Weaviate

This plugin is currently in beta. While it is considered safe for use, please be aware that its API could change in ways that are not compatible with earlier versions in future releases, or it might become unsupported.

Weaviate Embedding Store

yaml
type: "io.kestra.plugin.ai.embeddings.Weaviate"

Examples

Ingest documents into a Weaviate embedding store.

yaml
id: document-ingestion
namespace: company.team

tasks:
  - id: ingest
    type: io.kestra.plugin.ai.rag.IngestDocument
    provider:
      type: io.kestra.plugin.ai.provider.GoogleGemini
      modelName: gemini-embedding-exp-03-07
      apiKey: "{{ secret('GEMINI_API_KEY') }}"
    embeddings:
      type: io.kestra.plugin.ai.embeddings.Weaviate
      apiKey: "{{ secret('WEAVIATE_API_KEY') }}"
      host: your-weaviate-host
    drop: true
    fromExternalURLs:
      - https://raw.githubusercontent.com/kestra-io/docs/refs/heads/main/content/blogs/release-0-22.md

Properties

apiKey *string

Weaviate API key

Your Weaviate API key. Not required for local deployment.

host *string

Weaviate host

The host, e.g. "ai-4jw7ufd9.weaviate.network" of cluster URL. Find in under Details of your Weaviate cluster.

avoidDups booleanstring

Weaviate avoid dups

If true (default), then WeaviateEmbeddingStore will generate a hashed ID based on provided text segment, which avoids duplicated entries in DB. If false, then random ID will be generated.

consistencyLevel string

Possible Values

ONEQUORUMALL

Weaviate consistency level

Consistency level: ONE, QUORUM (default) or ALL.

grpcPort integerstring

gRPC port if used

metadataFieldName string

Weaviate metadata field name

The name of the metadata field to store. If not provided, will default to "_metadata".

metadataKeys array

SubType string

Weaviate metadata keys

The list of metadata keys to store. If not provided, will default to an empty list.

objectClass string

Weaviate object class

The object class you want to store, e.g. "MyGreatClass". Must start from an uppercase letter. If not provided, will default to "Default".

port integerstring

Weaviate port

The port, e.g. 8080. This parameter is optional.

scheme string

Weaviate scheme

The scheme, e.g. "https" of cluster URL. Find in under Details of your Weaviate cluster.

securedGrpc booleanstring

The gRPC connection is secured

useGrpcForInserts booleanstring

Use gRPC for inserts

Use GRPC instead of HTTP for batch inserts only. You still need HTTP configured for search.

​Weaviate

Weaviate