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AI-Driven Document Analysis & Response

AI-Driven Document Analysis & Response is a 35-node automation blueprint connecting Google Drive, OpenAI, Qdrant. Inspect its trigger, execution graph, branches, and implementation requirements.

Google DriveOpenAIQdrantTelegram

Live system map / verified archive

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.

35

Nodes

35

Edges

6

Zones

System stack

4 integrations

  • Google Drive
  • OpenAI
  • Qdrant
  • Telegram
AI-Driven Document Analysis & Response interactive execution graphStructural view of 32 workflow nodes and 32 visible connections. Focus any node to inspect its connected path. Parameters and credentials are intentionally excluded.When chat message received. trigger node, chatTrigger. 0 incoming and 1 outgoing connections.When chat message receivedTRIGGERCHATTRIGGER0 IN / 1 OUTWhen clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.When clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTGoogle Folder ID. transform node, set. 2 incoming and 1 outgoing connections.Google Folder IDTRANSFORMSET2 IN / 1 OUTWebhook. trigger node, webhook. 0 incoming and 1 outgoing connections.WebhookTRIGGERWEBHOOK0 IN / 1 OUTConfirm Qdrant Delete Points. Telegram node, telegram. 1 incoming and 1 outgoing connections.Confirm Qdrant Delete Poi…TELEGRAMTELEGRAM1 IN / 1 OUTIf. decision node, if. 1 incoming and 2 outgoing connections.IfDECISIONIF1 IN / 2 OUTAI Agent. ai node, agent. 3 incoming and 2 outgoing connections.AI AgentAIAGENT3 IN / 2 OUTGoogle Gemini Chat Model1. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.Google Gemini Chat Model1GOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTWindow Buffer Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.Window Buffer MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTFind File Ids in Google Drive Folder. Google Drive node, googleDrive. 1 incoming and 3 outgoing connections.Find File Ids in Google D…GOOGLE DRIVEGOOGLEDRIVE1 IN / 3 OUTQdrant Collection Name. transform node, set. 1 incoming and 1 outgoing connections.Qdrant Collection NameTRANSFORMSET1 IN / 1 OUTFile Id List. transform node, summarize. 1 incoming and 1 outgoing connections.File Id ListTRANSFORMSUMMARIZE1 IN / 1 OUTDelete Qdrant Points by File ID. ai node, code. 2 incoming and 1 outgoing connections.Delete Qdrant Points by F…AICODE2 IN / 1 OUTSend Declined Message. Telegram node, telegram. 1 incoming and 0 outgoing connections.Send Declined MessageTELEGRAMTELEGRAM1 IN / 0 OUTtext-embeddings-3-large1. OpenAI node, embeddingsOpenAi. 0 incoming and 0 outgoing connections.text-embeddings-3-large1OPENAIEMBEDDINGSOPENAI0 IN / 0 OUTMerge2. decision node, merge. 2 incoming and 1 outgoing connections.Merge2DECISIONMERGE2 IN / 1 OUTMerge1. decision node, merge. 2 incoming and 1 outgoing connections.Merge1DECISIONMERGE2 IN / 1 OUTgpt-4o-mini1. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.gpt-4o-mini1OPENAILMCHATOPENAI0 IN / 1 OUTUpdate Chat History. Google Docs node, googleDocs. 1 incoming and 0 outgoing connections.Update Chat HistoryGOOGLE DOCSGOOGLEDOCS1 IN / 0 OUTRespond to User. transform node, set. 1 incoming and 0 outgoing connections.Respond to UserTRANSFORMSET1 IN / 0 OUTGoogle Drive. Google Drive node, googleDrive. 0 incoming and 0 outgoing connections.Google DriveGOOGLE DRIVEGOOGLEDRIVE0 IN / 0 OUTLoop Over Items. integration node, splitInBatches. 2 incoming and 1 outgoing connections.Loop Over ItemsINTEGRATIONSPLITINBATCHES2 IN / 1 OUTDownload File From Google Drive. Google Drive node, googleDrive. 1 incoming and 2 outgoing connections.Download File From Google…GOOGLE DRIVEGOOGLEDRIVE1 IN / 2 OUTQdrant Vector Store. ai node, vectorStoreQdrant. 3 incoming and 1 outgoing connections.Qdrant Vector StoreAIVECTORSTOREQDRANT3 IN / 1 OUTtext-embeddings-3-large. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.text-embeddings-3-largeOPENAIEMBEDDINGSOPENAI0 IN / 1 OUTData Loader. ai node, documentDefaultDataLoader. 1 incoming and 1 outgoing connections.Data LoaderAIDOCUMENTDEFAULTDATALOAD1 IN / 1 OUTToken Splitter. ai node, textSplitterTokenSplitter. 0 incoming and 1 outgoing connections.Token SplitterAITEXTSPLITTERTOKENSPLITT0 IN / 1 OUTGet File Contents. integration node, extractFromFile. 1 incoming and 1 outgoing connections.Get File ContentsINTEGRATIONEXTRACTFROMFILE1 IN / 1 OUTExtract Meta Data. ai node, informationExtractor. 2 incoming and 1 outgoing connections.Extract Meta DataAIINFORMATIONEXTRACTOR2 IN / 1 OUTGoogle Gemini Chat Model. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.Google Gemini Chat ModelGOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTMerge. decision node, merge. 2 incoming and 1 outgoing connections.MergeDECISIONMERGE2 IN / 1 OUTWait. integration node, wait. 1 incoming and 1 outgoing connections.WaitINTEGRATIONWAIT1 IN / 1 OUT

Signal inspector

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triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.Showing 32 of 35 operational nodes · verified structural metadata · graph 2ee0039845f75865Enter or click to lock · Escape to clear

Structured review

Read the workflow as a system, not a node dump.

The archived graph is grouped into operational zones, then checked against the controls needed to adapt the pattern safely. Every count below is derived from the normalized record.

01

Entry signals

3 nodes

Events, schedules, and unconnected roots that can start an execution.

When clicking ‘Test workflow’

Trigger

Webhook

Trigger

When chat message received

Trigger

02

Data & operations

9 nodes

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

Loop Over Items

Integration

Wait

Integration

Get File Contents

Integration

Download File From Google Drive

Integration

Find File Ids in Google Drive Folder

Integration

Google Folder ID

Transform

+ 3 more in system map
03

Intelligence & routing

16 nodes

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

Data Loader

AI reasoning

Token Splitter

AI reasoning

Qdrant Vector Store

AI reasoning

Google Gemini Chat Model

AI reasoning

Merge

Decision

Extract Meta Data

AI reasoning

+ 10 more in system map
04

Terminal actions

4 nodes

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

Send Declined Message

Integration

Google Drive

Integration

Respond to User

Transform

Update Chat History

Integration

Provenance boundary

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This page publishes structural metadata extracted from a local workflow archive. Parameters, credential references, code bodies, and downloadable JSON are excluded. The route can enter indexing only after a graph match and quality gate; source licensing remains a separate promotion gate.

Graph match
prefix
Quality score
13 / 14
Raw download
Held
Crawler state
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