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FlowHub
FluxonLab
Google Sheets
Document AI & Extractionfree

Generate Structured Summary & Q&a from Documents Automatically

by Rahul JoshiUpdated Aug 2026
RequiresGoogle SheetsGoogle SheetsSlack
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WeReceive Document Upload via WebhookReceive Documen…IfCheck If Uploaded File Is PDFCheck If Upload…EFExtract Text from PDF FileExtract Text fr…IfCheck If Uploaded File Is TXTCheck If Upload…EFExtract Text from TXT FileExtract Text fr…AgGenerate Summary & Q&A Using AIGenerate Summar…OPParse AI Summary and Q&A into Structured JSONParse AI Summar…Provide LLM Engine for Document AnalysisProvide LLM Eng…MBStore AI Memory for Document Analysis SessionStore AI Memory…IfValidate AI Output Before ProcessingValidate AI Out…Log Invalid AI Output to Google SheetLog Invalid AI …CoUnwrap AI Output ObjectUnwrap AI Outpu…CoPrepare Final Response PayloadPrepare Final R…RTSend Final Summary & Q&A Response to WebhookSend Final Summ…Send Summary Preview to SlackSend Summary Pr…123456789101112131415
1/5
STEPS · 15
Starts on an incoming request

On a webhook, extracts document text and an OpenAI agent generates a structured summary and Q&A, saving to Google Sheets and notifying Slack.

Tags

webhookcomplexGoogle SheetsSlackDocument ExtractionAI Summarizationdiscoveredpending-review
Connects
sheetsGoogle SheetsSlack
CategoryDocument AI & Extraction
Triggerwebhook
Complexitycomplex
Nodes15
AddedJun 27, 2026