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Survey Insights Automation Workflow

Survey Insights Automation Workflow is a 30-node automation blueprint connecting OpenAI, Google Sheets, Qdrant. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAIGoogle SheetsQdrant

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.

30

Nodes

30

Links

2

Flows

Connected tools

3 integrations

  • OpenAI
  • Google Sheets
  • Qdrant
Survey Insights Automation Workflow execution lanes2 connected flows containing 30 workflow nodes and 30 visible links. Solid lines are execution links and dashed lines are support dependencies. Focus any node to inspect its immediate path.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.When clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTEmbeddings OpenAI. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.Embeddings OpenAIOPENAIEMBEDDINGSOPENAI0 IN / 1 OUTRecursive Character Text Splitter. ai node, textSplitterRecursiveCharacterTextSplitter. 0 incoming and 1 outgoing connections.Recursive Character Text …AITEXTSPLITTERRECURSIVECH0 IN / 1 OUTGet Survey Results. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.Get Survey ResultsGOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUTDefault Data Loader. ai node, documentDefaultDataLoader. 1 incoming and 1 outgoing connections.Default Data LoaderAIDOCUMENTDEFAULTDATALOAD1 IN / 1 OUTConvert to Question Answer Pairs. transform node, set. 1 incoming and 1 outgoing connections.Convert to Question Answe…TRANSFORMSET1 IN / 1 OUTQA Pairs to List. transform node, splitOut. 1 incoming and 1 outgoing connections.QA Pairs to ListTRANSFORMSPLITOUT1 IN / 1 OUTQdrant Vector Store. ai node, vectorStoreQdrant. 3 incoming and 1 outgoing connections.Qdrant Vector StoreAIVECTORSTOREQDRANT3 IN / 1 OUTPrep Values For Trigger. transform node, set. 1 incoming and 1 outgoing connections.Prep Values For TriggerTRANSFORMSET1 IN / 1 OUTTrigger Insights. integration node, executeWorkflow. 1 incoming and 0 outgoing connections.Trigger InsightsINTEGRATIONEXECUTEWORKFLOW1 IN / 0 OUTExecute Workflow Trigger. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.Execute Workflow TriggerTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTGet Sheet Details. integration node, httpRequest. 1 incoming and 1 outgoing connections.Get Sheet DetailsINTEGRATIONHTTPREQUEST1 IN / 1 OUTSet Variables. transform node, set. 1 incoming and 1 outgoing connections.Set VariablesTRANSFORMSET1 IN / 1 OUTCreate Insights Sheet. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.Create Insights SheetGOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUTGet Survey Headers. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.Get Survey HeadersGOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUTExtract Questions. transform node, set. 1 incoming and 1 outgoing connections.Extract QuestionsTRANSFORMSET1 IN / 1 OUTQuestions to List. transform node, splitOut. 1 incoming and 1 outgoing connections.Questions to ListTRANSFORMSPLITOUT1 IN / 1 OUTFor Each Question.... integration node, splitInBatches. 3 incoming and 1 outgoing connections.For Each Question...INTEGRATIONSPLITINBATCHES3 IN / 1 OUTFind All Answers. integration node, httpRequest. 1 incoming and 1 outgoing connections.Find All AnswersINTEGRATIONHTTPREQUEST1 IN / 1 OUTApply K-means Clustering Algorithm. transform node, code. 1 incoming and 1 outgoing connections.Apply K-means Clustering …TRANSFORMCODE1 IN / 1 OUTHas Clusters?. decision node, if. 1 incoming and 2 outgoing connections.Has Clusters?DECISIONIF1 IN / 2 OUTClusters To List. transform node, splitOut. 1 incoming and 1 outgoing connections.Clusters To ListTRANSFORMSPLITOUT1 IN / 1 OUTOnly Clusters With 3+ points. decision node, filter. 1 incoming and 1 outgoing connections.Only Clusters With 3+ poi…DECISIONFILTER1 IN / 1 OUTPrep Values For Export. transform node, set. 1 incoming and 1 outgoing connections.Prep Values For ExportTRANSFORMSET1 IN / 1 OUTExport To Sheets1. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.Export To Sheets1GOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUTGet Payload of Points. integration node, httpRequest. 1 incoming and 1 outgoing connections.Get Payload of PointsINTEGRATIONHTTPREQUEST1 IN / 1 OUTSurvey Insights Agent. ai node, informationExtractor. 2 incoming and 1 outgoing connections.Survey Insights AgentAIINFORMATIONEXTRACTOR2 IN / 1 OUTPrep Output For Export. transform node, set. 1 incoming and 1 outgoing connections.Prep Output For ExportTRANSFORMSET1 IN / 1 OUTExport To Sheets. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.Export To SheetsGOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUT

Signal inspector

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

Execution linkSupport dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.30 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

When clicking ‘Test workflow’

6 Execution Links3 Support Dependencies

  1. Start

    When clicking ‘Test workflow’

    Trigger

    Embeddings OpenAI

    AI reasoning

    Recursive Character Text Splitter

    AI reasoning

  2. Step 2

    Get Survey Results

    Integration

    Default Data Loader

    AI reasoning

  3. Step 3

    Convert to Question Answer Pairs

    Transform

  4. Step 4

    QA Pairs to List

    Transform

  5. Step 5

    Qdrant Vector Store

    AI reasoning

  6. Step 6

    Prep Values For Trigger

    Transform

  7. Outcome

    Trigger Insights

    Integration

02

Connected Flow

Execute Workflow Trigger

20 Execution Links1 Support Dependency

  1. Start

    Execute Workflow Trigger

    Trigger

    OpenAI Chat Model

    AI reasoning

  2. Step 2

    Get Sheet Details

    Integration

  3. Step 3

    Set Variables

    Transform

  4. Step 4

    Create Insights Sheet

    Integration

  5. Step 5

    Get Survey Headers

    Integration

  6. Step 6

    Extract Questions

    Transform

  7. Step 7

    Questions to List

    Transform

  8. Step 8

    For Each Question...

    Integration

  9. Step 9

    Find All Answers

    Integration

  10. Step 10

    Apply K-means Clustering Algorithm

    Transform

  11. Step 11

    Has Clusters?

    Decision

  12. Step 12

    Clusters To List

    Transform

  13. Step 13

    Only Clusters With 3+ points

    Decision

  14. Step 14

    Prep Values For Export

    Transform

  15. Step 15

    Export To Sheets1

    Integration

  16. Step 16

    Get Payload of Points

    Integration

  17. Step 17

    Survey Insights Agent

    AI reasoning

  18. Step 18

    Prep Output For Export

    Transform

  19. Outcome

    Export To Sheets

    Integration

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