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BBC News Processing and AI Augmentation

BBC News Processing and AI Augmentation is a 16-node automation blueprint connecting BBC News, Google Palm, Hugging Face. Inspect its trigger, execution graph, branches, and implementation requirements.

BBC NewsGoogle PalmHugging Face

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.

16

Nodes

16

Edges

6

Zones

System stack

3 integrations

  • BBC News
  • Google AI
  • Hugging Face
BBC News Processing and AI Augmentation interactive execution graphStructural view of 16 workflow nodes and 16 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 OUTFetch BBC News Page. integration node, httpRequest. 1 incoming and 1 outgoing connections.Fetch BBC News PageINTEGRATIONHTTPREQUEST1 IN / 1 OUTExtract News Block. integration node, html. 1 incoming and 1 outgoing connections.Extract News BlockINTEGRATIONHTML1 IN / 1 OUTSplit Out. transform node, splitOut. 1 incoming and 1 outgoing connections.Split OutTRANSFORMSPLITOUT1 IN / 1 OUTExtract News Content. integration node, html. 1 incoming and 1 outgoing connections.Extract News ContentINTEGRATIONHTML1 IN / 1 OUTLimit 10 Items. integration node, limit. 1 incoming and 1 outgoing connections.Limit 10 ItemsINTEGRATIONLIMIT1 IN / 1 OUTNews Classifier. ai node, textClassifier. 2 incoming and 1 outgoing connections.News ClassifierAITEXTCLASSIFIER2 IN / 1 OUTFetch BBC News Detail. integration node, httpRequest. 1 incoming and 1 outgoing connections.Fetch BBC News DetailINTEGRATIONHTTPREQUEST1 IN / 1 OUTExtract Detail. integration node, html. 1 incoming and 1 outgoing connections.Extract DetailINTEGRATIONHTML1 IN / 1 OUTFilter Empty Detail. decision node, filter. 1 incoming and 1 outgoing connections.Filter Empty DetailDECISIONFILTER1 IN / 1 OUTGemini. Google AI node, lmChatGoogleGemini. 0 incoming and 2 outgoing connections.GeminiGOOGLE AILMCHATGOOGLEGEMINI0 IN / 2 OUTAggregate. transform node, aggregate. 1 incoming and 1 outgoing connections.AggregateTRANSFORMAGGREGATE1 IN / 1 OUTBasic Podcast LLM Chain. ai node, chainLlm. 3 incoming and 1 outgoing connections.Basic Podcast LLM ChainAICHAINLLM3 IN / 1 OUTOutput Parser. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.Output ParserAIOUTPUTPARSERSTRUCTURED0 IN / 1 OUTIf script exists. decision node, if. 1 incoming and 1 outgoing connections.If script existsDECISIONIF1 IN / 1 OUTHugging Face Text-to-Speech.. integration node, httpRequest. 1 incoming and 0 outgoing connections.Hugging Face Text-to-Spee…INTEGRATIONHTTPREQUEST1 IN / 0 OUT

Signal inspector

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

triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.16 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

8 nodes

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

Split Out

Transform

Extract News Block

Integration

Extract News Content

Integration

Aggregate

Transform

Fetch BBC News Detail

Integration

Extract Detail

Integration

+ 2 more in system map
03

Intelligence & routing

6 nodes

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

Filter Empty Detail

Decision

If script exists

Decision

Basic Podcast LLM Chain

AI reasoning

Gemini

AI reasoning

Output Parser

AI reasoning

News Classifier

AI reasoning

04

Terminal actions

1 node

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

Hugging Face Text-to-Speech.

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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