Vald

Kubernetes-native distributed ANN engine on the NGT algorithm with replicated indexes across agents.

Provider: default
Kind: Vector database
Category: Data
Official docs: https://vald.vdaas.org/docs/overview/about-vald/

Properties · 4 set by this component

property	type	values	required	kind default	this component
algorithm · component property	enum	ngt \| faiss	no	ngt	inherited
autoIndexing · component property	boolean	—	no	true	inherited
dimensions	integer	—	no	—	inherited
distanceMetric	enum	cosine \| euclidean \| dot-product	no	—	inherited
hybridSearch	boolean	—	no	false	▸ false
indexType	enum	flat \| hnsw \| ivf \| disk-ann \| lsh	no	—	inherited
managed	boolean	—	no	false	▸ false
metadataFiltering	boolean	—	no	false	▸ false
namespaces	boolean	—	no	false	inherited
objectType · component property	enum	float \| float16 \| uint8	no	float	inherited
quantization	enum	none \| scalar \| product \| binary	no	none	inherited
replicas	integer	—	no	—	▸ 3

Rules that apply · 0

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.

No rule reads this kind yet. That is a gap, not a guarantee.

Use it in a design

nodes:
  - { id: "vald", component: "vald" }

Other Vector database products · 23

Alibaba Cloud Milvusalibaba-milvusalibabacloudvector-database Amazon S3 Vectorsaws-s3-vectorsawsvector-database Agent Memorycloudflare-agent-memorycloudflarevector-database Cloudflare Vectorizecloudflare-vectorizecloudflarevector-database Chromachromavector-database Deep Lakedeeplakevector-database Epsillaepsillavector-database KDB.AIkdb-aivector-database LanceDBlancedbvector-database Marqomarqovector-database Milvusmilvusvector-database MyScalemyscalevector-database pgvectorpgvectorvector-database pgvectorscalepgvectorscalevector-database Pineconepineconevector-database Qdrantqdrantvector-database turbopufferturbopuffervector-database Generic vector databasevector-databasevector-database Vespa Cloudvespa-cloudvector-database Weaviateweaviatevector-database Zilliz Cloudzilliz-cloudvector-database DigitalOcean Vector Databasesdigitalocean-vector-databasedigitaloceanvector-database Vertex AI Vector Searchgoogle-vertex-ai-vector-searchgcpvector-database

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Vald: Kubernetes-native distributed ANN engine built on the NGT graph-and-tree algorithm.
3# "About Vald": indexes are stored on several agents so index replicas exist and rebalance when an
4# agent is lost. Helm chart values: the load-balancing gateway writes 3 index replicas by default.
5schemaVersion: "1"
6type: "component"
7id: "vald"
8kind: "vector-database"
9provider: "default"
10docs: "https://vald.vdaas.org/docs/overview/about-vald/"
11defaults:
12  metadataFiltering: false
13  hybridSearch: false
14  replicas: 3
15  managed: false
16properties:
17  algorithm:
18    type: "enum"
19    values: ["ngt", "faiss"]
20    default: "ngt"
21  objectType:
22    type: "enum"
23    values: ["float", "float16", "uint8"]
24    default: "float"
25  autoIndexing:
26    type: "boolean"
27    default: true

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