MongoDBAtlas

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.

MongoDB Atlas Embedding Store

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

Examples

Ingest documents into a MongoDB Atlas 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.MongoDBAtlas
      username: "{{ secret('MONGODB_ATLAS_USERNAME') }}"
      password: "{{ secret('MONGODB_ATLAS_PASSWORD') }}"
      host: "{{ secret('MONGODB_ATLAS_HOST') }}"
      database: "{{ secret('MONGODB_ATLAS_DATABASE') }}"
      collectionName: embeddings
      indexName: embeddings
    fromExternalURLs:
      - https://raw.githubusercontent.com/kestra-io/docs/refs/heads/main/content/blogs/release-0-22.md

Properties

collectionName *string

The collection name

host *string

The host

indexName *string

The index name

scheme *string

The scheme (e.g. mongodb+srv)

createIndex booleanstring

Create the index

database string

The database

metadataFieldNames array

SubType string

The metadata field names

options object

The connection string options

password string

The password

username string

The username

​Mongo​D​B​Atlas

MongoDBAtlas