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AI-Powered Research Report Automation

AI-Powered Research Report Automation is a 25-node automation blueprint connecting OpenAI, Wikipedia, Google Search. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAIWikipediaGoogle SearchSerpApiGoogle SheetsGmailTelegramGoogle Drive

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.

25

Nodes

23

Links

2

Run groups

Connected tools

8 integrations

  • OpenAI
  • Wikipedia
  • Google Search
  • SerpApi
  • Google Sheets
  • Gmail
  • Telegram
  • Google Drive

Canvas controls

Fit wide systems, then zoom into any run group.

AI-Powered Research Report Automation execution lanes2 run groups containing 25 workflow nodes and 23 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.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.STARTWhen clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTInput Validation. transform node, code. 1 incoming and 1 outgoing connections.STEP 02Input ValidationTRANSFORMCODE1 IN / 1 OUTQuery Refiner. ai node, agent. 3 incoming and 1 outgoing connections.STEP 03Query RefinerAIAGENT3 IN / 1 OUTResearch AI Agent. ai node, agent. 7 incoming and 1 outgoing connections.STEP 04Research AI AgentAIAGENT7 IN / 1 OUTParse Research Output. transform node, code. 1 incoming and 1 outgoing connections.STEP 05Parse Research OutputTRANSFORMCODE1 IN / 1 OUTSplit Out. transform node, splitOut. 1 incoming and 1 outgoing connections.STEP 06Split OutTRANSFORMSPLITOUT1 IN / 1 OUTMerge Split Items. transform node, code. 1 incoming and 1 outgoing connections.STEP 07Merge Split ItemsTRANSFORMCODE1 IN / 1 OUTAggregate. transform node, aggregate. 1 incoming and 2 outgoing connections.STEP 08AggregateTRANSFORMAGGREGATE1 IN / 2 OUTStore Research Metadata. Google Sheets node, googleSheets. 1 incoming and 0 outgoing connections.STEP 09Store Research MetadataGOOGLE SHEETSGOOGLESHEETS1 IN / 0 OUTGenerate PDF HTML. transform node, code. 1 incoming and 1 outgoing connections.STEP 09Generate PDF HTMLTRANSFORMCODE1 IN / 1 OUTConvert HTML to PDF. integration node, httpRequest. 1 incoming and 2 outgoing connections.STEP 10Convert HTML to PDFINTEGRATIONHTTPREQUEST1 IN / 2 OUTSearch Folder. Google Drive node, googleDrive. 1 incoming and 1 outgoing connections.STEP 11Search FolderGOOGLE DRIVEGOOGLEDRIVE1 IN / 1 OUTDownload PDF. integration node, httpRequest. 1 incoming and 2 outgoing connections.STEP 11Download PDFINTEGRATIONHTTPREQUEST1 IN / 2 OUTIf. decision node, if. 1 incoming and 0 outgoing connections.OUTCOMEIfDECISIONIF1 IN / 0 OUTSend PDF. Telegram node, telegram. 1 incoming and 0 outgoing connections.OUTCOMESend PDFTELEGRAMTELEGRAM1 IN / 0 OUTSend Research to Gmail. Gmail node, gmail. 1 incoming and 0 outgoing connections.OUTCOMESend Research to GmailGMAILGMAIL1 IN / 0 OUTOpenAI Chat Model1. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat Model1OPENAILMCHATOPENAI0 IN / 1 OUTStructured Output Parser. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Structured Output ParserAIOUTPUTPARSERSTRUCTURED0 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTSimple Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Simple MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTSearch News. ai node, toolHttpRequest. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Search NewsAITOOLHTTPREQUEST0 IN / 1 OUTWikipedia. ai node, toolHttpRequest. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1WikipediaAITOOLHTTPREQUEST0 IN / 1 OUTGoogle Search Web. ai node, toolHttpRequest. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Google Search WebAITOOLHTTPREQUEST0 IN / 1 OUTSerpApi. ai node, toolHttpRequest. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1SerpApiAITOOLHTTPREQUEST0 IN / 1 OUTExecuted by Main AI Agent. trigger node, executeWorkflowTrigger. 0 incoming and 0 outgoing connections.CORE RUNTIMEExecuted by Main AI AgentTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 0 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.25 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

When clicking ‘Test workflow’

15 Execution Links8 Support Dependencies

  1. Start

    When clicking ‘Test workflow’

    Trigger

  2. Step 2

    Input Validation

    Transform

  3. Step 3

    Query Refiner

    AI reasoning

  4. Step 4

    Research AI Agent

    AI reasoning

  5. Step 5

    Parse Research Output

    Transform

  6. Step 6

    Split Out

    Transform

  7. Step 7

    Merge Split Items

    Transform

  8. Step 8

    Aggregate

    Transform

  9. Step 9

    Store Research Metadata

    Integration

    Generate PDF HTML

    Transform

  10. Step 10

    Convert HTML to PDF

    Integration

  11. Step 11

    Search Folder

    Integration

    Download PDF

    Integration

  12. Outcome

    If

    Decision

    Send PDF

    Integration

    Send Research to Gmail

    Integration

Attached dependencies

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

8 nodes

  • OpenAI Chat Model

    AI reasoning dependency

  • Simple Memory

    AI reasoning dependency

  • Search News

    AI reasoning dependency

  • Wikipedia

    AI reasoning dependency

  • Google Search Web

    AI reasoning dependency

  • SerpApi

    AI reasoning dependency

  • OpenAI Chat Model1

    AI reasoning dependency

  • Structured Output Parser

    AI reasoning dependency

02

Run Group

Executed by Main AI Agent

0 Execution Links

  1. Core Runtime

    Executed by Main AI Agent

    Trigger

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