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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

Follow the runtime. Inspect what supports it.

Solid horizontal paths show main-channel execution. Violet dependencies sit beneath the exact step they configure or empower.

10

Nodes

10

Links

1

Run groups

Connected tools

2 integrations

  • Qdrant
  • Custom image embedding API

Canvas controls

Fit wide systems, then zoom into any run group.

KNN Classifier for Image Data execution lanes1 run groups containing 10 workflow nodes and 10 visible links. Solid horizontal lines are main-channel runtime links. Violet dashed lines connect typed dependencies beneath the runtime step they support. Focus any node to inspect its immediate path.Execute Workflow Trigger. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.STARTExecute Workflow TriggerTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTImage Test URL. transform node, set. 1 incoming and 1 outgoing connections.STEP 02Image Test URLTRANSFORMSET1 IN / 1 OUTEmbed image. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 03Embed imageINTEGRATIONHTTPREQUEST1 IN / 1 OUTQdrant variables + embedding + KNN neigbours. transform node, set. 1 incoming and 1 outgoing connections.STEP 04Qdrant variables + embedd…TRANSFORMSET1 IN / 1 OUTQuery Qdrant. integration node, httpRequest. 2 incoming and 1 outgoing connections.STEP 05Query QdrantINTEGRATIONHTTPREQUEST2 IN / 1 OUTPropagate loop variables. transform node, set. 1 incoming and 1 outgoing connections.STEP 06Propagate loop variablesTRANSFORMSET1 IN / 1 OUTMajority Vote. transform node, code. 1 incoming and 1 outgoing connections.STEP 07Majority VoteTRANSFORMCODE1 IN / 1 OUTCheck tie. decision node, if. 1 incoming and 2 outgoing connections.STEP 08Check tieDECISIONIF1 IN / 2 OUTIncrease limitKNN. transform node, set. 1 incoming and 1 outgoing connections.STEP 09Increase limitKNNTRANSFORMSET1 IN / 1 OUTReturn class. transform node, set. 1 incoming and 0 outgoing connections.OUTCOMEReturn classTRANSFORMSET1 IN / 0 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
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Runtime breakdown

Read the execution spine before its dependencies.

Each run group separates main-channel steps from the models, tools, retrievers, and data services that support them. Start and outcome labels apply only to runtime nodes.

01

Run Group

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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