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YouTube Data Automation Workflow

YouTube Data Automation Workflow is a 15-node automation blueprint connecting Apify, Langchain. Inspect its trigger, execution graph, branches, and implementation requirements.

ApifyLangchain

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.

15

Nodes

13

Links

2

Run groups

Connected tools

2 integrations

  • Apify
  • LangChain

Canvas controls

Fit wide systems, then zoom into any run group.

YouTube Data Automation Workflow execution lanes2 run groups containing 15 workflow nodes and 13 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.Apify Youtube MCP Server. trigger node, mcpTrigger. 3 incoming and 0 outgoing connections.CORE RUNTIMEApify Youtube MCP ServerTRIGGERMCPTRIGGER3 IN / 0 OUTYoutube Search. ai node, toolWorkflow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Youtube SearchAITOOLWORKFLOW0 IN / 1 OUTYoutube Transcripts. ai node, toolWorkflow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Youtube TranscriptsAITOOLWORKFLOW0 IN / 1 OUTUsage Report. ai node, toolWorkflow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Usage ReportAITOOLWORKFLOW0 IN / 1 OUTWhen Executed by Another Workflow. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.STARTWhen Executed by Another …TRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTOperation. decision node, switch. 1 incoming and 3 outgoing connections.STEP 02OperationDECISIONSWITCH1 IN / 3 OUTApify Youtube Search. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 03Apify Youtube SearchINTEGRATIONHTTPREQUEST1 IN / 1 OUTApify Youtube Transcripts. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 03Apify Youtube TranscriptsINTEGRATIONHTTPREQUEST1 IN / 1 OUTGet Usage Metrics. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 03Get Usage MetricsINTEGRATIONHTTPREQUEST1 IN / 1 OUTSimplify Search Results. transform node, set. 1 incoming and 1 outgoing connections.STEP 04Simplify Search ResultsTRANSFORMSET1 IN / 1 OUTSimplify Transcript Results. transform node, set. 1 incoming and 1 outgoing connections.STEP 04Simplify Transcript ResultsTRANSFORMSET1 IN / 1 OUTGet Usage Limits. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 04Get Usage LimitsINTEGRATIONHTTPREQUEST1 IN / 1 OUTAggregate Search Results. transform node, aggregate. 1 incoming and 0 outgoing connections.OUTCOMEAggregate Search ResultsTRANSFORMAGGREGATE1 IN / 0 OUTAggregate Transcript Results. transform node, aggregate. 1 incoming and 0 outgoing connections.OUTCOMEAggregate Transcript Resu…TRANSFORMAGGREGATE1 IN / 0 OUTSimplify Usage Metrics. transform node, set. 1 incoming and 0 outgoing connections.OUTCOMESimplify Usage MetricsTRANSFORMSET1 IN / 0 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.15 connected nodesEnter or click to lock · Escape to clear

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

Apify Youtube MCP Server

0 Execution Links3 Support Dependencies

  1. Core Runtime

    Apify Youtube MCP Server

    Trigger

Attached dependencies

These nodes support the runtime above; they are not additional starts or outcomes.

3 nodes

  • Youtube Search

    AI reasoning dependency

  • Youtube Transcripts

    AI reasoning dependency

  • Usage Report

    AI reasoning dependency

02

Run Group

When Executed by Another Workf…

10 Execution Links

  1. Start

    When Executed by Another Workflow

    Trigger

  2. Step 2

    Operation

    Decision

  3. Step 3

    Apify Youtube Search

    Integration

    Apify Youtube Transcripts

    Integration

    Get Usage Metrics

    Integration

  4. Step 4

    Simplify Search Results

    Transform

    Simplify Transcript Results

    Transform

    Get Usage Limits

    Integration

  5. Outcome

    Aggregate Search Results

    Transform

    Aggregate Transcript Results

    Transform

    Simplify Usage Metrics

    Transform

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