Qdrant

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.

Qdrant Embedding Store

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

Examples

Ingest documents into a Qdrant 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.Qdrant
      apiKey: "{{ secret('QDRANT_API_KEY') }}"
      host: localhost
      port: 6334
      collectionName: embeddings
    fromExternalURLs:
      - https://raw.githubusercontent.com/kestra-io/docs/refs/heads/main/content/blogs/release-0-22.md

Properties

apiKey *string

The API key

collectionName *string

The collection name

host *string

The database server host

port *integerstring

The database server port

​Qdrant

Qdrant