Chroma

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.

Chroma Embedding Store

Always uses cosine distance as the distance metric

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

Examples

Ingest documents into a Chroma 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: my_api_key
    embeddings:
      type: io.kestra.plugin.ai.embeddings.Chroma
      baseUrl: http://localhost:8000
      collectionName: embeddings
    fromExternalURLs:
      - https://raw.githubusercontent.com/kestra-io/docs/refs/heads/main/content/blogs/release-0-22.md

Properties

baseUrl *string

The database base URL

collectionName *string

The collection name

​Chroma

Chroma