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.

1 APIs 10 Features

Machine LearningNatural Language ProcessingNLPText Analysis

APIs

Amazon Comprehend API

The Amazon Comprehend API provides programmatic access to natural language processing capabilities including sentiment analysis, entity recognition, key phrase extraction, langu...

MCP Servers

amazon-comprehend-mcp.yml

MCP SERVER

Features

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.

Use Cases

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

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.

Semantic Vocabularies

Amazon Comprehend Context

235 classes · 216 properties

JSON-LD

API Governance Rules

Amazon Comprehend API Rules

23 rules · 8 errors 11 warnings 4 info

SPECTRAL

JSON Structure

Amazon Comprehend Entity Structure

5 properties

JSON STRUCTURE

Openapi.Yml Any Length String Structure

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Openapi.Yml Attribute Names List Item Structure

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Openapi.Yml Attribute Names List Structure

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Openapi.Yml Augmented Manifests Document Type Format Structure

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Openapi.Yml Augmented Manifests List Item Structure

6 properties

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Openapi.Yml Batch Detect Dominant Language Item Result Structure

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Openapi.Yml Batch Detect Dominant Language Request Structure

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Openapi.Yml Batch Detect Dominant Language Response Structure

2 properties

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Openapi.Yml Batch Detect Entities Item Result Structure

2 properties

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Openapi.Yml Batch Detect Entities Request Structure

2 properties

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Openapi.Yml Batch Detect Entities Response Structure

2 properties

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Openapi.Yml Batch Detect Key Phrases Item Result Structure

2 properties

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Openapi.Yml Batch Detect Key Phrases Request Structure

2 properties

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Openapi.Yml Batch Detect Key Phrases Response Structure

2 properties

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Openapi.Yml Batch Detect Sentiment Item Result Structure

3 properties

JSON STRUCTURE

Openapi.Yml Batch Detect Sentiment Request Structure

2 properties

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Openapi.Yml Batch Detect Sentiment Response Structure

2 properties

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Openapi.Yml Batch Detect Syntax Item Result Structure

2 properties

JSON STRUCTURE

Openapi.Yml Batch Detect Syntax Request Structure

2 properties

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Openapi.Yml Batch Detect Syntax Response Structure

2 properties

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Openapi.Yml Batch Detect Targeted Sentiment Item Result Structure

2 properties

JSON STRUCTURE

Openapi.Yml Batch Detect Targeted Sentiment Request Structure

2 properties

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Openapi.Yml Batch Detect Targeted Sentiment Response Structure

2 properties

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Openapi.Yml Block Reference Structure

4 properties

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Openapi.Yml Block Structure

6 properties

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Openapi.Yml Block Type Structure

0 properties

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Openapi.Yml Bounding Box Structure

4 properties

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Openapi.Yml Child Block Structure

3 properties

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Openapi.Yml Classifier Evaluation Metrics Structure

8 properties

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Openapi.Yml Classifier Metadata Structure

4 properties

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Openapi.Yml Classify Document Request Structure

4 properties

JSON STRUCTURE

Openapi.Yml Classify Document Response Structure

6 properties

JSON STRUCTURE

Openapi.Yml Client Request Token String Structure

0 properties

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Openapi.Yml Comprehend Arn Name Structure

0 properties

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Openapi.Yml Comprehend Arn Structure

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Openapi.Yml Comprehend Dataset Arn Structure

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Openapi.Yml Comprehend Endpoint Arn Structure

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Openapi.Yml Comprehend Endpoint Name Structure

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Openapi.Yml Comprehend Flywheel Arn Structure

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Openapi.Yml Comprehend Model Arn Structure

0 properties

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Openapi.Yml Contains Pii Entities Request Structure

2 properties

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Openapi.Yml Contains Pii Entities Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Create Dataset Request Structure

7 properties

JSON STRUCTURE

Openapi.Yml Create Dataset Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Create Document Classifier Request Structure

13 properties

JSON STRUCTURE

Openapi.Yml Create Document Classifier Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Create Endpoint Request Structure

7 properties

JSON STRUCTURE

Openapi.Yml Create Endpoint Response Structure

2 properties

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Openapi.Yml Create Entity Recognizer Request Structure

11 properties

JSON STRUCTURE

Openapi.Yml Create Entity Recognizer Response Structure

1 properties

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Openapi.Yml Create Flywheel Request Structure

9 properties

JSON STRUCTURE

Openapi.Yml Create Flywheel Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Customer Input String List Structure

0 properties

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Openapi.Yml Customer Input String Structure

0 properties

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Openapi.Yml Data Security Config Structure

4 properties

JSON STRUCTURE

Openapi.Yml Dataset Augmented Manifests List Item Structure

5 properties

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Openapi.Yml Dataset Augmented Manifests List Structure

0 properties

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Openapi.Yml Dataset Data Format Structure

0 properties

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Openapi.Yml Dataset Document Classifier Input Data Config Structure

2 properties

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Openapi.Yml Dataset Entity Recognizer Annotations Structure

1 properties

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Openapi.Yml Dataset Entity Recognizer Documents Structure

2 properties

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Openapi.Yml Dataset Entity Recognizer Entity List Structure

1 properties

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Openapi.Yml Dataset Entity Recognizer Input Data Config Structure

3 properties

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Openapi.Yml Dataset Filter Structure

4 properties

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Openapi.Yml Dataset Input Data Config Structure

4 properties

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Openapi.Yml Dataset Properties List Structure

0 properties

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Openapi.Yml Dataset Properties Structure

10 properties

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Openapi.Yml Dataset Status Structure

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Openapi.Yml Dataset Type Structure

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Openapi.Yml Delete Document Classifier Request Structure

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Openapi.Yml Delete Document Classifier Response Structure

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Openapi.Yml Delete Endpoint Request Structure

1 properties

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Openapi.Yml Delete Endpoint Response Structure

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Openapi.Yml Delete Entity Recognizer Request Structure

1 properties

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Openapi.Yml Delete Entity Recognizer Response Structure

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Openapi.Yml Delete Flywheel Request Structure

1 properties

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Openapi.Yml Delete Flywheel Response Structure

0 properties

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Openapi.Yml Delete Resource Policy Request Structure

2 properties

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Openapi.Yml Delete Resource Policy Response Structure

0 properties

JSON STRUCTURE

Openapi.Yml Describe Dataset Request Structure

1 properties

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Openapi.Yml Describe Dataset Response Structure

1 properties

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Openapi.Yml Describe Document Classification Job Request Structure

1 properties

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Openapi.Yml Describe Document Classification Job Response Structure

1 properties

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Openapi.Yml Describe Document Classifier Request Structure

1 properties

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Openapi.Yml Describe Document Classifier Response Structure

1 properties

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Openapi.Yml Describe Dominant Language Detection Job Request Structure

1 properties

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Openapi.Yml Describe Dominant Language Detection Job Response Structure

1 properties

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Openapi.Yml Describe Endpoint Request Structure

1 properties

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Openapi.Yml Describe Endpoint Response Structure

1 properties

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Openapi.Yml Describe Entities Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Describe Entities Detection Job Response Structure

1 properties

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Openapi.Yml Describe Entity Recognizer Request Structure

1 properties

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Openapi.Yml Describe Entity Recognizer Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Describe Events Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Describe Events Detection Job Response Structure

1 properties

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Openapi.Yml Describe Flywheel Iteration Request Structure

2 properties

JSON STRUCTURE

Openapi.Yml Describe Flywheel Iteration Response Structure

1 properties

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Openapi.Yml Describe Flywheel Request Structure

1 properties

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Openapi.Yml Describe Flywheel Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Describe Key Phrases Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Describe Key Phrases Detection Job Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Describe Pii Entities Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Describe Pii Entities Detection Job Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Describe Resource Policy Request Structure

1 properties

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Openapi.Yml Describe Resource Policy Response Structure

4 properties

JSON STRUCTURE

Openapi.Yml Describe Sentiment Detection Job Request Structure

1 properties

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Openapi.Yml Describe Sentiment Detection Job Response Structure

1 properties

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Openapi.Yml Describe Targeted Sentiment Detection Job Request Structure

1 properties

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Openapi.Yml Describe Targeted Sentiment Detection Job Response Structure

1 properties

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Openapi.Yml Describe Topics Detection Job Request Structure

1 properties

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Openapi.Yml Describe Topics Detection Job Response Structure

1 properties

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Openapi.Yml Description Structure

0 properties

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Openapi.Yml Detect Dominant Language Request Structure

1 properties

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Openapi.Yml Detect Dominant Language Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Detect Entities Request Structure

5 properties

JSON STRUCTURE

Openapi.Yml Detect Entities Response Structure

5 properties

JSON STRUCTURE

Openapi.Yml Detect Key Phrases Request Structure

2 properties

JSON STRUCTURE

Openapi.Yml Detect Key Phrases Response Structure

1 properties

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Openapi.Yml Detect Pii Entities Request Structure

2 properties

JSON STRUCTURE

Openapi.Yml Detect Pii Entities Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Detect Sentiment Request Structure

2 properties

JSON STRUCTURE

Openapi.Yml Detect Sentiment Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Detect Syntax Request Structure

2 properties

JSON STRUCTURE

Openapi.Yml Detect Syntax Response Structure

1 properties

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Openapi.Yml Detect Targeted Sentiment Request Structure

2 properties

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Openapi.Yml Detect Targeted Sentiment Response Structure

1 properties

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Openapi.Yml Document Class Structure

3 properties

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Openapi.Yml Document Classification Config Structure

2 properties

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Openapi.Yml Document Classification Job Filter Structure

4 properties

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Openapi.Yml Document Classification Job Properties List Structure

0 properties

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Openapi.Yml Document Classification Job Properties Structure

14 properties

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Openapi.Yml Document Classifier Arn Structure

0 properties

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Openapi.Yml Document Classifier Augmented Manifests List Structure

0 properties

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Openapi.Yml Document Classifier Data Format Structure

0 properties

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Openapi.Yml Document Classifier Document Type Format Structure

0 properties

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Openapi.Yml Document Classifier Documents Structure

2 properties

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Openapi.Yml Document Classifier Endpoint Arn Structure

0 properties

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Openapi.Yml Document Classifier Filter Structure

4 properties

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Openapi.Yml Document Classifier Input Data Config Structure

8 properties

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Openapi.Yml Document Classifier Mode Structure

0 properties

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Openapi.Yml Document Classifier Output Data Config Structure

3 properties

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Openapi.Yml Document Classifier Properties List Structure

0 properties

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Openapi.Yml Document Classifier Properties Structure

19 properties

JSON STRUCTURE

Openapi.Yml Document Classifier Summaries List Structure

0 properties

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Openapi.Yml Document Classifier Summary Structure

5 properties

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Openapi.Yml Document Label Structure

3 properties

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Openapi.Yml Document Metadata Structure

2 properties

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Openapi.Yml Document Read Action Structure

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Openapi.Yml Document Read Feature Types Structure

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Openapi.Yml Document Read Mode Structure

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Openapi.Yml Document Reader Config Structure

3 properties

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Openapi.Yml Document Type List Item Structure

2 properties

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Openapi.Yml Document Type Structure

0 properties

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Openapi.Yml Dominant Language Detection Job Filter Structure

4 properties

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Openapi.Yml Dominant Language Detection Job Properties List Structure

0 properties

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Openapi.Yml Dominant Language Detection Job Properties Structure

12 properties

JSON STRUCTURE

Openapi.Yml Dominant Language Structure

2 properties

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Openapi.Yml Double Structure

0 properties

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Openapi.Yml Endpoint Filter Structure

4 properties

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Openapi.Yml Endpoint Properties List Structure

0 properties

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Openapi.Yml Endpoint Properties Structure

12 properties

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Openapi.Yml Endpoint Status Structure

0 properties

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Openapi.Yml Entities Detection Job Filter Structure

4 properties

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Openapi.Yml Entities Detection Job Properties List Structure

0 properties

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Openapi.Yml Entities Detection Job Properties Structure

15 properties

JSON STRUCTURE

Openapi.Yml Entity Label Structure

2 properties

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Openapi.Yml Entity Recognition Config Structure

1 properties

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Openapi.Yml Entity Recognizer Annotations Structure

2 properties

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Openapi.Yml Entity Recognizer Arn Structure

0 properties

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Openapi.Yml Entity Recognizer Augmented Manifests List Structure

0 properties

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Openapi.Yml Entity Recognizer Data Format Structure

0 properties

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Openapi.Yml Entity Recognizer Documents Structure

3 properties

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Openapi.Yml Entity Recognizer Endpoint Arn Structure

0 properties

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Openapi.Yml Entity Recognizer Entity List Structure

1 properties

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Openapi.Yml Entity Recognizer Evaluation Metrics Structure

3 properties

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Openapi.Yml Entity Recognizer Filter Structure

4 properties

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Openapi.Yml Entity Recognizer Input Data Config Structure

6 properties

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Openapi.Yml Entity Recognizer Metadata Entity Types List Item Structure

3 properties

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Openapi.Yml Entity Recognizer Metadata Entity Types List Structure

0 properties

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Openapi.Yml Entity Recognizer Metadata Structure

4 properties

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Openapi.Yml Entity Recognizer Output Data Config Structure

1 properties

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Openapi.Yml Entity Recognizer Properties List Structure

0 properties

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Openapi.Yml Entity Recognizer Properties Structure

18 properties

JSON STRUCTURE

Openapi.Yml Entity Recognizer Summaries List Structure

0 properties

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Openapi.Yml Entity Recognizer Summary Structure

5 properties

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Openapi.Yml Entity Structure

6 properties

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Openapi.Yml Entity Type Name Structure

0 properties

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Openapi.Yml Entity Type Structure

0 properties

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Openapi.Yml Entity Types Evaluation Metrics Structure

3 properties

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Openapi.Yml Entity Types List Item Structure

1 properties

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Openapi.Yml Entity Types List Structure

0 properties

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Openapi.Yml Event Type String Structure

0 properties

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Openapi.Yml Events Detection Job Filter Structure

4 properties

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Openapi.Yml Events Detection Job Properties List Structure

0 properties

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Openapi.Yml Events Detection Job Properties Structure

12 properties

JSON STRUCTURE

Openapi.Yml Extracted Characters List Item Structure

2 properties

JSON STRUCTURE

Openapi.Yml Float Structure

0 properties

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Openapi.Yml Flywheel Filter Structure

3 properties

JSON STRUCTURE

Openapi.Yml Flywheel Iteration Filter Structure

2 properties

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Openapi.Yml Flywheel Iteration Id Structure

0 properties

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Openapi.Yml Flywheel Iteration Properties List Structure

0 properties

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Openapi.Yml Flywheel Iteration Properties Structure

11 properties

JSON STRUCTURE

Openapi.Yml Flywheel Iteration Status Structure

0 properties

JSON STRUCTURE

Openapi.Yml Flywheel Model Evaluation Metrics Structure

4 properties

JSON STRUCTURE

Openapi.Yml Flywheel Properties Structure

12 properties

JSON STRUCTURE

Openapi.Yml Flywheel S3 Uri Structure

0 properties

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Openapi.Yml Flywheel Status Structure

0 properties

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Openapi.Yml Flywheel Summary List Structure

0 properties

JSON STRUCTURE

Openapi.Yml Flywheel Summary Structure

9 properties

JSON STRUCTURE

Openapi.Yml Geometry Structure

2 properties

JSON STRUCTURE

Openapi.Yml Iam Role Arn Structure

0 properties

JSON STRUCTURE

Openapi.Yml Import Model Request Structure

6 properties

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Openapi.Yml Import Model Response Structure

1 properties

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Openapi.Yml Inference Units Integer Structure

0 properties

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Openapi.Yml Input Data Config Structure

3 properties

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Openapi.Yml Input Format Structure

0 properties

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Openapi.Yml Integer Structure

0 properties

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Openapi.Yml Job Id Structure

0 properties

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Openapi.Yml Job Name Structure

0 properties

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Openapi.Yml Job Status Structure

0 properties

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Openapi.Yml Key Phrase Structure

4 properties

JSON STRUCTURE

Openapi.Yml Key Phrases Detection Job Filter Structure

4 properties

JSON STRUCTURE

Openapi.Yml Key Phrases Detection Job Properties List Structure

0 properties

JSON STRUCTURE

Openapi.Yml Key Phrases Detection Job Properties Structure

13 properties

JSON STRUCTURE

Openapi.Yml Kms Key Id Structure

0 properties

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Openapi.Yml Label Delimiter Structure

0 properties

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Openapi.Yml Label List Item Structure

0 properties

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Openapi.Yml Labels List Structure

0 properties

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Openapi.Yml Language Code Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Datasets Request Structure

4 properties

JSON STRUCTURE

Openapi.Yml List Datasets Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Document Classification Jobs Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Document Classification Jobs Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Document Classifier Summaries Request Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Document Classifier Summaries Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Document Classifiers Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Document Classifiers Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Dominant Language Detection Jobs Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Dominant Language Detection Jobs Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Endpoints Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Endpoints Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Entities Detection Jobs Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Entities Detection Jobs Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Entity Recognizer Summaries Request Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Entity Recognizer Summaries Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Entity Recognizers Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Entity Recognizers Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Events Detection Jobs Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Events Detection Jobs Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Flywheel Iteration History Request Structure

4 properties

JSON STRUCTURE

Openapi.Yml List Flywheel Iteration History Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Flywheels Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Flywheels Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Key Phrases Detection Jobs Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Key Phrases Detection Jobs Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Of Block References Structure

0 properties

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Openapi.Yml List Of Blocks Structure

0 properties

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Openapi.Yml List Of Child Blocks Structure

0 properties

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Openapi.Yml List Of Classes Structure

0 properties

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Openapi.Yml List Of Descriptive Mention Indices Structure

0 properties

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Openapi.Yml List Of Detect Dominant Language Result Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Detect Entities Result Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Detect Key Phrases Result Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Detect Sentiment Result Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Detect Syntax Result Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Detect Targeted Sentiment Result Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Document Read Feature Types Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Document Type Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Dominant Languages Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Entities Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Entity Labels Structure

0 properties

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Openapi.Yml List Of Extracted Characters Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Key Phrases Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Labels Structure

0 properties

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Openapi.Yml List Of Mentions Structure

0 properties

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Openapi.Yml List Of Pii Entities Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Pii Entity Types Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Relationships Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Syntax Tokens Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Targeted Sentiment Entities Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Of Warnings Structure

0 properties

JSON STRUCTURE

Openapi.Yml List Pii Entities Detection Jobs Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Pii Entities Detection Jobs Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Sentiment Detection Jobs Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Sentiment Detection Jobs Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Tags For Resource Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml List Tags For Resource Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Targeted Sentiment Detection Jobs Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Targeted Sentiment Detection Jobs Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml List Topics Detection Jobs Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml List Topics Detection Jobs Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Mask Character Structure

0 properties

JSON STRUCTURE

Openapi.Yml Max Results Integer Structure

0 properties

JSON STRUCTURE

Openapi.Yml Mention Sentiment Structure

2 properties

JSON STRUCTURE

Openapi.Yml Model Status Structure

0 properties

JSON STRUCTURE

Openapi.Yml Model Type Structure

0 properties

JSON STRUCTURE

Openapi.Yml Number Of Documents Structure

0 properties

JSON STRUCTURE

Openapi.Yml Number Of Topics Integer Structure

0 properties

JSON STRUCTURE

Openapi.Yml Output Data Config Structure

2 properties

JSON STRUCTURE

Openapi.Yml Page Based Warning Code Structure

0 properties

JSON STRUCTURE

Openapi.Yml Part Of Speech Tag Structure

2 properties

JSON STRUCTURE

Openapi.Yml Part Of Speech Tag Type Structure

0 properties

JSON STRUCTURE

Openapi.Yml Pii Entities Detection Job Filter Structure

4 properties

JSON STRUCTURE

Openapi.Yml Pii Entities Detection Job Properties List Structure

0 properties

JSON STRUCTURE

Openapi.Yml Pii Entities Detection Job Properties Structure

13 properties

JSON STRUCTURE

Openapi.Yml Pii Entities Detection Mask Mode Structure

0 properties

JSON STRUCTURE

Openapi.Yml Pii Entities Detection Mode Structure

0 properties

JSON STRUCTURE

Openapi.Yml Pii Entity Structure

4 properties

JSON STRUCTURE

Openapi.Yml Pii Entity Type Structure

0 properties

JSON STRUCTURE

Openapi.Yml Pii Output Data Config Structure

2 properties

JSON STRUCTURE

Openapi.Yml Point Structure

2 properties

JSON STRUCTURE

Openapi.Yml Policy Revision Id Structure

0 properties

JSON STRUCTURE

Openapi.Yml Policy Structure

0 properties

JSON STRUCTURE

Openapi.Yml Polygon Structure

0 properties

JSON STRUCTURE

Openapi.Yml Put Resource Policy Request Structure

3 properties

JSON STRUCTURE

Openapi.Yml Put Resource Policy Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Redaction Config Structure

3 properties

JSON STRUCTURE

Openapi.Yml Relationship Type Structure

0 properties

JSON STRUCTURE

Openapi.Yml Relationships List Item Structure

2 properties

JSON STRUCTURE

Openapi.Yml S3 Uri Structure

0 properties

JSON STRUCTURE

Openapi.Yml Security Group Id Structure

0 properties

JSON STRUCTURE

Openapi.Yml Security Group Ids Structure

0 properties

JSON STRUCTURE

Openapi.Yml Semi Structured Document Blob Structure

0 properties

JSON STRUCTURE

Openapi.Yml Sentiment Detection Job Filter Structure

4 properties

JSON STRUCTURE

Openapi.Yml Sentiment Detection Job Properties List Structure

0 properties

JSON STRUCTURE

Openapi.Yml Sentiment Detection Job Properties Structure

13 properties

JSON STRUCTURE

Openapi.Yml Sentiment Score Structure

4 properties

JSON STRUCTURE

Openapi.Yml Sentiment Type Structure

0 properties

JSON STRUCTURE

Openapi.Yml Split Structure

0 properties

JSON STRUCTURE

Openapi.Yml Start Document Classification Job Request Structure

10 properties

JSON STRUCTURE

Openapi.Yml Start Document Classification Job Response Structure

4 properties

JSON STRUCTURE

Openapi.Yml Start Dominant Language Detection Job Request Structure

8 properties

JSON STRUCTURE

Openapi.Yml Start Dominant Language Detection Job Response Structure

3 properties

JSON STRUCTURE

Openapi.Yml Start Entities Detection Job Request Structure

11 properties

JSON STRUCTURE

Openapi.Yml Start Entities Detection Job Response Structure

4 properties

JSON STRUCTURE

Openapi.Yml Start Events Detection Job Request Structure

8 properties

JSON STRUCTURE

Openapi.Yml Start Events Detection Job Response Structure

3 properties

JSON STRUCTURE

Openapi.Yml Start Flywheel Iteration Request Structure

2 properties

JSON STRUCTURE

Openapi.Yml Start Flywheel Iteration Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Start Key Phrases Detection Job Request Structure

9 properties

JSON STRUCTURE

Openapi.Yml Start Key Phrases Detection Job Response Structure

3 properties

JSON STRUCTURE

Openapi.Yml Start Pii Entities Detection Job Request Structure

9 properties

JSON STRUCTURE

Openapi.Yml Start Pii Entities Detection Job Response Structure

3 properties

JSON STRUCTURE

Openapi.Yml Start Sentiment Detection Job Request Structure

9 properties

JSON STRUCTURE

Openapi.Yml Start Sentiment Detection Job Response Structure

3 properties

JSON STRUCTURE

Openapi.Yml Start Targeted Sentiment Detection Job Request Structure

9 properties

JSON STRUCTURE

Openapi.Yml Start Targeted Sentiment Detection Job Response Structure

3 properties

JSON STRUCTURE

Openapi.Yml Start Topics Detection Job Request Structure

9 properties

JSON STRUCTURE

Openapi.Yml Start Topics Detection Job Response Structure

3 properties

JSON STRUCTURE

Openapi.Yml Stop Dominant Language Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Stop Dominant Language Detection Job Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Stop Entities Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Stop Entities Detection Job Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Stop Events Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Stop Events Detection Job Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Stop Key Phrases Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Stop Key Phrases Detection Job Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Stop Pii Entities Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Stop Pii Entities Detection Job Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Stop Sentiment Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Stop Sentiment Detection Job Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Stop Targeted Sentiment Detection Job Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Stop Targeted Sentiment Detection Job Response Structure

2 properties

JSON STRUCTURE

Openapi.Yml Stop Training Document Classifier Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Stop Training Document Classifier Response Structure

0 properties

JSON STRUCTURE

Openapi.Yml Stop Training Entity Recognizer Request Structure

1 properties

JSON STRUCTURE

Openapi.Yml Stop Training Entity Recognizer Response Structure

0 properties

JSON STRUCTURE

Openapi.Yml String List Structure

0 properties

JSON STRUCTURE

Openapi.Yml String Structure

0 properties

JSON STRUCTURE

Openapi.Yml Subnet Id Structure

0 properties

JSON STRUCTURE

Openapi.Yml Subnets Structure

0 properties

JSON STRUCTURE

Openapi.Yml Syntax Language Code Structure

0 properties

JSON STRUCTURE

Openapi.Yml Syntax Token Structure

5 properties

JSON STRUCTURE

Openapi.Yml Tag Key List Structure

0 properties

JSON STRUCTURE

Openapi.Yml Tag Key Structure

0 properties

JSON STRUCTURE

Openapi.Yml Tag List Structure

0 properties

JSON STRUCTURE

Openapi.Yml Tag Resource Request Structure

2 properties

JSON STRUCTURE

Openapi.Yml Tag Resource Response Structure

0 properties

JSON STRUCTURE

Openapi.Yml Tag Structure

2 properties

JSON STRUCTURE

Openapi.Yml Tag Value Structure

0 properties

JSON STRUCTURE

Openapi.Yml Target Event Types Structure

0 properties

JSON STRUCTURE

Openapi.Yml Targeted Sentiment Detection Job Filter Structure

4 properties

JSON STRUCTURE

Openapi.Yml Targeted Sentiment Detection Job Properties List Structure

0 properties

JSON STRUCTURE

Openapi.Yml Targeted Sentiment Detection Job Properties Structure

13 properties

JSON STRUCTURE

Openapi.Yml Targeted Sentiment Entity Structure

2 properties

JSON STRUCTURE

Openapi.Yml Targeted Sentiment Entity Type Structure

0 properties

JSON STRUCTURE

Openapi.Yml Targeted Sentiment Mention Structure

7 properties

JSON STRUCTURE

Openapi.Yml Task Config Structure

3 properties

JSON STRUCTURE

Openapi.Yml Timestamp Structure

0 properties

JSON STRUCTURE

Openapi.Yml Topics Detection Job Filter Structure

4 properties

JSON STRUCTURE

Openapi.Yml Topics Detection Job Properties List Structure

0 properties

JSON STRUCTURE

Openapi.Yml Topics Detection Job Properties Structure

13 properties

JSON STRUCTURE

Openapi.Yml Untag Resource Request Structure

2 properties

JSON STRUCTURE

Openapi.Yml Untag Resource Response Structure

0 properties

JSON STRUCTURE

Openapi.Yml Update Data Security Config Structure

3 properties

JSON STRUCTURE

Openapi.Yml Update Endpoint Request Structure

5 properties

JSON STRUCTURE

Openapi.Yml Update Endpoint Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Update Flywheel Request Structure

4 properties

JSON STRUCTURE

Openapi.Yml Update Flywheel Response Structure

1 properties

JSON STRUCTURE

Openapi.Yml Version Name Structure

0 properties

JSON STRUCTURE

Openapi.Yml Vpc Config Structure

2 properties

JSON STRUCTURE

Openapi.Yml Warnings List Item Structure

3 properties

JSON STRUCTURE

Example Payloads

Amazon Comprehend Entity Example

5 fields

EXAMPLE

Openapi.Yml Augmented Manifests List Item Example

6 fields

EXAMPLE

Openapi.Yml Batch Detect Dominant Language Item Result Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Dominant Language Request Example

1 fields

EXAMPLE

Openapi.Yml Batch Detect Dominant Language Response Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Entities Item Result Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Entities Request Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Entities Response Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Key Phrases Item Result Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Key Phrases Request Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Key Phrases Response Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Sentiment Item Result Example

3 fields

EXAMPLE

Openapi.Yml Batch Detect Sentiment Request Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Sentiment Response Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Syntax Item Result Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Syntax Request Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Syntax Response Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Targeted Sentiment Item Result Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Targeted Sentiment Request Example

2 fields

EXAMPLE

Openapi.Yml Batch Detect Targeted Sentiment Response Example

2 fields

EXAMPLE

Openapi.Yml Block Example

6 fields

EXAMPLE

Openapi.Yml Block Reference Example

4 fields

EXAMPLE

Openapi.Yml Bounding Box Example

4 fields

EXAMPLE

Openapi.Yml Child Block Example

3 fields

EXAMPLE

Openapi.Yml Classifier Evaluation Metrics Example

8 fields

EXAMPLE

Openapi.Yml Classifier Metadata Example

4 fields

EXAMPLE

Openapi.Yml Classify Document Request Example

4 fields

EXAMPLE

Openapi.Yml Classify Document Response Example

6 fields

EXAMPLE

Openapi.Yml Contains Pii Entities Request Example

2 fields

EXAMPLE

Openapi.Yml Contains Pii Entities Response Example

1 fields

EXAMPLE

Openapi.Yml Create Dataset Request Example

7 fields

EXAMPLE

Openapi.Yml Create Dataset Response Example

1 fields

EXAMPLE

Openapi.Yml Create Document Classifier Request Example

13 fields

EXAMPLE

Openapi.Yml Create Document Classifier Response Example

1 fields

EXAMPLE

Openapi.Yml Create Endpoint Request Example

7 fields

EXAMPLE

Openapi.Yml Create Endpoint Response Example

2 fields

EXAMPLE

Openapi.Yml Create Entity Recognizer Request Example

11 fields

EXAMPLE

Openapi.Yml Create Entity Recognizer Response Example

1 fields

EXAMPLE

Openapi.Yml Create Flywheel Request Example

9 fields

EXAMPLE

Openapi.Yml Create Flywheel Response Example

2 fields

EXAMPLE

Openapi.Yml Data Security Config Example

4 fields

EXAMPLE

Openapi.Yml Dataset Augmented Manifests List Item Example

5 fields

EXAMPLE

Openapi.Yml Dataset Document Classifier Input Data Config Example

2 fields

EXAMPLE

Openapi.Yml Dataset Entity Recognizer Annotations Example

1 fields

EXAMPLE

Openapi.Yml Dataset Entity Recognizer Documents Example

2 fields

EXAMPLE

Openapi.Yml Dataset Entity Recognizer Entity List Example

1 fields

EXAMPLE

Openapi.Yml Dataset Entity Recognizer Input Data Config Example

3 fields

EXAMPLE

Openapi.Yml Dataset Filter Example

4 fields

EXAMPLE

Openapi.Yml Dataset Input Data Config Example

4 fields

EXAMPLE

Openapi.Yml Dataset Properties Example

10 fields

EXAMPLE

Openapi.Yml Delete Document Classifier Request Example

1 fields

EXAMPLE

Openapi.Yml Delete Document Classifier Response Example

EXAMPLE

Openapi.Yml Delete Endpoint Request Example

1 fields

EXAMPLE

Openapi.Yml Delete Endpoint Response Example

EXAMPLE

Openapi.Yml Delete Entity Recognizer Request Example

1 fields

EXAMPLE

Openapi.Yml Delete Entity Recognizer Response Example

EXAMPLE

Openapi.Yml Delete Flywheel Request Example

1 fields

EXAMPLE

Openapi.Yml Delete Flywheel Response Example

EXAMPLE

Openapi.Yml Delete Resource Policy Request Example

2 fields

EXAMPLE

Openapi.Yml Delete Resource Policy Response Example

EXAMPLE

Openapi.Yml Describe Dataset Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Dataset Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Document Classification Job Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Document Classification Job Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Document Classifier Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Document Classifier Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Dominant Language Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Dominant Language Detection Job Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Endpoint Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Endpoint Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Entities Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Entities Detection Job Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Entity Recognizer Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Entity Recognizer Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Events Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Events Detection Job Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Flywheel Iteration Request Example

2 fields

EXAMPLE

Openapi.Yml Describe Flywheel Iteration Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Flywheel Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Flywheel Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Key Phrases Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Key Phrases Detection Job Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Pii Entities Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Pii Entities Detection Job Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Resource Policy Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Resource Policy Response Example

4 fields

EXAMPLE

Openapi.Yml Describe Sentiment Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Sentiment Detection Job Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Targeted Sentiment Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Targeted Sentiment Detection Job Response Example

1 fields

EXAMPLE

Openapi.Yml Describe Topics Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Describe Topics Detection Job Response Example

1 fields

EXAMPLE

Openapi.Yml Detect Dominant Language Request Example

1 fields

EXAMPLE

Openapi.Yml Detect Dominant Language Response Example

1 fields

EXAMPLE

Openapi.Yml Detect Entities Request Example

5 fields

EXAMPLE

Openapi.Yml Detect Entities Response Example

5 fields

EXAMPLE

Openapi.Yml Detect Key Phrases Request Example

2 fields

EXAMPLE

Openapi.Yml Detect Key Phrases Response Example

1 fields

EXAMPLE

Openapi.Yml Detect Pii Entities Request Example

2 fields

EXAMPLE

Openapi.Yml Detect Pii Entities Response Example

1 fields

EXAMPLE

Openapi.Yml Detect Sentiment Request Example

2 fields

EXAMPLE

Openapi.Yml Detect Sentiment Response Example

2 fields

EXAMPLE

Openapi.Yml Detect Syntax Request Example

2 fields

EXAMPLE

Openapi.Yml Detect Syntax Response Example

1 fields

EXAMPLE

Openapi.Yml Detect Targeted Sentiment Request Example

2 fields

EXAMPLE

Openapi.Yml Detect Targeted Sentiment Response Example

1 fields

EXAMPLE

Openapi.Yml Document Class Example

3 fields

EXAMPLE

Openapi.Yml Document Classification Config Example

2 fields

EXAMPLE

Openapi.Yml Document Classification Job Filter Example

4 fields

EXAMPLE

Openapi.Yml Document Classification Job Properties Example

14 fields

EXAMPLE

Openapi.Yml Document Classifier Documents Example

2 fields

EXAMPLE

Openapi.Yml Document Classifier Filter Example

4 fields

EXAMPLE

Openapi.Yml Document Classifier Input Data Config Example

8 fields

EXAMPLE

Openapi.Yml Document Classifier Output Data Config Example

3 fields

EXAMPLE

Openapi.Yml Document Classifier Properties Example

19 fields

EXAMPLE

Openapi.Yml Document Classifier Summary Example

5 fields

EXAMPLE

Openapi.Yml Document Label Example

3 fields

EXAMPLE

Openapi.Yml Document Metadata Example

2 fields

EXAMPLE

Openapi.Yml Document Reader Config Example

3 fields

EXAMPLE

Openapi.Yml Document Type List Item Example

2 fields

EXAMPLE

Openapi.Yml Dominant Language Detection Job Filter Example

4 fields

EXAMPLE

Openapi.Yml Dominant Language Detection Job Properties Example

12 fields

EXAMPLE

Openapi.Yml Dominant Language Example

2 fields

EXAMPLE

Openapi.Yml Endpoint Filter Example

4 fields

EXAMPLE

Openapi.Yml Endpoint Properties Example

12 fields

EXAMPLE

Openapi.Yml Entities Detection Job Filter Example

4 fields

EXAMPLE

Openapi.Yml Entities Detection Job Properties Example

15 fields

EXAMPLE

Openapi.Yml Entity Example

6 fields

EXAMPLE

Openapi.Yml Entity Label Example

2 fields

EXAMPLE

Openapi.Yml Entity Recognition Config Example

1 fields

EXAMPLE

Openapi.Yml Entity Recognizer Annotations Example

2 fields

EXAMPLE

Openapi.Yml Entity Recognizer Documents Example

3 fields

EXAMPLE

Openapi.Yml Entity Recognizer Entity List Example

1 fields

EXAMPLE

Openapi.Yml Entity Recognizer Evaluation Metrics Example

3 fields

EXAMPLE

Openapi.Yml Entity Recognizer Filter Example

4 fields

EXAMPLE

Openapi.Yml Entity Recognizer Input Data Config Example

6 fields

EXAMPLE

Openapi.Yml Entity Recognizer Metadata Entity Types List Item Example

3 fields

EXAMPLE

Openapi.Yml Entity Recognizer Metadata Example

4 fields

EXAMPLE

Openapi.Yml Entity Recognizer Output Data Config Example

1 fields

EXAMPLE

Openapi.Yml Entity Recognizer Properties Example

18 fields

EXAMPLE

Openapi.Yml Entity Recognizer Summary Example

5 fields

EXAMPLE

Openapi.Yml Entity Types Evaluation Metrics Example

3 fields

EXAMPLE

Openapi.Yml Entity Types List Item Example

1 fields

EXAMPLE

Openapi.Yml Events Detection Job Filter Example

4 fields

EXAMPLE

Openapi.Yml Events Detection Job Properties Example

12 fields

EXAMPLE

Openapi.Yml Extracted Characters List Item Example

2 fields

EXAMPLE

Openapi.Yml Flywheel Filter Example

3 fields

EXAMPLE

Openapi.Yml Flywheel Iteration Filter Example

2 fields

EXAMPLE

Openapi.Yml Flywheel Iteration Properties Example

11 fields

EXAMPLE

Openapi.Yml Flywheel Model Evaluation Metrics Example

4 fields

EXAMPLE

Openapi.Yml Flywheel Properties Example

12 fields

EXAMPLE

Openapi.Yml Flywheel Summary Example

9 fields

EXAMPLE

Openapi.Yml Geometry Example

2 fields

EXAMPLE

Openapi.Yml Import Model Request Example

6 fields

EXAMPLE

Openapi.Yml Import Model Response Example

1 fields

EXAMPLE

Openapi.Yml Input Data Config Example

3 fields

EXAMPLE

Openapi.Yml Key Phrase Example

4 fields

EXAMPLE

Openapi.Yml Key Phrases Detection Job Filter Example

4 fields

EXAMPLE

Openapi.Yml Key Phrases Detection Job Properties Example

13 fields

EXAMPLE

Openapi.Yml List Datasets Request Example

4 fields

EXAMPLE

Openapi.Yml List Datasets Response Example

2 fields

EXAMPLE

Openapi.Yml List Document Classification Jobs Request Example

3 fields

EXAMPLE

Openapi.Yml List Document Classification Jobs Response Example

2 fields

EXAMPLE

Openapi.Yml List Document Classifier Summaries Request Example

2 fields

EXAMPLE

Openapi.Yml List Document Classifier Summaries Response Example

2 fields

EXAMPLE

Openapi.Yml List Document Classifiers Request Example

3 fields

EXAMPLE

Openapi.Yml List Document Classifiers Response Example

2 fields

EXAMPLE

Openapi.Yml List Dominant Language Detection Jobs Request Example

3 fields

EXAMPLE

Openapi.Yml List Dominant Language Detection Jobs Response Example

2 fields

EXAMPLE

Openapi.Yml List Endpoints Request Example

3 fields

EXAMPLE

Openapi.Yml List Endpoints Response Example

2 fields

EXAMPLE

Openapi.Yml List Entities Detection Jobs Request Example

3 fields

EXAMPLE

Openapi.Yml List Entities Detection Jobs Response Example

2 fields

EXAMPLE

Openapi.Yml List Entity Recognizer Summaries Request Example

2 fields

EXAMPLE

Openapi.Yml List Entity Recognizer Summaries Response Example

2 fields

EXAMPLE

Openapi.Yml List Entity Recognizers Request Example

3 fields

EXAMPLE

Openapi.Yml List Entity Recognizers Response Example

2 fields

EXAMPLE

Openapi.Yml List Events Detection Jobs Request Example

3 fields

EXAMPLE

Openapi.Yml List Events Detection Jobs Response Example

2 fields

EXAMPLE

Openapi.Yml List Flywheel Iteration History Request Example

4 fields

EXAMPLE

Openapi.Yml List Flywheel Iteration History Response Example

2 fields

EXAMPLE

Openapi.Yml List Flywheels Request Example

3 fields

EXAMPLE

Openapi.Yml List Flywheels Response Example

2 fields

EXAMPLE

Openapi.Yml List Key Phrases Detection Jobs Request Example

3 fields

EXAMPLE

Openapi.Yml List Key Phrases Detection Jobs Response Example

2 fields

EXAMPLE

Openapi.Yml List Pii Entities Detection Jobs Request Example

3 fields

EXAMPLE

Openapi.Yml List Pii Entities Detection Jobs Response Example

2 fields

EXAMPLE

Openapi.Yml List Sentiment Detection Jobs Request Example

3 fields

EXAMPLE

Openapi.Yml List Sentiment Detection Jobs Response Example

2 fields

EXAMPLE

Openapi.Yml List Tags For Resource Request Example

1 fields

EXAMPLE

Openapi.Yml List Tags For Resource Response Example

2 fields

EXAMPLE

Openapi.Yml List Targeted Sentiment Detection Jobs Request Example

3 fields

EXAMPLE

Openapi.Yml List Targeted Sentiment Detection Jobs Response Example

2 fields

EXAMPLE

Openapi.Yml List Topics Detection Jobs Request Example

3 fields

EXAMPLE

Openapi.Yml List Topics Detection Jobs Response Example

2 fields

EXAMPLE

Openapi.Yml Mention Sentiment Example

2 fields

EXAMPLE

Openapi.Yml Output Data Config Example

2 fields

EXAMPLE

Openapi.Yml Part Of Speech Tag Example

2 fields

EXAMPLE

Openapi.Yml Pii Entities Detection Job Filter Example

4 fields

EXAMPLE

Openapi.Yml Pii Entities Detection Job Properties Example

13 fields

EXAMPLE

Openapi.Yml Pii Entity Example

4 fields

EXAMPLE

Openapi.Yml Pii Output Data Config Example

2 fields

EXAMPLE

Openapi.Yml Point Example

2 fields

EXAMPLE

Openapi.Yml Put Resource Policy Request Example

3 fields

EXAMPLE

Openapi.Yml Put Resource Policy Response Example

1 fields

EXAMPLE

Openapi.Yml Redaction Config Example

3 fields

EXAMPLE

Openapi.Yml Relationships List Item Example

2 fields

EXAMPLE

Openapi.Yml Sentiment Detection Job Filter Example

4 fields

EXAMPLE

Openapi.Yml Sentiment Detection Job Properties Example

13 fields

EXAMPLE

Openapi.Yml Sentiment Score Example

4 fields

EXAMPLE

Openapi.Yml Start Document Classification Job Request Example

10 fields

EXAMPLE

Openapi.Yml Start Document Classification Job Response Example

4 fields

EXAMPLE

Openapi.Yml Start Dominant Language Detection Job Request Example

8 fields

EXAMPLE

Openapi.Yml Start Dominant Language Detection Job Response Example

3 fields

EXAMPLE

Openapi.Yml Start Entities Detection Job Request Example

11 fields

EXAMPLE

Openapi.Yml Start Entities Detection Job Response Example

4 fields

EXAMPLE

Openapi.Yml Start Events Detection Job Request Example

8 fields

EXAMPLE

Openapi.Yml Start Events Detection Job Response Example

3 fields

EXAMPLE

Openapi.Yml Start Flywheel Iteration Request Example

2 fields

EXAMPLE

Openapi.Yml Start Flywheel Iteration Response Example

2 fields

EXAMPLE

Openapi.Yml Start Key Phrases Detection Job Request Example

9 fields

EXAMPLE

Openapi.Yml Start Key Phrases Detection Job Response Example

3 fields

EXAMPLE

Openapi.Yml Start Pii Entities Detection Job Request Example

9 fields

EXAMPLE

Openapi.Yml Start Pii Entities Detection Job Response Example

3 fields

EXAMPLE

Openapi.Yml Start Sentiment Detection Job Request Example

9 fields

EXAMPLE

Openapi.Yml Start Sentiment Detection Job Response Example

3 fields

EXAMPLE

Openapi.Yml Start Targeted Sentiment Detection Job Request Example

9 fields

EXAMPLE

Openapi.Yml Start Targeted Sentiment Detection Job Response Example

3 fields

EXAMPLE

Openapi.Yml Start Topics Detection Job Request Example

9 fields

EXAMPLE

Openapi.Yml Start Topics Detection Job Response Example

3 fields

EXAMPLE

Openapi.Yml Stop Dominant Language Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Stop Dominant Language Detection Job Response Example

2 fields

EXAMPLE

Openapi.Yml Stop Entities Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Stop Entities Detection Job Response Example

2 fields

EXAMPLE

Openapi.Yml Stop Events Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Stop Events Detection Job Response Example

2 fields

EXAMPLE

Openapi.Yml Stop Key Phrases Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Stop Key Phrases Detection Job Response Example

2 fields

EXAMPLE

Openapi.Yml Stop Pii Entities Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Stop Pii Entities Detection Job Response Example

2 fields

EXAMPLE

Openapi.Yml Stop Sentiment Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Stop Sentiment Detection Job Response Example

2 fields

EXAMPLE

Openapi.Yml Stop Targeted Sentiment Detection Job Request Example

1 fields

EXAMPLE

Openapi.Yml Stop Targeted Sentiment Detection Job Response Example

2 fields

EXAMPLE

Openapi.Yml Stop Training Document Classifier Request Example

1 fields

EXAMPLE

Openapi.Yml Stop Training Document Classifier Response Example

EXAMPLE

Openapi.Yml Stop Training Entity Recognizer Request Example

1 fields

EXAMPLE

Openapi.Yml Stop Training Entity Recognizer Response Example

EXAMPLE

Openapi.Yml Syntax Token Example

5 fields

EXAMPLE

Openapi.Yml Tag Example

2 fields

EXAMPLE

Openapi.Yml Tag Resource Request Example

2 fields

EXAMPLE

Openapi.Yml Tag Resource Response Example

EXAMPLE

Openapi.Yml Targeted Sentiment Detection Job Filter Example

4 fields

EXAMPLE

Openapi.Yml Targeted Sentiment Detection Job Properties Example

13 fields

EXAMPLE

Openapi.Yml Targeted Sentiment Entity Example

2 fields

EXAMPLE

Openapi.Yml Targeted Sentiment Mention Example

7 fields

EXAMPLE

Openapi.Yml Task Config Example

3 fields

EXAMPLE

Openapi.Yml Topics Detection Job Filter Example

4 fields

EXAMPLE

Openapi.Yml Topics Detection Job Properties Example

13 fields

EXAMPLE

Openapi.Yml Untag Resource Request Example

2 fields

EXAMPLE

Openapi.Yml Untag Resource Response Example

EXAMPLE

Openapi.Yml Update Data Security Config Example

3 fields

EXAMPLE

Openapi.Yml Update Endpoint Request Example

5 fields

EXAMPLE

Openapi.Yml Update Endpoint Response Example

1 fields

EXAMPLE

Openapi.Yml Update Flywheel Request Example

4 fields

EXAMPLE

Openapi.Yml Update Flywheel Response Example

1 fields

EXAMPLE

Openapi.Yml Vpc Config Example

2 fields

EXAMPLE

Openapi.Yml Warnings List Item Example

3 fields

EXAMPLE

Resources

VulnerabilityDisclosure

VulnerabilityDisclosure

GitHubOrganization

Sources

aid: amazon-comprehend
url: https://raw.githubusercontent.com/api-evangelist/amazon-comprehend/refs/heads/main/apis.yml
name: Amazon Comprehend
type: Index
image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
specificationVersion: '0.19'
description: 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.
created: '2024-01-15'
modified: '2026-06-20'
tags:
- AWS
- Machine Learning
- Natural Language Processing
- NLP
- Text Analysis
apis:
- name: Amazon Comprehend API
  description: The Amazon Comprehend API provides programmatic access to natural language processing capabilities including
    sentiment analysis, entity recognition, key phrase extraction, language detection, topic modeling, PII detection, and
    syntax analysis for text documents. The API supports real-time and batch processing with 84 operations covering detection,
    async jobs, custom model training, and flywheel management for continuous learning.
  image: https://a0.awsstatic.com/libra-css/images/logos/aws_logo_smile_1200x630.png
  humanURL: https://aws.amazon.com/comprehend/
  baseURL: https://comprehend.amazonaws.com
  tags:
  - AWS
  - Machine Learning
  - Natural Language Processing
  - NLP
  - Text Analysis
  properties:
  - type: Documentation
    url: https://docs.aws.amazon.com/comprehend/latest/dg/
  - type: OpenAPI
    url: openapi/amazon-comprehend-openapi.yml
  - type: APIReference
    url: https://docs.aws.amazon.com/comprehend/latest/APIReference/
  - type: Pricing
    url: https://aws.amazon.com/comprehend/pricing/
  - type: GettingStarted
    url: https://aws.amazon.com/comprehend/getting-started/
  - type: FAQ
    url: https://aws.amazon.com/comprehend/faqs/
  - type: JSONSchema
    url: json-schema/comprehend-entity-schema.json
  - type: JSONStructure
    url: json-structure/comprehend-entity-structure.json
  - type: JSON-LD
    url: json-ld/amazon-comprehend-context.jsonld
  - type: Overlay
    url: overlays/amazon-comprehend-openapi-overlay.yaml
  - type: MCPServer
    url: mcp/amazon-comprehend-mcp.yml
  - type: ErrorCatalog
    url: errors/amazon-comprehend-problem-types.yml
  - type: Conformance
    url: conformance/amazon-comprehend-conformance.yml
  - type: Lifecycle
    url: lifecycle/amazon-comprehend-lifecycle.yml
common:
- type: TrustCenter
  url: security/amazon-comprehend-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/amazon-comprehend-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/amazon-comprehend-domain-security.yml
- type: Authentication
  url: authentication/amazon-comprehend-authentication.yml
- type: Portal
  url: https://aws.amazon.com/
- type: Website
  url: https://aws.amazon.com/comprehend/
- type: Documentation
  url: https://docs.aws.amazon.com/comprehend/
- type: TermsOfService
  url: https://aws.amazon.com/service-terms/
- type: PrivacyPolicy
  url: https://aws.amazon.com/privacy/
- type: Support
  url: https://aws.amazon.com/support/
- type: Blog
  url: https://aws.amazon.com/blogs/machine-learning/
- type: GitHubOrganization
  url: https://github.com/aws
- type: Console
  url: https://console.aws.amazon.com/comprehend/
- type: SignUp
  url: https://portal.aws.amazon.com/billing/signup
- type: Login
  url: https://signin.aws.amazon.com/
- type: StatusPage
  url: https://health.aws.amazon.com/health/status
- type: YouTube
  url: https://www.youtube.com/user/AmazonWebServices
- type: StackOverflow
  url: https://stackoverflow.com/questions/tagged/amazon-comprehend
- type: Contact
  url: https://aws.amazon.com/contact-us/
- type: SpectralRules
  url: rules/amazon-comprehend-spectral-rules.yml
- type: Vocabulary
  url: vocabulary/amazon-comprehend-vocabulary.yaml
- type: Packages
  url: packages/amazon-comprehend-packages.yml
- type: WellKnown
  url: well-known/amazon-comprehend-well-known.yml
- type: SecurityTxt
  url: well-known/amazon-comprehend-security.txt
- type: LLMsTxt
  url: llms/amazon-comprehend-llms.txt
- type: LLMsFull
  url: llms/amazon-comprehend-llms-full.txt
- type: Features
  data:
  - name: Entity Recognition
    description: Identify named entities such as people, places, organizations, dates, and quantities in text.
  - name: Sentiment Analysis
    description: Detect positive, negative, neutral, or mixed sentiment in text documents.
  - name: Key Phrase Extraction
    description: Extract key noun phrases and concepts from unstructured text.
  - name: Language Detection
    description: Automatically detect the dominant language of input text from 100+ supported languages.
  - name: PII Detection and Redaction
    description: Identify and optionally redact personally identifiable information from documents.
  - name: Topic Modeling
    description: Discover latent topics in large collections of documents using unsupervised learning.
  - name: Custom Classification
    description: Train custom document classifiers using your own labeled training data.
  - name: Custom Entity Recognition
    description: Train custom entity recognizers to identify domain-specific entities in text.
  - name: Syntax Analysis
    description: Analyze the syntax of text including parts of speech tagging and tokenization.
  - name: Flywheel
    description: Continuously improve custom models with new training data using the Flywheel feature.
- type: UseCases
  data:
  - name: Customer Feedback Analysis
    description: Analyze customer reviews, support tickets, and survey responses to understand sentiment and extract actionable
      insights.
  - name: Content Moderation
    description: Detect and filter inappropriate content, hate speech, or PII from user-generated content.
  - name: Document Processing
    description: Extract entities, key information, and classifications from contracts, reports, and medical records.
  - name: Voice of Customer Analytics
    description: Mine customer interactions for trends, topics, and sentiment to improve products and services.
  - name: Compliance and PII Redaction
    description: Automatically detect and redact PII from documents to meet GDPR, HIPAA, and other compliance requirements.
  - name: Search Enhancement
    description: Enrich search indexes with entities, key phrases, and topics to improve search relevance.
- type: Integrations
  data:
  - name: Amazon S3
    description: Process documents stored in S3 buckets using async batch analysis jobs.
  - name: Amazon SageMaker
    description: Integrate custom Comprehend models with SageMaker for advanced ML workflows.
  - name: AWS Lambda
    description: Trigger real-time Comprehend analysis from Lambda functions in event-driven architectures.
  - name: Amazon Kinesis
    description: Analyze streaming text data from Kinesis Data Streams and Firehose.
  - name: Amazon OpenSearch
    description: Enrich OpenSearch indexes with Comprehend-detected entities and topics for better search.
  - name: AWS Glue
    description: Use Comprehend in AWS Glue ETL jobs for large-scale document processing pipelines.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
  url: https://apievangelist.com