Vespa

Serving engine combining text, vector and structured search with ranking inference.

Provider: default
Kind: Search index
Category: Data
Official docs: https://docs.vespa.ai/en/reference/services-content.html

Properties · 4 set by this component

property	type	values	required	kind default	this component
geoScheme · advanced	enum	none \| s2 \| h3 \| geohash \| quadtree	no	none	inherited
indexing	enum	sync \| async \| batch	no	async	▸ sync
managed	boolean	—	no	false	▸ false
rankingInference · component property	boolean	—	no	true	inherited
rebuildCadenceHours · advanced	integer	—	no	—	inherited
replicas	integer	—	no	—	inherited
searchableCopies · component property	integer	—	no	2	inherited
shardingStrategy · advanced	enum	none \| hash \| geo \| time \| prefix-range	no	none	▸ hash
structure	enum	inverted \| trie \| vector \| geo-cell	no	inverted	▸ inverted
vectorSearch · component property	boolean	—	no	true	inherited

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: "vespa", component: "vespa" }

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 Cloud Talent Solutiongoogle-cloud-talent-solutiongcpsearch-index Vertex AI Searchgoogle-vertex-ai-searchgcpsearch-index AI Commerce Searchgoogle-vertex-ai-search-commercegcpsearch-index Vision API Product Searchgoogle-vision-product-searchgcpsearch-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# Vespa: stateless container clusters over content clusters that distribute documents into
3# buckets. Per "Vespa Overview" writes are visible in all queries a few milliseconds after
4# the ack, and per "services.xml - content" self-managed searchable-copies defaults to 2.
5schemaVersion: "1"
6type: "component"
7id: "vespa"
8kind: "search-index"
9provider: "default"
10docs: "https://docs.vespa.ai/en/reference/services-content.html"
11defaults:
12  structure: "inverted"
13  shardingStrategy: "hash"
14  indexing: "sync"
15  managed: false
16properties:
17  searchableCopies:
18    type: "integer"
19    default: 2
20  vectorSearch:
21    type: "boolean"
22    default: true
23  rankingInference:
24    type: "boolean"
25    default: true

The same page as markdown, for an agent: /catalogue/components/vespa.md