Vision API Product Search

gcp Search indexgoogle-vision-product-search

Visual similarity search over reference images grouped into product sets.

Provider: gcp
Kind: Search index
Category: Data
Official docs: https://docs.cloud.google.com/vision/product-search/quotas

Properties · 6 set by this component

property	type	values	required	kind default	this component
geoScheme · advanced	enum	none \| s2 \| h3 \| geohash \| quadtree	no	none	▸ none
indexing	enum	sync \| async \| batch	no	async	▸ batch
maintenanceMode · component property	boolean	—	no	true	inherited
managed	boolean	—	no	false	▸ true
maxReferenceImagesPerProductSet · component property	integer	—	no	1000000	inherited
queryRequestsPerMinute · component property	integer	—	no	1800	inherited
rebuildCadenceHours · advanced	integer	—	no	—	▸ 24
replicas	integer	—	no	—	inherited
shardingStrategy · advanced	enum	none \| hash \| geo \| time \| prefix-range	no	none	▸ none
structure	enum	inverted \| trie \| vector \| geo-cell	no	inverted	▸ vector

Rules that apply · 1

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.

Search index without an asynchronous feederror

derived-store-without-cdc-or-rebuild

A search index is derived data and needs an asynchronous feed from a stream, change data capture or an indexing worker. Without one it is written inline on the request path, and it can never be rebuilt after it drifts.

— this does not hold:
— the node has at least one asynchronous incoming edge from a stream, change-data-capture or worker

Use it in a design

nodes:
  - { id: "vision-product-search", component: "google-vision-product-search" }

Other Search index products · 31

Alibaba Cloud Elasticsearchalibaba-elasticsearchalibabacloudsearch-index OpenSearchalibaba-open-searchalibabacloudsearch-index Amazon Bedrock Knowledge Basesaws-bedrock-knowledge-baseawssearch-index Amazon CloudSearchaws-cloudsearchawssearch-index Amazon Kendraaws-kendraawssearch-index Amazon OpenSearch Serviceaws-opensearchawssearch-index Azure AI Searchazure-ai-searchazuresearch-index Foundry IQazure-foundry-iqazuresearch-index AI Searchcloudflare-ai-searchcloudflaresearch-index Algoliaalgoliasearch-index Coveocoveosearch-index Elastic Cloudelastic-cloudsearch-index Elasticsearchelasticsearchsearch-index Geo cell indexgeo-cell-indexsearch-index Manticore Searchmanticoresearch-index Meilisearchmeilisearchsearch-index OpenSearchopensearchsearch-index Quickwitquickwitsearch-index Generic search indexsearch-indexsearch-index Apache Solrsolrsearch-index Sonicsonicsearch-index Sphinxsphinxsearch-index Trie indextrie-indexsearch-index Typesensetypesensesearch-index Vespavespasearch-index Cloud Talent Solutiongoogle-cloud-talent-solutiongcpsearch-index Vertex AI Searchgoogle-vertex-ai-searchgcpsearch-index AI Commerce Searchgoogle-vertex-ai-search-commercegcpsearch-index IBM Cloud Databases for Elasticsearchibm-databases-for-elasticsearchibmsearch-index IBM Watson Discoveryibm-watson-discoveryibmsearch-index OCI Search with OpenSearchoci-opensearchocisearch-index

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Vision API Product Search: visual similarity index over reference images grouped into
3# product sets. "Quickstart: Create a product set and search for products": the index is
4# updated approximately every day. "Quotas and limits": 1,800 query requests per minute.
5# In maintenance mode; Google points new work at Vision Warehouse.
6schemaVersion: "1"
7type: "component"
8id: "google-vision-product-search"
9kind: "search-index"
10provider: "gcp"
11docs: "https://docs.cloud.google.com/vision/product-search/quotas"
12defaults:
13  structure: "vector"
14  indexing: "batch"
15  rebuildCadenceHours: 24
16  shardingStrategy: "none"
17  geoScheme: "none"
18  managed: true
19properties:
20  maxReferenceImagesPerProductSet:
21    type: "integer"
22    default: 1000000
23  queryRequestsPerMinute:
24    type: "integer"
25    default: 1800
26  maintenanceMode:
27    type: "boolean"
28    default: true

The same page as markdown, for an agent: /catalogue/components/google-vision-product-search.md