADocumentClassifierDocuments
JSON SCHEMADocumentClassifierEndpointArn
JSON SCHEMADocumentClassifierFilter
JSON SCHEMADocumentClassifierInputDataConfig
JSON SCHEMADocumentClassifierMode
JSON SCHEMADocumentClassifierOutputDataConfig
JSON SCHEMADocumentClassifierPropertiesList
JSON SCHEMADocumentClassifierProperties
JSON SCHEMADocumentClassifierSummariesList
JSON SCHEMADocumentClassifierSummary
JSON SCHEMADocumentLabel
JSON SCHEMADocumentMetadata
JSON SCHEMADocumentReadAction
JSON SCHEMADocumentReadFeatureTypes
JSON SCHEMADocumentReadMode
JSON SCHEMADocumentReaderConfig
JSON SCHEMADocumentTypeListItem
JSON SCHEMADocumentType
JSON SCHEMADominantLanguageDetectionJobFilter
JSON SCHEMADominantLanguageDetectionJobPropertiesList
JSON SCHEMADominantLanguageDetectionJobProperties
JSON SCHEMADominantLanguage
JSON SCHEMADouble
JSON SCHEMAEndpointFilter
JSON SCHEMAEndpointPropertiesList
JSON SCHEMAEndpointProperties
JSON SCHEMAEndpointStatus
JSON SCHEMAEntitiesDetectionJobFilter
JSON SCHEMAEntitiesDetectionJobPropertiesList
JSON SCHEMAEntitiesDetectionJobProperties
JSON SCHEMAEntityLabel
JSON SCHEMAEntityRecognitionConfig
JSON SCHEMAEntityRecognizerAnnotations
JSON SCHEMAEntityRecognizerArn
JSON SCHEMAEntityRecognizerAugmentedManifestsList
JSON SCHEMAEntityRecognizerDataFormat
JSON SCHEMAEntityRecognizerDocuments
JSON SCHEMAEntityRecognizerEndpointArn
JSON SCHEMAEntityRecognizerEntityList
JSON SCHEMAEntityRecognizerEvaluationMetrics
JSON SCHEMAEntityRecognizerFilter
JSON SCHEMAEntityRecognizerInputDataConfig
JSON SCHEMAEntityRecognizerMetadataEntityTypesListItem
JSON SCHEMAEntityRecognizerMetadataEntityTypesList
JSON SCHEMAEntityRecognizerMetadata
JSON SCHEMAEntityRecognizerOutputDataConfig
JSON SCHEMAEntityRecognizerPropertiesList
JSON SCHEMAEntityRecognizerProperties
JSON SCHEMAEntityRecognizerSummariesList
JSON SCHEMAEntityRecognizerSummary
JSON SCHEMAEntity
JSON SCHEMAEntityTypeName
JSON SCHEMAEntityType
JSON SCHEMAEntityTypesEvaluationMetrics
JSON SCHEMAEntityTypesListItem
JSON SCHEMAEntityTypesList
JSON SCHEMAEventTypeString
JSON SCHEMAEventsDetectionJobFilter
JSON SCHEMAEventsDetectionJobPropertiesList
JSON SCHEMAEventsDetectionJobProperties
JSON SCHEMAExtractedCharactersListItem
JSON SCHEMAFloat
JSON SCHEMAFlywheelFilter
JSON SCHEMAFlywheelIterationFilter
JSON SCHEMAFlywheelIterationId
JSON SCHEMAFlywheelIterationPropertiesList
JSON SCHEMAFlywheelIterationProperties
JSON SCHEMAFlywheelIterationStatus
JSON SCHEMAFlywheelModelEvaluationMetrics
JSON SCHEMAFlywheelProperties
JSON SCHEMAFlywheelS3Uri
JSON SCHEMAFlywheelStatus
JSON SCHEMAFlywheelSummaryList
JSON SCHEMAFlywheelSummary
JSON SCHEMAGeometry
JSON SCHEMAIamRoleArn
JSON SCHEMAImportModelRequest
JSON SCHEMAImportModelResponse
JSON SCHEMAInferenceUnitsInteger
JSON SCHEMAInputDataConfig
JSON SCHEMAInputFormat
JSON SCHEMAInteger
JSON SCHEMAJobId
JSON SCHEMAJobName
JSON SCHEMAJobStatus
JSON SCHEMAKeyPhrase
JSON SCHEMAKeyPhrasesDetectionJobFilter
JSON SCHEMAKeyPhrasesDetectionJobPropertiesList
JSON SCHEMAKeyPhrasesDetectionJobProperties
JSON SCHEMAKmsKeyId
JSON SCHEMALabelDelimiter
JSON SCHEMALabelListItem
JSON SCHEMALabelsList
JSON SCHEMALanguageCode
JSON SCHEMAListDatasetsRequest
JSON SCHEMAListDatasetsResponse
JSON SCHEMAListDocumentClassificationJobsRequest
JSON SCHEMAListDocumentClassificationJobsResponse
JSON SCHEMAListDocumentClassifierSummariesRequest
JSON SCHEMAListDocumentClassifierSummariesResponse
JSON SCHEMAListDocumentClassifiersRequest
JSON SCHEMAListDocumentClassifiersResponse
JSON SCHEMAListDominantLanguageDetectionJobsRequest
JSON SCHEMAListDominantLanguageDetectionJobsResponse
JSON SCHEMAListEndpointsRequest
JSON SCHEMAListEndpointsResponse
JSON SCHEMAListEntitiesDetectionJobsRequest
JSON SCHEMAListEntitiesDetectionJobsResponse
JSON SCHEMAListEntityRecognizerSummariesRequest
JSON SCHEMAListEntityRecognizerSummariesResponse
JSON SCHEMAListEntityRecognizersRequest
JSON SCHEMAListEntityRecognizersResponse
JSON SCHEMAListEventsDetectionJobsRequest
JSON SCHEMAListEventsDetectionJobsResponse
JSON SCHEMAListFlywheelIterationHistoryRequest
JSON SCHEMAListFlywheelIterationHistoryResponse
JSON SCHEMAListFlywheelsRequest
JSON SCHEMAListFlywheelsResponse
JSON SCHEMAListKeyPhrasesDetectionJobsRequest
JSON SCHEMAListKeyPhrasesDetectionJobsResponse
JSON SCHEMAListOfBlockReferences
JSON SCHEMAListOfBlocks
JSON SCHEMAListOfChildBlocks
JSON SCHEMAListOfClasses
JSON SCHEMAListOfDescriptiveMentionIndices
JSON SCHEMAListOfDetectDominantLanguageResult
JSON SCHEMAListOfDetectEntitiesResult
JSON SCHEMAListOfDetectKeyPhrasesResult
JSON SCHEMAListOfDetectSentimentResult
JSON SCHEMAListOfDetectSyntaxResult
JSON SCHEMAListOfDetectTargetedSentimentResult
JSON SCHEMAListOfDocumentReadFeatureTypes
JSON SCHEMAListOfDocumentType
JSON SCHEMAListOfDominantLanguages
JSON SCHEMAListOfEntities
JSON SCHEMAListOfEntityLabels
JSON SCHEMAListOfExtractedCharacters
JSON SCHEMAListOfKeyPhrases
JSON SCHEMAListOfLabels
JSON SCHEMAListOfMentions
JSON SCHEMAListOfPiiEntities
JSON SCHEMAListOfPiiEntityTypes
JSON SCHEMAListOfRelationships
JSON SCHEMAListOfSyntaxTokens
JSON SCHEMAListOfTargetedSentimentEntities
JSON SCHEMAListOfWarnings
JSON SCHEMAListPiiEntitiesDetectionJobsRequest
JSON SCHEMAListPiiEntitiesDetectionJobsResponse
JSON SCHEMAListSentimentDetectionJobsRequest
JSON SCHEMAListSentimentDetectionJobsResponse
JSON SCHEMAListTagsForResourceRequest
JSON SCHEMAListTagsForResourceResponse
JSON SCHEMAListTargetedSentimentDetectionJobsRequest
JSON SCHEMAListTargetedSentimentDetectionJobsResponse
JSON SCHEMAListTopicsDetectionJobsRequest
JSON SCHEMAListTopicsDetectionJobsResponse
JSON SCHEMAMaskCharacter
JSON SCHEMAMaxResultsInteger
JSON SCHEMAMentionSentiment
JSON SCHEMAModelStatus
JSON SCHEMAModelType
JSON SCHEMANumberOfDocuments
JSON SCHEMANumberOfTopicsInteger
JSON SCHEMAOutputDataConfig
JSON SCHEMAPageBasedWarningCode
JSON SCHEMAPartOfSpeechTag
JSON SCHEMAPartOfSpeechTagType
JSON SCHEMAPiiEntitiesDetectionJobFilter
JSON SCHEMAPiiEntitiesDetectionJobPropertiesList
JSON SCHEMAPiiEntitiesDetectionJobProperties
JSON SCHEMAPiiEntitiesDetectionMaskMode
JSON SCHEMAPiiEntitiesDetectionMode
JSON SCHEMAPiiEntity
JSON SCHEMAPiiEntityType
JSON SCHEMAPiiOutputDataConfig
JSON SCHEMAPoint
JSON SCHEMAPolicyRevisionId
JSON SCHEMAPolicy
JSON SCHEMAPolygon
JSON SCHEMAPutResourcePolicyRequest
JSON SCHEMAPutResourcePolicyResponse
JSON SCHEMARedactionConfig
JSON SCHEMARelationshipType
JSON SCHEMARelationshipsListItem
JSON SCHEMAS3Uri
JSON SCHEMASecurityGroupId
JSON SCHEMASecurityGroupIds
JSON SCHEMASemiStructuredDocumentBlob
JSON SCHEMASentimentDetectionJobFilter
JSON SCHEMASentimentDetectionJobPropertiesList
JSON SCHEMASentimentDetectionJobProperties
JSON SCHEMASentimentScore
JSON SCHEMASentimentType
JSON SCHEMASplit
JSON SCHEMAStartDocumentClassificationJobRequest
JSON SCHEMAStartDocumentClassificationJobResponse
JSON SCHEMAStartDominantLanguageDetectionJobRequest
JSON SCHEMAStartDominantLanguageDetectionJobResponse
JSON SCHEMAStartEntitiesDetectionJobRequest
JSON SCHEMAStartEntitiesDetectionJobResponse
JSON SCHEMAStartEventsDetectionJobRequest
JSON SCHEMAStartEventsDetectionJobResponse
JSON SCHEMAStartFlywheelIterationRequest
JSON SCHEMAStartFlywheelIterationResponse
JSON SCHEMAStartKeyPhrasesDetectionJobRequest
JSON SCHEMAStartKeyPhrasesDetectionJobResponse
JSON SCHEMAStartPiiEntitiesDetectionJobRequest
JSON SCHEMAStartPiiEntitiesDetectionJobResponse
JSON SCHEMAStartSentimentDetectionJobRequest
JSON SCHEMAStartSentimentDetectionJobResponse
JSON SCHEMAStartTargetedSentimentDetectionJobRequest
JSON SCHEMAStartTargetedSentimentDetectionJobResponse
JSON SCHEMAStartTopicsDetectionJobRequest
JSON SCHEMAStartTopicsDetectionJobResponse
JSON SCHEMAStopDominantLanguageDetectionJobRequest
JSON SCHEMAStopDominantLanguageDetectionJobResponse
JSON SCHEMAStopEntitiesDetectionJobRequest
JSON SCHEMAStopEntitiesDetectionJobResponse
JSON SCHEMAStopEventsDetectionJobRequest
JSON SCHEMAStopEventsDetectionJobResponse
JSON SCHEMAStopKeyPhrasesDetectionJobRequest
JSON SCHEMAStopKeyPhrasesDetectionJobResponse
JSON SCHEMAStopPiiEntitiesDetectionJobRequest
JSON SCHEMAStopPiiEntitiesDetectionJobResponse
JSON SCHEMAStopSentimentDetectionJobRequest
JSON SCHEMAStopSentimentDetectionJobResponse
JSON SCHEMAStopTargetedSentimentDetectionJobRequest
JSON SCHEMAStopTargetedSentimentDetectionJobResponse
JSON SCHEMAStopTrainingDocumentClassifierRequest
JSON SCHEMAStopTrainingDocumentClassifierResponse
JSON SCHEMAStopTrainingEntityRecognizerRequest
JSON SCHEMAStopTrainingEntityRecognizerResponse
JSON SCHEMAStringList
JSON SCHEMAString
JSON SCHEMASubnetId
JSON SCHEMASubnets
JSON SCHEMASyntaxLanguageCode
JSON SCHEMASyntaxToken
JSON SCHEMATagKeyList
JSON SCHEMATagKey
JSON SCHEMATagList
JSON SCHEMATagResourceRequest
JSON SCHEMATagResourceResponse
JSON SCHEMATag
JSON SCHEMATagValue
JSON SCHEMATargetEventTypes
JSON SCHEMATargetedSentimentDetectionJobFilter
JSON SCHEMATargetedSentimentDetectionJobPropertiesList
JSON SCHEMATargetedSentimentDetectionJobProperties
JSON SCHEMATargetedSentimentEntity
JSON SCHEMATargetedSentimentEntityType
JSON SCHEMATargetedSentimentMention
JSON SCHEMATaskConfig
JSON SCHEMATimestamp
JSON SCHEMATopicsDetectionJobFilter
JSON SCHEMATopicsDetectionJobPropertiesList
JSON SCHEMATopicsDetectionJobProperties
JSON SCHEMAUntagResourceRequest
JSON SCHEMAUntagResourceResponse
JSON SCHEMAUpdateDataSecurityConfig
JSON SCHEMAUpdateEndpointRequest
JSON SCHEMAUpdateEndpointResponse
JSON SCHEMAUpdateFlywheelRequest
JSON SCHEMAUpdateFlywheelResponse
JSON SCHEMAVersionName
JSON SCHEMAVpcConfig
JSON SCHEMAWarningsListItem
JSON SCHEMAScroll within the panel for all 403 ·
JSON Structure 403
JSON Structure captures the data shapes in a form built for tooling — a complement to JSON Schema that keeps the model machine-legible.
JSON Structure definitions describing this provider's data shapes.
Amazon Comprehend Entity Structure
JSON STRUCTUREOpenapi.Yml Any Length String Structure
JSON STRUCTUREOpenapi.Yml Attribute Names List Item Structure
JSON STRUCTUREOpenapi.Yml Attribute Names List Structure
JSON STRUCTUREOpenapi.Yml Augmented Manifests List Item Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Entities Item Result Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Entities Request Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Entities Response Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Key Phrases Request Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Key Phrases Response Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Sentiment Item Result Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Sentiment Request Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Sentiment Response Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Syntax Item Result Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Syntax Request Structure
JSON STRUCTUREOpenapi.Yml Batch Detect Syntax Response Structure
JSON STRUCTUREOpenapi.Yml Block Reference Structure
JSON STRUCTUREOpenapi.Yml Block Structure
JSON STRUCTUREOpenapi.Yml Block Type Structure
JSON STRUCTUREOpenapi.Yml Bounding Box Structure
JSON STRUCTUREOpenapi.Yml Child Block Structure
JSON STRUCTUREOpenapi.Yml Classifier Evaluation Metrics Structure
JSON STRUCTUREOpenapi.Yml Classifier Metadata Structure
JSON STRUCTUREOpenapi.Yml Classify Document Request Structure
JSON STRUCTUREOpenapi.Yml Classify Document Response Structure
JSON STRUCTUREOpenapi.Yml Client Request Token String Structure
JSON STRUCTUREOpenapi.Yml Comprehend Arn Name Structure
JSON STRUCTUREOpenapi.Yml Comprehend Arn Structure
JSON STRUCTUREOpenapi.Yml Comprehend Dataset Arn Structure
JSON STRUCTUREOpenapi.Yml Comprehend Endpoint Arn Structure
JSON STRUCTUREOpenapi.Yml Comprehend Endpoint Name Structure
JSON STRUCTUREOpenapi.Yml Comprehend Flywheel Arn Structure
JSON STRUCTUREOpenapi.Yml Comprehend Model Arn Structure
JSON STRUCTUREOpenapi.Yml Contains Pii Entities Request Structure
JSON STRUCTUREOpenapi.Yml Contains Pii Entities Response Structure
JSON STRUCTUREOpenapi.Yml Create Dataset Request Structure
JSON STRUCTUREOpenapi.Yml Create Dataset Response Structure
JSON STRUCTUREOpenapi.Yml Create Document Classifier Request Structure
JSON STRUCTUREOpenapi.Yml Create Endpoint Request Structure
JSON STRUCTUREOpenapi.Yml Create Endpoint Response Structure
JSON STRUCTUREOpenapi.Yml Create Entity Recognizer Request Structure
JSON STRUCTUREOpenapi.Yml Create Entity Recognizer Response Structure
JSON STRUCTUREOpenapi.Yml Create Flywheel Request Structure
JSON STRUCTUREOpenapi.Yml Create Flywheel Response Structure
JSON STRUCTUREOpenapi.Yml Customer Input String List Structure
JSON STRUCTUREOpenapi.Yml Customer Input String Structure
JSON STRUCTUREOpenapi.Yml Data Security Config Structure
JSON STRUCTUREOpenapi.Yml Dataset Augmented Manifests List Structure
JSON STRUCTUREOpenapi.Yml Dataset Data Format Structure
JSON STRUCTUREOpenapi.Yml Dataset Filter Structure
JSON STRUCTUREOpenapi.Yml Dataset Input Data Config Structure
JSON STRUCTUREOpenapi.Yml Dataset Properties List Structure
JSON STRUCTUREOpenapi.Yml Dataset Properties Structure
JSON STRUCTUREOpenapi.Yml Dataset Status Structure
JSON STRUCTUREOpenapi.Yml Dataset Type Structure
JSON STRUCTUREOpenapi.Yml Delete Document Classifier Request Structure
JSON STRUCTUREOpenapi.Yml Delete Endpoint Request Structure
JSON STRUCTUREOpenapi.Yml Delete Endpoint Response Structure
JSON STRUCTUREOpenapi.Yml Delete Entity Recognizer Request Structure
JSON STRUCTUREOpenapi.Yml Delete Entity Recognizer Response Structure
JSON STRUCTUREOpenapi.Yml Delete Flywheel Request Structure
JSON STRUCTUREOpenapi.Yml Delete Flywheel Response Structure
JSON STRUCTUREOpenapi.Yml Delete Resource Policy Request Structure
JSON STRUCTUREOpenapi.Yml Delete Resource Policy Response Structure
JSON STRUCTUREOpenapi.Yml Describe Dataset Request Structure
JSON STRUCTUREOpenapi.Yml Describe Dataset Response Structure
JSON STRUCTUREOpenapi.Yml Describe Endpoint Request Structure
JSON STRUCTUREOpenapi.Yml Describe Endpoint Response Structure
JSON STRUCTUREOpenapi.Yml Describe Entity Recognizer Request Structure
JSON STRUCTUREOpenapi.Yml Describe Flywheel Request Structure
JSON STRUCTUREOpenapi.Yml Describe Flywheel Response Structure
JSON STRUCTUREOpenapi.Yml Describe Resource Policy Request Structure
JSON STRUCTUREOpenapi.Yml Describe Resource Policy Response Structure
JSON STRUCTUREOpenapi.Yml Description Structure
JSON STRUCTUREOpenapi.Yml Detect Dominant Language Request Structure
JSON STRUCTUREOpenapi.Yml Detect Dominant Language Response Structure
JSON STRUCTUREOpenapi.Yml Detect Entities Request Structure
JSON STRUCTUREOpenapi.Yml Detect Entities Response Structure
JSON STRUCTUREOpenapi.Yml Detect Key Phrases Request Structure
JSON STRUCTUREOpenapi.Yml Detect Key Phrases Response Structure
JSON STRUCTUREOpenapi.Yml Detect Pii Entities Request Structure
JSON STRUCTUREOpenapi.Yml Detect Pii Entities Response Structure
JSON STRUCTUREOpenapi.Yml Detect Sentiment Request Structure
JSON STRUCTUREOpenapi.Yml Detect Sentiment Response Structure
JSON STRUCTUREOpenapi.Yml Detect Syntax Request Structure
JSON STRUCTUREOpenapi.Yml Detect Syntax Response Structure
JSON STRUCTUREOpenapi.Yml Detect Targeted Sentiment Request Structure
JSON STRUCTUREOpenapi.Yml Detect Targeted Sentiment Response Structure
JSON STRUCTUREOpenapi.Yml Document Class Structure
JSON STRUCTUREOpenapi.Yml Document Classification Config Structure
JSON STRUCTUREOpenapi.Yml Document Classification Job Filter Structure
JSON STRUCTUREOpenapi.Yml Document Classifier Arn Structure
JSON STRUCTUREOpenapi.Yml Document Classifier Data Format Structure
JSON STRUCTUREOpenapi.Yml Document Classifier Documents Structure
JSON STRUCTUREOpenapi.Yml Document Classifier Endpoint Arn Structure
JSON STRUCTUREOpenapi.Yml Document Classifier Filter Structure
JSON STRUCTUREOpenapi.Yml Document Classifier Mode Structure
JSON STRUCTUREOpenapi.Yml Document Classifier Properties Structure
JSON STRUCTUREOpenapi.Yml Document Classifier Summaries List Structure
JSON STRUCTUREOpenapi.Yml Document Classifier Summary Structure
JSON STRUCTUREOpenapi.Yml Document Label Structure
JSON STRUCTUREOpenapi.Yml Document Metadata Structure
JSON STRUCTUREOpenapi.Yml Document Read Action Structure
JSON STRUCTUREOpenapi.Yml Document Read Feature Types Structure
JSON STRUCTUREOpenapi.Yml Document Read Mode Structure
JSON STRUCTUREOpenapi.Yml Document Reader Config Structure
JSON STRUCTUREOpenapi.Yml Document Type List Item Structure
JSON STRUCTUREOpenapi.Yml Document Type Structure
JSON STRUCTUREOpenapi.Yml Dominant Language Structure
JSON STRUCTUREOpenapi.Yml Double Structure
JSON STRUCTUREOpenapi.Yml Endpoint Filter Structure
JSON STRUCTUREOpenapi.Yml Endpoint Properties List Structure
JSON STRUCTUREOpenapi.Yml Endpoint Properties Structure
JSON STRUCTUREOpenapi.Yml Endpoint Status Structure
JSON STRUCTUREOpenapi.Yml Entities Detection Job Filter Structure
JSON STRUCTUREOpenapi.Yml Entities Detection Job Properties Structure
JSON STRUCTUREOpenapi.Yml Entity Label Structure
JSON STRUCTUREOpenapi.Yml Entity Recognition Config Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Annotations Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Arn Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Data Format Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Documents Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Endpoint Arn Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Entity List Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Filter Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Metadata Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Properties List Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Properties Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Summaries List Structure
JSON STRUCTUREOpenapi.Yml Entity Recognizer Summary Structure
JSON STRUCTUREOpenapi.Yml Entity Structure
JSON STRUCTUREOpenapi.Yml Entity Type Name Structure
JSON STRUCTUREOpenapi.Yml Entity Type Structure
JSON STRUCTUREOpenapi.Yml Entity Types Evaluation Metrics Structure
JSON STRUCTUREOpenapi.Yml Entity Types List Item Structure
JSON STRUCTUREOpenapi.Yml Entity Types List Structure
JSON STRUCTUREOpenapi.Yml Event Type String Structure
JSON STRUCTUREOpenapi.Yml Events Detection Job Filter Structure
JSON STRUCTUREOpenapi.Yml Events Detection Job Properties Structure
JSON STRUCTUREOpenapi.Yml Extracted Characters List Item Structure
JSON STRUCTUREOpenapi.Yml Float Structure
JSON STRUCTUREOpenapi.Yml Flywheel Filter Structure
JSON STRUCTUREOpenapi.Yml Flywheel Iteration Filter Structure
JSON STRUCTUREOpenapi.Yml Flywheel Iteration Id Structure
JSON STRUCTUREOpenapi.Yml Flywheel Iteration Properties List Structure
JSON STRUCTUREOpenapi.Yml Flywheel Iteration Properties Structure
JSON STRUCTUREOpenapi.Yml Flywheel Iteration Status Structure
JSON STRUCTUREOpenapi.Yml Flywheel Model Evaluation Metrics Structure
JSON STRUCTUREOpenapi.Yml Flywheel Properties Structure
JSON STRUCTUREOpenapi.Yml Flywheel S3 Uri Structure
JSON STRUCTUREOpenapi.Yml Flywheel Status Structure
JSON STRUCTUREOpenapi.Yml Flywheel Summary List Structure
JSON STRUCTUREOpenapi.Yml Flywheel Summary Structure
JSON STRUCTUREOpenapi.Yml Geometry Structure
JSON STRUCTUREOpenapi.Yml Iam Role Arn Structure
JSON STRUCTUREOpenapi.Yml Import Model Request Structure
JSON STRUCTUREOpenapi.Yml Import Model Response Structure
JSON STRUCTUREOpenapi.Yml Inference Units Integer Structure
JSON STRUCTUREOpenapi.Yml Input Data Config Structure
JSON STRUCTUREOpenapi.Yml Input Format Structure
JSON STRUCTUREOpenapi.Yml Integer Structure
JSON STRUCTUREOpenapi.Yml Job Id Structure
JSON STRUCTUREOpenapi.Yml Job Name Structure
JSON STRUCTUREOpenapi.Yml Job Status Structure
JSON STRUCTUREOpenapi.Yml Key Phrase Structure
JSON STRUCTUREOpenapi.Yml Key Phrases Detection Job Filter Structure
JSON STRUCTUREOpenapi.Yml Kms Key Id Structure
JSON STRUCTUREOpenapi.Yml Label Delimiter Structure
JSON STRUCTUREOpenapi.Yml Label List Item Structure
JSON STRUCTUREOpenapi.Yml Labels List Structure
JSON STRUCTUREOpenapi.Yml Language Code Structure
JSON STRUCTUREOpenapi.Yml List Datasets Request Structure
JSON STRUCTUREOpenapi.Yml List Datasets Response Structure
JSON STRUCTUREOpenapi.Yml List Document Classifiers Request Structure
JSON STRUCTUREOpenapi.Yml List Document Classifiers Response Structure
JSON STRUCTUREOpenapi.Yml List Endpoints Request Structure
JSON STRUCTUREOpenapi.Yml List Endpoints Response Structure
JSON STRUCTUREOpenapi.Yml List Entity Recognizers Request Structure
JSON STRUCTUREOpenapi.Yml List Entity Recognizers Response Structure
JSON STRUCTUREOpenapi.Yml List Events Detection Jobs Request Structure
JSON STRUCTUREOpenapi.Yml List Flywheels Request Structure
JSON STRUCTUREOpenapi.Yml List Flywheels Response Structure
JSON STRUCTUREOpenapi.Yml List Of Block References Structure
JSON STRUCTUREOpenapi.Yml List Of Blocks Structure
JSON STRUCTUREOpenapi.Yml List Of Child Blocks Structure
JSON STRUCTUREOpenapi.Yml List Of Classes Structure
JSON STRUCTUREOpenapi.Yml List Of Detect Entities Result Structure
JSON STRUCTUREOpenapi.Yml List Of Detect Key Phrases Result Structure
JSON STRUCTUREOpenapi.Yml List Of Detect Sentiment Result Structure
JSON STRUCTUREOpenapi.Yml List Of Detect Syntax Result Structure
JSON STRUCTUREOpenapi.Yml List Of Document Type Structure
JSON STRUCTUREOpenapi.Yml List Of Dominant Languages Structure
JSON STRUCTUREOpenapi.Yml List Of Entities Structure
JSON STRUCTUREOpenapi.Yml List Of Entity Labels Structure
JSON STRUCTUREOpenapi.Yml List Of Extracted Characters Structure
JSON STRUCTUREOpenapi.Yml List Of Key Phrases Structure
JSON STRUCTUREOpenapi.Yml List Of Labels Structure
JSON STRUCTUREOpenapi.Yml List Of Mentions Structure
JSON STRUCTUREOpenapi.Yml List Of Pii Entities Structure
JSON STRUCTUREOpenapi.Yml List Of Pii Entity Types Structure
JSON STRUCTUREOpenapi.Yml List Of Relationships Structure
JSON STRUCTUREOpenapi.Yml List Of Syntax Tokens Structure
JSON STRUCTUREOpenapi.Yml List Of Warnings Structure
JSON STRUCTUREOpenapi.Yml List Tags For Resource Request Structure
JSON STRUCTUREOpenapi.Yml List Tags For Resource Response Structure
JSON STRUCTUREOpenapi.Yml List Topics Detection Jobs Request Structure
JSON STRUCTUREOpenapi.Yml Mask Character Structure
JSON STRUCTUREOpenapi.Yml Max Results Integer Structure
JSON STRUCTUREOpenapi.Yml Mention Sentiment Structure
JSON STRUCTUREOpenapi.Yml Model Status Structure
JSON STRUCTUREOpenapi.Yml Model Type Structure
JSON STRUCTUREOpenapi.Yml Number Of Documents Structure
JSON STRUCTUREOpenapi.Yml Number Of Topics Integer Structure
JSON STRUCTUREOpenapi.Yml Output Data Config Structure
JSON STRUCTUREOpenapi.Yml Page Based Warning Code Structure
JSON STRUCTUREOpenapi.Yml Part Of Speech Tag Structure
JSON STRUCTUREOpenapi.Yml Part Of Speech Tag Type Structure
JSON STRUCTUREOpenapi.Yml Pii Entities Detection Job Filter Structure
JSON STRUCTUREOpenapi.Yml Pii Entities Detection Mask Mode Structure
JSON STRUCTUREOpenapi.Yml Pii Entities Detection Mode Structure
JSON STRUCTUREOpenapi.Yml Pii Entity Structure
JSON STRUCTUREOpenapi.Yml Pii Entity Type Structure
JSON STRUCTUREOpenapi.Yml Pii Output Data Config Structure
JSON STRUCTUREOpenapi.Yml Point Structure
JSON STRUCTUREOpenapi.Yml Policy Revision Id Structure
JSON STRUCTUREOpenapi.Yml Policy Structure
JSON STRUCTUREOpenapi.Yml Polygon Structure
JSON STRUCTUREOpenapi.Yml Put Resource Policy Request Structure
JSON STRUCTUREOpenapi.Yml Put Resource Policy Response Structure
JSON STRUCTUREOpenapi.Yml Redaction Config Structure
JSON STRUCTUREOpenapi.Yml Relationship Type Structure
JSON STRUCTUREOpenapi.Yml Relationships List Item Structure
JSON STRUCTUREOpenapi.Yml S3 Uri Structure
JSON STRUCTUREOpenapi.Yml Security Group Id Structure
JSON STRUCTUREOpenapi.Yml Security Group Ids Structure
JSON STRUCTUREOpenapi.Yml Semi Structured Document Blob Structure
JSON STRUCTUREOpenapi.Yml Sentiment Detection Job Filter Structure
JSON STRUCTUREOpenapi.Yml Sentiment Detection Job Properties Structure
JSON STRUCTUREOpenapi.Yml Sentiment Score Structure
JSON STRUCTUREOpenapi.Yml Sentiment Type Structure
JSON STRUCTUREOpenapi.Yml Split Structure
JSON STRUCTUREOpenapi.Yml Start Events Detection Job Request Structure
JSON STRUCTUREOpenapi.Yml Start Flywheel Iteration Request Structure
JSON STRUCTUREOpenapi.Yml Start Flywheel Iteration Response Structure
JSON STRUCTUREOpenapi.Yml Start Topics Detection Job Request Structure
JSON STRUCTUREOpenapi.Yml Stop Events Detection Job Request Structure
JSON STRUCTUREOpenapi.Yml Stop Events Detection Job Response Structure
JSON STRUCTUREOpenapi.Yml String List Structure
JSON STRUCTUREOpenapi.Yml String Structure
JSON STRUCTUREOpenapi.Yml Subnet Id Structure
JSON STRUCTUREOpenapi.Yml Subnets Structure
JSON STRUCTUREOpenapi.Yml Syntax Language Code Structure
JSON STRUCTUREOpenapi.Yml Syntax Token Structure
JSON STRUCTUREOpenapi.Yml Tag Key List Structure
JSON STRUCTUREOpenapi.Yml Tag Key Structure
JSON STRUCTUREOpenapi.Yml Tag List Structure
JSON STRUCTUREOpenapi.Yml Tag Resource Request Structure
JSON STRUCTUREOpenapi.Yml Tag Resource Response Structure
JSON STRUCTUREOpenapi.Yml Tag Structure
JSON STRUCTUREOpenapi.Yml Tag Value Structure
JSON STRUCTUREOpenapi.Yml Target Event Types Structure
JSON STRUCTUREOpenapi.Yml Targeted Sentiment Entity Structure
JSON STRUCTUREOpenapi.Yml Targeted Sentiment Entity Type Structure
JSON STRUCTUREOpenapi.Yml Targeted Sentiment Mention Structure
JSON STRUCTUREOpenapi.Yml Task Config Structure
JSON STRUCTUREOpenapi.Yml Timestamp Structure
JSON STRUCTUREOpenapi.Yml Topics Detection Job Filter Structure
JSON STRUCTUREOpenapi.Yml Topics Detection Job Properties Structure
JSON STRUCTUREOpenapi.Yml Untag Resource Request Structure
JSON STRUCTUREOpenapi.Yml Untag Resource Response Structure
JSON STRUCTUREOpenapi.Yml Update Data Security Config Structure
JSON STRUCTUREOpenapi.Yml Update Endpoint Request Structure
JSON STRUCTUREOpenapi.Yml Update Endpoint Response Structure
JSON STRUCTUREOpenapi.Yml Update Flywheel Request Structure
JSON STRUCTUREOpenapi.Yml Update Flywheel Response Structure
JSON STRUCTUREOpenapi.Yml Version Name Structure
JSON STRUCTUREOpenapi.Yml Vpc Config Structure
JSON STRUCTUREOpenapi.Yml Warnings List Item Structure
JSON STRUCTUREScroll within the panel for all 403 ·
Examples 268
Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.
Example request and response payloads for these APIs.
Openapi.Yml Block Example
EXAMPLEOpenapi.Yml Entity Example
EXAMPLEOpenapi.Yml Geometry Example
EXAMPLEOpenapi.Yml Point Example
EXAMPLEOpenapi.Yml Tag Example
EXAMPLEScroll within the panel for all 268 ·
Security Posture 4
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Use Cases 6
What developers actually build with this provider — captured so the catalogue answers 'what is this for', not just 'what does this expose'.
What developers build with this provider.
Customer Feedback Analysis
Analyze customer reviews, support tickets, and survey responses to understand sentiment and extract actionable insights.
Content Moderation
Detect and filter inappropriate content, hate speech, or PII from user-generated content.
Document Processing
Extract entities, key information, and classifications from contracts, reports, and medical records.
Voice of Customer Analytics
Mine customer interactions for trends, topics, and sentiment to improve products and services.
Compliance and PII Redaction
Automatically detect and redact PII from documents to meet GDPR, HIPAA, and other compliance requirements.
Search Enhancement
Enrich search indexes with entities, key phrases, and topics to improve search relevance.
Integrations 6
Pre-built integrations with other platforms tell you where this provider already fits in a stack.
Pre-built integrations with other platforms and tools.
Amazon S3
Process documents stored in S3 buckets using async batch analysis jobs.
Amazon SageMaker
Integrate custom Comprehend models with SageMaker for advanced ML workflows.
AWS Lambda
Trigger real-time Comprehend analysis from Lambda functions in event-driven architectures.
Amazon Kinesis
Analyze streaming text data from Kinesis Data Streams and Firehose.
Amazon OpenSearch
Enrich OpenSearch indexes with Comprehend-detected entities and topics for better search.
AWS Glue
Use Comprehend in AWS Glue ETL jobs for large-scale document processing pipelines.
Resources
Every other property we hold for Amazon Comprehend — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 4
Portal, sign-up, and the first successful call
Documentation 1
Reference material describing how the API behaves
Agent Surfaces 4
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 2
Pagination, idempotency, versioning, errors, and events
Build 2
SDKs, sample code, and the tooling you integrate with
Access & Security 5
Authentication, authorization, and security posture
Learn 1
Tutorials, courses, talks, and written guidance
Operate 4
Status, limits, changes, and where to get help
Commercial 2
Pricing, plans, and the legal terms of use
Company 2
The organization behind the API
← All providers · Data indexed from github.com/api-evangelist/amazon-comprehend · machine-readable index on apis.io