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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.

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.

18

Nodes

16

Links

2

Run groups

Connected tools

4 integrations

  • OpenAI
  • Qdrant
  • ElevenLabs
  • Google Drive

Canvas controls

Fit wide systems, then zoom into any run group.

AI-Powered Voice Chatbot with Qdrant Integration execution lanes2 run groups containing 18 workflow nodes and 16 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 2 outgoing connections.STARTWhen clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 2 OUTCreate collection. integration node, httpRequest. 1 incoming and 0 outgoing connections.STEP 02Create collectionINTEGRATIONHTTPREQUEST1 IN / 0 OUTRefresh collection. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 02Refresh collectionINTEGRATIONHTTPREQUEST1 IN / 1 OUTGet folder. Google Drive node, googleDrive. 1 incoming and 1 outgoing connections.STEP 03Get folderGOOGLE DRIVEGOOGLEDRIVE1 IN / 1 OUTDownload Files. Google Drive node, googleDrive. 1 incoming and 1 outgoing connections.STEP 04Download FilesGOOGLE DRIVEGOOGLEDRIVE1 IN / 1 OUTQdrant Vector Store1. ai node, vectorStoreQdrant. 3 incoming and 0 outgoing connections.OUTCOMEQdrant Vector Store1AIVECTORSTOREQDRANT3 IN / 0 OUTEmbeddings OpenAI1. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Embeddings OpenAI1OPENAIEMBEDDINGSOPENAI0 IN / 1 OUTDefault Data Loader. ai node, documentDefaultDataLoader. 1 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Default Data LoaderAIDOCUMENTDEFAULTDATALOAD1 IN / 1 OUTToken Splitter. ai node, textSplitterTokenSplitter. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 2Token SplitterAITEXTSPLITTERTOKENSPLITT0 IN / 1 OUTListen. trigger node, webhook. 0 incoming and 1 outgoing connections.STARTListenTRIGGERWEBHOOK0 IN / 1 OUTAI Agent. ai node, agent. 4 incoming and 1 outgoing connections.STEP 02AI AgentAIAGENT4 IN / 1 OUTRespond to ElevenLabs. trigger node, respondToWebhook. 1 incoming and 0 outgoing connections.OUTCOMERespond to ElevenLabsTRIGGERRESPONDTOWEBHOOK1 IN / 0 OUTOpenAI. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAIOPENAILMCHATOPENAI0 IN / 1 OUTWindow Buffer Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Window Buffer MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTVector Store Tool. ai node, toolVectorStore. 2 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Vector Store ToolAITOOLVECTORSTORE2 IN / 1 OUTQdrant Vector Store. ai node, vectorStoreQdrant. 1 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 2Qdrant Vector StoreAIVECTORSTOREQDRANT1 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 2OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTEmbeddings OpenAI. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 3Embeddings OpenAIOPENAIEMBEDDINGSOPENAI0 IN / 1 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.18 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’

5 Execution Links3 Support Dependencies
  1. Start

    When clicking ‘Test workflow’

    Trigger

  2. Step 2

    Create collection

    Integration

    Refresh collection

    Integration

  3. Step 3

    Get folder

    Integration

  4. Step 4

    Download Files

    Integration

  5. Outcome

    Qdrant Vector Store1

    AI reasoning

Attached dependencies

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

3 nodes
  • Embeddings OpenAI1

    AI reasoning dependency

  • Default Data Loader

    AI reasoning dependency

  • Token Splitter

    AI reasoning dependency

02

Run Group

Listen

2 Execution Links6 Support Dependencies
  1. Start

    Listen

    Trigger

  2. Step 2

    AI Agent

    AI reasoning

  3. Outcome

    Respond to ElevenLabs

    Trigger

Attached dependencies

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

6 nodes
  • OpenAI

    AI reasoning dependency

  • Window Buffer Memory

    AI reasoning dependency

  • Vector Store Tool

    AI reasoning dependency

  • Qdrant Vector Store

    AI reasoning dependency

  • OpenAI Chat Model

    AI reasoning dependency

  • Embeddings OpenAI

    AI reasoning dependency

Turn the map into a plan

Adapt this blueprint to your company.

Bring the system shape into a workspace, then define the production controls, data boundaries, owners, and delivery sequence around your context.