GCP Natural Language API Service
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A GCP Natural Language API Service is a natural language API system that is a GCP AI service.
- Context:
- It can be part of the suite of Google GCP's machine learning APIs.
- It can (typically) be composed of GCP Natural Language API Endpoints, such as: GCP analyzeEntities, GCP annotateText, GCP classifyText.
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- Example(s):
- Counter-Example(s):
- Google Cloud Speech API: This API focuses on converting spoken language into text, but does not provide the deeper language understanding capabilities of the Natural Language API.
- GCP Vision AI: This API provides tools for image analysis, not natural language processing.
- AWS Lex Service: This is Amazon's service for building conversational interfaces, not specifically a natural language understanding API.
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- See: Google Cloud Platform, Google Translate.
References
2023
- https://cloud.google.com/natural-language/docs/reference/rest
- QUOTE: Provides natural language understanding technologies, such as sentiment analysis, entity recognition, entity sentiment analysis, and other text annotations, to developers.
- Service: language.googleapis.com
To call this service, we recommend that you use the Google-provided client libraries. If your application needs to use your own libraries to call this service, use the following information when you make the API requests.
2016
- https://cloud.google.com/natural-language/
- QUOTE:
- Syntax Analysis: Extract tokens and sentences, identify parts of speech (PoS) and create dependency parse trees for each sentence.
- Entity Recognition: Identify entities and label by types such as person, organization, location, events, products and media.
- Sentiment Analysis: Understand the overall sentiment expressed in a block of text.
- Multi-Language: Enables you to easily analyze text in multiple languages including English, Spanish and Japanese.
- Integrated REST API: Access via REST API. Text can be uploaded in the request or integrated with Google Cloud Storage.
- QUOTE: