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KNN Classifier for Image Data

KNN Classifier for Image Data is a 10-node automation blueprint connecting Qdrant, Custom image embedding API. Inspect its trigger, execution graph, branches, and implementation requirements.

QdrantCustom image embedding API

Interactive system map

Execution flows, separated by connected path.

Each horizontal lane is one connected flow. Solid lines show runtime execution; dashed lines show AI, model, memory, or tool dependencies.

10

Nodes

10

Links

1

Flows

Connected tools

2 integrations

  • Qdrant
  • Custom image embedding API
KNN Classifier for Image Data execution lanes1 connected flows containing 10 workflow nodes and 10 visible links. Solid lines are execution links and dashed lines are support dependencies. Focus any node to inspect its immediate path.Execute Workflow Trigger. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.Execute Workflow TriggerTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTImage Test URL. transform node, set. 1 incoming and 1 outgoing connections.Image Test URLTRANSFORMSET1 IN / 1 OUTEmbed image. integration node, httpRequest. 1 incoming and 1 outgoing connections.Embed imageINTEGRATIONHTTPREQUEST1 IN / 1 OUTQdrant variables + embedding + KNN neigbours. transform node, set. 1 incoming and 1 outgoing connections.Qdrant variables + embedd…TRANSFORMSET1 IN / 1 OUTQuery Qdrant. integration node, httpRequest. 2 incoming and 1 outgoing connections.Query QdrantINTEGRATIONHTTPREQUEST2 IN / 1 OUTPropagate loop variables. transform node, set. 1 incoming and 1 outgoing connections.Propagate loop variablesTRANSFORMSET1 IN / 1 OUTMajority Vote. transform node, code. 1 incoming and 1 outgoing connections.Majority VoteTRANSFORMCODE1 IN / 1 OUTCheck tie. decision node, if. 1 incoming and 2 outgoing connections.Check tieDECISIONIF1 IN / 2 OUTIncrease limitKNN. transform node, set. 1 incoming and 1 outgoing connections.Increase limitKNNTRANSFORMSET1 IN / 1 OUTReturn class. transform node, set. 1 incoming and 0 outgoing connections.Return classTRANSFORMSET1 IN / 0 OUT

Signal inspector

Focus, hover, or select a node to illuminate its real path.

Execution linkSupport dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.10 connected nodesEnter or click to lock · Escape to clear

Execution breakdown

Follow each connected flow from start to outcome.

The readable view below uses the same graph relationships as the interactive map. Each row is a connected flow; columns advance only when an actual link connects the nodes.

01

Connected Flow

Execute Workflow Trigger

10 Execution Links

  1. Start

    Execute Workflow Trigger

    Trigger

  2. Step 2

    Image Test URL

    Transform

  3. Step 3

    Embed image

    Integration

  4. Step 4

    Qdrant variables + embedding + KNN neigbours

    Transform

  5. Step 5

    Query Qdrant

    Integration

  6. Step 6

    Propagate loop variables

    Transform

  7. Step 7

    Majority Vote

    Transform

  8. Step 8

    Check tie

    Decision

  9. Step 9

    Increase limitKNN

    Transform

  10. Outcome

    Return class

    Transform

Turn the map into a plan

Adapt this blueprint to your company.

Bring the system shape into a workspace, then define the production controls, data boundaries, owners, and delivery sequence around your context.

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