Cloud Natural Language API

gcp AI servicegoogle-cloud-natural-language

Entity, sentiment, syntax and content classification over text.

Provider: gcp
Kind: AI service
Category: Compute
Official docs: https://docs.cloud.google.com/natural-language/quotas

Properties · 5 set by this component

property	type	values	required	kind default	this component
analysis · component property	enum	entities \| sentiment \| syntax \| classification \| moderation	no	entities	inherited
auth	enum	api-key \| oauth \| iam \| none	no	—	▸ iam
contentFiltering	boolean	—	no	—	inherited
customerManagedKeys	boolean	—	no	—	inherited
dataResidency · advanced	enum	us \| eu \| asia \| global	no	—	inherited
dataRetentionDays	integer	—	no	—	inherited
keyStore	boolean	—	no	false	inherited
managed	boolean	—	no	false	▸ true
maxContentBytes · component property	integer	—	no	1000000	inherited
modality	enum	text \| vision \| speech \| multimodal \| structured \| image \| video \| audio \| embedding \| rerank	no	—	▸ text
publicEndpoint	boolean	—	no	—	▸ true
quotaUnitsPerMinute	integer	—	no	—	▸ 600
rateLimitRpm · advanced	integer	—	no	—	inherited
rateLimitTpm · advanced	integer	—	no	—	inherited
requestsPerDay · component property	integer	—	no	800000	inherited
viaGateway	boolean	—	no	false	inherited

Rules that apply · 2

Every rule whose selector covers this component's kind or its category. Whether a rule fires depends on the design: its properties, its edges and its groups.

AI API key not managedwarning

ai-api-key-unmanaged

This AI vendor is reached with an API key, and nothing in the design holds or rotates that key. It ends up in environment files or code, every caller shares it, and a single leak runs up the vendor bill until someone notices. Put the key in a key-management component, or say it is held there with keyStore.

— all of these hold:
— the node's `auth` is "api-key"
— the node's `keyStore` is false
— the node has at least one incoming edge from an app-server, worker or client
— this does not hold:
— the design contains a node of kind key-management

Stateful node without zone redundancyerror

stateful-node-without-zone-redundancy

A stateful compute node pinned to exactly one availability zone disappears with that zone, and its state goes with it. Nodes inside a cell are exempt, because there the cell is deliberately single-zone and redundancy comes from the other cells.

— all of these hold:
— the node's `stateless` is false
— the node sits inside exactly 1 availability-zone group
— this does not hold:
— the node sits inside at least one cell group

Use it in a design

nodes:
  - { id: "cloud-natural-language", component: "google-cloud-natural-language" }

Other AI service products · 125

and 85 more → AI service page

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Google Cloud Natural Language API: entity, sentiment, syntax and classification over
3# text. "Quotas and limits": 600 requests per minute, 800,000 requests per day,
4# 1,000,000 bytes of text content and 100,000 tokens per request.
5schemaVersion: "1"
6type: "component"
7id: "google-cloud-natural-language"
8kind: "ai-service"
9provider: "gcp"
10docs: "https://docs.cloud.google.com/natural-language/quotas"
11defaults:
12  auth: "iam"
13  modality: "text"
14  publicEndpoint: true
15  quotaUnitsPerMinute: 600
16  managed: true
17properties:
18  analysis:
19    type: "enum"
20    values: ["entities", "sentiment", "syntax", "classification", "moderation"]
21    default: "entities"
22  maxContentBytes:
23    type: "integer"
24    default: 1000000
25  requestsPerDay:
26    type: "integer"
27    default: 800000

The same page as markdown, for an agent: /catalogue/components/google-cloud-natural-language.md