Amazon Personalize

Managed recommendation service serving personalized items from your interaction data.

Provider: aws
Kind: AI service
Category: Compute
Official docs: https://docs.aws.amazon.com/personalize/latest/dg/limits.html

Properties · 5 set by this component

property	type	values	required	kind default	this component
auth	enum	api-key \| oauth \| iam \| none	no	—	▸ iam
campaignsPerDatasetGroup · component property	integer	—	no	5	inherited
contentFiltering	boolean	—	no	—	inherited
customerManagedKeys	boolean	—	no	—	▸ false
dataResidency · advanced	enum	us \| eu \| asia \| global	no	—	inherited
dataRetentionDays	integer	—	no	—	inherited
keyStore	boolean	—	no	false	inherited
managed	boolean	—	no	false	▸ true
modality	enum	text \| vision \| speech \| multimodal \| structured \| image \| video \| audio \| embedding \| rerank	no	—	▸ structured
publicEndpoint	boolean	—	no	—	▸ true
putEventsPerSecond · component property	integer	—	no	1000	inherited
quotaUnitsPerMinute	integer	—	no	—	inherited
rateLimitRpm · advanced	integer	—	no	—	inherited
rateLimitTpm · advanced	integer	—	no	—	inherited
realTimeEventIngestion · component property	boolean	—	no	false	inherited
requestsPerSecondPerCampaign · component property	integer	—	no	500	inherited
servingMode · component property	enum	campaign \| recommender \| batch-inference	no	campaign	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: "personalize", component: "aws-personalize" }

Other AI service products · 125

and 85 more → AI service page

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Amazon Personalize: managed recommendation service that trains on interaction, user and item datasets and serves recommendations from a campaign, a domain recommender or a batch inference job.
3# "Amazon Personalize endpoints and quotas" gives the defaults: 5 active dataset groups per Region, 10 solutions, 5 campaigns and 5 recommenders per dataset group, 500 GetRecommendations requests per second per campaign, 1,000 PutEvents per second per dataset group and a 1,000-interaction minimum before training.
4schemaVersion: "1"
5type: "component"
6id: "aws-personalize"
7kind: "ai-service"
8provider: "aws"
9docs: "https://docs.aws.amazon.com/personalize/latest/dg/limits.html"
10defaults:
11  auth: "iam"
12  modality: "structured"
13  managed: true
14  publicEndpoint: true
15  customerManagedKeys: false
16properties:
17  servingMode:
18    type: "enum"
19    values: ["campaign", "recommender", "batch-inference"]
20    default: "campaign"
21  requestsPerSecondPerCampaign:
22    type: "integer"
23    default: 500
24  campaignsPerDatasetGroup:
25    type: "integer"
26    default: 5
27  putEventsPerSecond:
28    type: "integer"
29    default: 1000
30  realTimeEventIngestion:
31    type: "boolean"
32    default: false

The same page as markdown, for an agent: /catalogue/components/aws-personalize.md