Qdrant Upsert
CertifiedUpsert points into a Qdrant collection
Qdrant Upsert
Upsert points into a Qdrant collection
Inserts or updates points in a Qdrant collection in configurable batch sizes. Reads from inline lists or Kestra storage URIs.
type: io.kestra.plugin.qdrant.UpsertExamples
Upsert points with vectors and payloads into a Qdrant collection
id: qdrant_upsert
namespace: company.team
tasks:
- id: upsert_points
type: io.kestra.plugin.qdrant.Upsert
host: "{{ secret('QDRANT_HOST') }}"
apiKey: "{{ secret('QDRANT_API_KEY') }}"
tlsEnabled: true
collectionName: docs
batchSize: 100
points:
- id: 1
vector: [0.05, 0.61, 0.76, 0.74]
payload:
city: Berlin
country: Germany
- id: 2
vector: [0.19, 0.81, 0.75, 0.11]
payload:
city: Paris
country: France
Properties
collectionName *string
Collection name
The name of the collection to upsert points into.
host *string
The host of the Qdrant instance
The hostname or IP address of the Qdrant gRPC endpoint.
points *stringarrayobject
Points to upsert
Points data source, either an inline list of maps or a Kestra storage URI to an ION file. Each point must include a vector (dense 'vector' list or named 'vectors' map) and optionally an 'id' and 'payload' map.
apiKey string
API key
The API key for authentication with Qdrant.
assets
Assets this task consumes as inputs or produces as outputs, for lineage tracking and the asset graph (Enterprise Edition). A flow declaring this property on a task is rejected in the open-source edition.
io.kestra.core.models.assets.AssetsDeclaration
IGNOREFAILWARNAsset failure behavior
Behavior applied to the task state when a declared asset fails to render, emit, or be persisted (e.g. a lock conflict): FAIL escalates it to FAILED, WARN (default) warns it if it would otherwise succeed, IGNORE leaves the state untouched.
Whether to auto-register assets referenced dynamically at runtime that are not statically declared in inputs or outputs.
The assets consumed as inputs.
io.kestra.core.models.assets.AssetIdentifier
1The assets produced as outputs.
io.kestra.plugin.ee.assets.Dataset
1150{}1150io.kestra.plugin.ee.assets.File
1150{}1150io.kestra.plugin.ee.assets.Table
1150{}1150io.kestra.plugin.ee.assets.VM
1150{}1150io.kestra.core.models.assets.External
1150{}1150io.kestra.core.models.assets.Custom
11501Custom asset type
{}1150batchSize integerstring
100Batch size
The number of points to send in each upsert batch request (default: 100, min: 1, max: 1000).
port integerstring
6334The port of the Qdrant instance
The gRPC port of the Qdrant instance (default 6334).
tlsEnabled booleanstring
falseEnable TLS
Whether to use TLS/SSL for secure gRPC connection.
Outputs
upsertedCount integer
0Number of upserted points
The total count of points successfully upserted into the collection.
