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Automated Research Workflow with AI & Notion

Automated Research Workflow with AI & Notion is a 64-node automation blueprint connecting OpenAI, Notion, Google Gemini. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAINotionGoogle Gemini

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.

64

Nodes

68

Links

5

Run groups

Connected tools

3 integrations

  • OpenAI
  • Notion
  • Google AI

Canvas controls

Fit wide systems, then zoom into any run group.

Automated Research Workflow with AI & Notion execution lanes5 run groups containing 32 workflow nodes and 20 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.Set Variables. transform node, set. 0 incoming and 1 outgoing connections.STARTSet VariablesTRANSFORMSET0 IN / 1 OUTClarifying Questions. ai node, chainLlm. 3 incoming and 1 outgoing connections.STEP 02Clarifying QuestionsAICHAINLLM3 IN / 1 OUTFeedback to Items. transform node, splitOut. 1 incoming and 1 outgoing connections.STEP 03Feedback to ItemsTRANSFORMSPLITOUT1 IN / 1 OUTFor Each Question.... integration node, splitInBatches. 2 incoming and 2 outgoing connections.STEP 04For Each Question...INTEGRATIONSPLITINBATCHES2 IN / 2 OUTGet Initial Query. transform node, set. 1 incoming and 0 outgoing connections.STEP 05Get Initial QueryTRANSFORMSET1 IN / 0 OUTAsk Clarity Questions. integration node, form. 1 incoming and 1 outgoing connections.OUTCOMEAsk Clarity QuestionsINTEGRATIONFORM1 IN / 1 OUTOpenAI Chat Model2. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat Model2OPENAILMCHATOPENAI0 IN / 1 OUTStructured Output Parser1. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Structured Output Parser1AIOUTPUTPARSERSTRUCTURED0 IN / 1 OUTOn form submission. trigger node, formTrigger. 0 incoming and 0 outgoing connections.CORE RUNTIMEOn form submissionTRIGGERFORMTRIGGER0 IN / 0 OUTEnd Form. integration node, form. 0 incoming and 0 outgoing connections.CORE RUNTIMEEnd FormINTEGRATIONFORM0 IN / 0 OUTOpenAI Chat Model4. OpenAI node, lmChatOpenAi. 0 incoming and 0 outgoing connections.CORE RUNTIMEOpenAI Chat Model4OPENAILMCHATOPENAI0 IN / 0 OUTStructured Output Parser4. ai node, outputParserStructured. 0 incoming and 0 outgoing connections.CORE RUNTIMEStructured Output Parser4AIOUTPUTPARSERSTRUCTURED0 IN / 0 OUTSet Initial Query. transform node, set. 0 incoming and 0 outgoing connections.CORE RUNTIMESet Initial QueryTRANSFORMSET0 IN / 0 OUTAccumulate Results. transform node, set. 0 incoming and 0 outgoing connections.CORE RUNTIMEAccumulate ResultsTRANSFORMSET0 IN / 0 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 0 outgoing connections.CORE RUNTIMEOpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 0 OUTStructured Output Parser. ai node, outputParserStructured. 0 incoming and 0 outgoing connections.CORE RUNTIMEStructured Output ParserAIOUTPUTPARSERSTRUCTURED0 IN / 0 OUTOpenAI Chat Model1. OpenAI node, lmChatOpenAi. 0 incoming and 0 outgoing connections.CORE RUNTIMEOpenAI Chat Model1OPENAILMCHATOPENAI0 IN / 0 OUTCreate Row. Notion node, notion. 0 incoming and 1 outgoing connections.STARTCreate RowNOTIONNOTION0 IN / 1 OUTInitiate DeepResearch. integration node, executeWorkflow. 1 incoming and 0 outgoing connections.OUTCOMEInitiate DeepResearchINTEGRATIONEXECUTEWORKFLOW1 IN / 0 OUTDeepResearch Results. transform node, set. 0 incoming and 1 outgoing connections.STARTDeepResearch ResultsTRANSFORMSET0 IN / 1 OUTResults to Items. transform node, splitOut. 1 incoming and 1 outgoing connections.STEP 02Results to ItemsTRANSFORMSPLITOUT1 IN / 1 OUTSet Next Queries. transform node, set. 1 incoming and 0 outgoing connections.OUTCOMESet Next QueriesTRANSFORMSET1 IN / 0 OUTDeepResearch Subworkflow. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.STARTDeepResearch SubworkflowTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTResearch Goal + Learnings. transform node, set. 0 incoming and 1 outgoing connections.STARTResearch Goal + LearningsTRANSFORMSET0 IN / 1 OUTExecution Data. integration node, executionData. 1 incoming and 1 outgoing connections.STEP 02Execution DataINTEGRATIONEXECUTIONDATA1 IN / 1 OUTJobType Router. decision node, switch. 1 incoming and 1 outgoing connections.STEP 03JobType RouterDECISIONSWITCH1 IN / 1 OUTGenerate SERP Queries. ai node, chainLlm. 3 incoming and 1 outgoing connections.STEP 04Generate SERP QueriesAICHAINLLM3 IN / 1 OUTSERP to Items. transform node, splitOut. 1 incoming and 1 outgoing connections.STEP 05SERP to ItemsTRANSFORMSPLITOUT1 IN / 1 OUTFor Each Query.... integration node, splitInBatches. 2 incoming and 1 outgoing connections.STEP 06For Each Query...INTEGRATIONSPLITINBATCHES2 IN / 1 OUTItem Ref. integration node, noOp. 1 incoming and 0 outgoing connections.OUTCOMEItem RefINTEGRATIONNOOP1 IN / 0 OUTOpenAI Chat Model3. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat Model3OPENAILMCHATOPENAI0 IN / 1 OUTStructured Output Parser2. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Structured Output Parser2AIOUTPUTPARSERSTRUCTURED0 IN / 1 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.Showing 32 of 64 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

Set Variables

6 Execution Links2 Support Dependencies

  1. Start

    Set Variables

    Transform

  2. Step 2

    Clarifying Questions

    AI reasoning

  3. Step 3

    Feedback to Items

    Transform

  4. Step 4

    For Each Question...

    Integration

  5. Step 5

    Get Initial Query

    Transform

  6. Outcome

    Ask Clarity Questions

    Integration

Attached dependencies

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

2 nodes

  • OpenAI Chat Model2

    AI reasoning dependency

  • Structured Output Parser1

    AI reasoning dependency

02

Run Group

Standalone nodes

0 Execution Links

  1. Core Runtime

    On form submission

    Trigger

    End Form

    Integration

    OpenAI Chat Model4

    AI reasoning

    Structured Output Parser4

    AI reasoning

    Set Initial Query

    Transform

    Accumulate Results

    Transform

    OpenAI Chat Model

    AI reasoning

    Structured Output Parser

    AI reasoning

    OpenAI Chat Model1

    AI reasoning

03

Run Group

Create Row

1 Execution Link

  1. Start

    Create Row

    Integration

  2. Outcome

    Initiate DeepResearch

    Integration

04

Run Group

DeepResearch Results

2 Execution Links

  1. Start

    DeepResearch Results

    Transform

  2. Step 2

    Results to Items

    Transform

  3. Outcome

    Set Next Queries

    Transform

05

Run Group

DeepResearch Subworkflow

7 Execution Links2 Support Dependencies

  1. Start

    DeepResearch Subworkflow

    Trigger

    Research Goal + Learnings

    Transform

  2. Step 2

    Execution Data

    Integration

  3. Step 3

    JobType Router

    Decision

  4. Step 4

    Generate SERP Queries

    AI reasoning

  5. Step 5

    SERP to Items

    Transform

  6. Step 6

    For Each Query...

    Integration

  7. Outcome

    Item Ref

    Integration

Attached dependencies

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

2 nodes

  • OpenAI Chat Model3

    AI reasoning dependency

  • Structured Output Parser2

    AI reasoning dependency

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