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AI-Powered Voice Chatbot with Qdrant Integration

AI-Powered Voice Chatbot with Qdrant Integration is a 18-node automation blueprint connecting OpenAI, Qdrant, ElevenLabs. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAIQdrantElevenLabsGoogle Drive

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.

18

Nodes

16

Edges

6

Zones

System stack

4 integrations

  • OpenAI
  • Qdrant
  • ElevenLabs
  • Google Drive
AI-Powered Voice Chatbot with Qdrant Integration interactive execution graphStructural view of 18 workflow nodes and 16 visible connections. Focus any node to inspect its connected path. Parameters and credentials are intentionally excluded.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 2 outgoing connections.When clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 2 OUTListen. trigger node, webhook. 0 incoming and 1 outgoing connections.ListenTRIGGERWEBHOOK0 IN / 1 OUTCreate collection. integration node, httpRequest. 1 incoming and 0 outgoing connections.Create collectionINTEGRATIONHTTPREQUEST1 IN / 0 OUTRefresh collection. integration node, httpRequest. 1 incoming and 1 outgoing connections.Refresh collectionINTEGRATIONHTTPREQUEST1 IN / 1 OUTGet folder. Google Drive node, googleDrive. 1 incoming and 1 outgoing connections.Get folderGOOGLE DRIVEGOOGLEDRIVE1 IN / 1 OUTOpenAI. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAIOPENAILMCHATOPENAI0 IN / 1 OUTDownload Files. Google Drive node, googleDrive. 1 incoming and 1 outgoing connections.Download FilesGOOGLE DRIVEGOOGLEDRIVE1 IN / 1 OUTAI Agent. ai node, agent. 4 incoming and 1 outgoing connections.AI AgentAIAGENT4 IN / 1 OUTWindow Buffer Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.Window Buffer MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTQdrant Vector Store. ai node, vectorStoreQdrant. 1 incoming and 1 outgoing connections.Qdrant Vector StoreAIVECTORSTOREQDRANT1 IN / 1 OUTEmbeddings OpenAI. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.Embeddings OpenAIOPENAIEMBEDDINGSOPENAI0 IN / 1 OUTVector Store Tool. ai node, toolVectorStore. 2 incoming and 1 outgoing connections.Vector Store ToolAITOOLVECTORSTORE2 IN / 1 OUTQdrant Vector Store1. ai node, vectorStoreQdrant. 3 incoming and 0 outgoing connections.Qdrant Vector Store1AIVECTORSTOREQDRANT3 IN / 0 OUTEmbeddings OpenAI1. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.Embeddings OpenAI1OPENAIEMBEDDINGSOPENAI0 IN / 1 OUTDefault Data Loader. ai node, documentDefaultDataLoader. 1 incoming and 1 outgoing connections.Default Data LoaderAIDOCUMENTDEFAULTDATALOAD1 IN / 1 OUTToken Splitter. ai node, textSplitterTokenSplitter. 0 incoming and 1 outgoing connections.Token SplitterAITEXTSPLITTERTOKENSPLITT0 IN / 1 OUTRespond to ElevenLabs. trigger node, respondToWebhook. 1 incoming and 0 outgoing connections.Respond to ElevenLabsTRIGGERRESPONDTOWEBHOOK1 IN / 0 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUT

Signal inspector

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

triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.verified structural metadata · graph 48ab7d634ab15bcdEnter 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

Respond to ElevenLabs

Trigger

Listen

Trigger

02

Data & operations

3 nodes

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

Refresh collection

Integration

Get folder

Integration

Download Files

Integration

03

Intelligence & routing

11 nodes

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

AI Agent

AI reasoning

Vector Store Tool

AI reasoning

Qdrant Vector Store

AI reasoning

Embeddings OpenAI

AI reasoning

Default Data Loader

AI reasoning

Token Splitter

AI reasoning

+ 5 more in system map
04

Terminal actions

1 node

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

Create collection

Integration

Provenance boundary

Inspectable does not mean redistributable.

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
Follow

Adjacent systems

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Related records are ranked by shared integrations and graph quality.

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