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YouTube Chapter Automation

YouTube Chapter Automation is a 10-node automation blueprint connecting YouTube API, Google Palm API. Inspect its trigger, execution graph, branches, and implementation requirements.

YouTube APIGoogle Palm API

Interactive system map

The entire automation, wired and inspectable.

Brand marks identify the operational stack. Focus or select any node to isolate its real incoming and outgoing connections.

10

Nodes

9

Edges

6

Zones

System stack

2 integrations

  • YouTube API
  • Google AI
YouTube Chapter Automation interactive execution graphStructural view of 10 workflow nodes and 9 visible connections. Focus any node to inspect its connected path. Parameters and credentials are intentionally excluded.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.When clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTSet Video ID. transform node, set. 1 incoming and 1 outgoing connections.Set Video IDTRANSFORMSET1 IN / 1 OUTGet Video Meta Data. integration node, youTube. 1 incoming and 1 outgoing connections.Get Video Meta DataINTEGRATIONYOUTUBE1 IN / 1 OUTGet Caption ID. integration node, httpRequest. 1 incoming and 1 outgoing connections.Get Caption IDINTEGRATIONHTTPREQUEST1 IN / 1 OUTGet Captions. integration node, httpRequest. 1 incoming and 1 outgoing connections.Get CaptionsINTEGRATIONHTTPREQUEST1 IN / 1 OUTExtract Captions. integration node, extractFromFile. 1 incoming and 1 outgoing connections.Extract CaptionsINTEGRATIONEXTRACTFROMFILE1 IN / 1 OUTTag Chapters in Description. ai node, chainLlm. 3 incoming and 1 outgoing connections.Tag Chapters in DescriptionAICHAINLLM3 IN / 1 OUTGoogle Gemini Chat Model. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.Google Gemini Chat ModelGOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTStructured Captions. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.Structured CaptionsAIOUTPUTPARSERSTRUCTURED0 IN / 1 OUTUpdate Chapters. integration node, youTube. 1 incoming and 0 outgoing connections.Update ChaptersINTEGRATIONYOUTUBE1 IN / 0 OUT

Signal inspector

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

triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.10 connected nodesEnter or click to lock · Escape to clear

Structured review

Read the workflow as a system, not a node dump.

The workflow is grouped into operational zones, then reviewed for the controls needed to adapt the pattern safely.

01

Entry signals

1 node

Events, schedules, and unconnected roots that can start an execution.

When clicking ‘Test workflow’

Trigger

02

Data & operations

5 nodes

Transformations and external-system actions that move the work forward.

Get Caption ID

Integration

Get Captions

Integration

Extract Captions

Integration

Get Video Meta Data

Integration

Set Video ID

Transform

03

Intelligence & routing

3 nodes

Model calls and control points that interpret, branch, or govern the run.

Structured Captions

AI reasoning

Google Gemini Chat Model

AI reasoning

Tag Chapters in Description

AI reasoning

04

Terminal actions

1 node

Nodes with no visible outgoing edge: the workflow’s observable outcomes.

Update Chapters

Integration

Adjacent systems

Keep tracing the stack.

Related workflows share tools and similar system patterns.

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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