Similarity

Similarity
Certified
Run a similarity search on a Redis vector set

yaml
type: io.kestra.plugin.redis.vector.Similarity

Examples

yaml
id: similarity_search
namespace: company.team

inputs:
  - id: queryVector
    type: ARRAY
    itemType: FLOAT

tasks:
  - id: search
    type: io.kestra.plugin.redis.vector.Similarity
    url: "redis://:{{ secret('REDIS_PASSWORD') }}@{{ secret('REDIS_HOST') }}:6379"
    key: "doc_embeddings"
    vector: "{{ inputs.queryVector }}"
    count: 5

  - id: log_matches
    type: io.kestra.plugin.core.log.Log
    message: "Top matches: {{ outputs.search.matches }}"

Properties

key *string

url *string

count integerstring

element string

epsilon numberstring

explorationFactor integerstring

filter string

filterEfficiency integerstring

pluginDefaultsRef string

vector array

SubTypenumber

Outputs

matches array

SubTypestring

scores object

SubTypenumber

Clickhouse

Tasks that connect to ClickHouse via JDBC to run queries and loads.

Data

Weaviate

Tasks that manage and query vectors in Weaviate.

DataAI

SimilarityCertifiedRun a similarity search on a Redis vector set

More Plugins in this Category

Clickhouse

Weaviate

Similarity
Certified
Run a similarity search on a Redis vector set