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Movie Recommendation Chatbot Workflow

Movie Recommendation Chatbot Workflow is a 25-node automation blueprint connecting GitHub, OpenAI, Qdrant. Inspect its trigger, execution graph, branches, and implementation requirements.

GitHubOpenAIQdrant

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.

25

Nodes

24

Edges

6

Zones

System stack

3 integrations

  • GitHub
  • OpenAI
  • Qdrant
Movie Recommendation Chatbot Workflow interactive execution graphStructural view of 25 workflow nodes and 24 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 1 outgoing connections.When clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTGitHub. GitHub node, github. 1 incoming and 1 outgoing connections.GitHubGITHUBGITHUB1 IN / 1 OUTExtract from File. integration node, extractFromFile. 1 incoming and 1 outgoing connections.Extract from FileINTEGRATIONEXTRACTFROMFILE1 IN / 1 OUTWhen chat message received. trigger node, chatTrigger. 0 incoming and 1 outgoing connections.When chat message receivedTRIGGERCHATTRIGGER0 IN / 1 OUTAI Agent. ai node, agent. 4 incoming and 0 outgoing connections.AI AgentAIAGENT4 IN / 0 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTWindow Buffer Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.Window Buffer MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTCall n8n Workflow Tool. ai node, toolWorkflow. 0 incoming and 1 outgoing connections.Call n8n Workflow ToolAITOOLWORKFLOW0 IN / 1 OUTQdrant Vector Store. ai node, vectorStoreQdrant. 3 incoming and 0 outgoing connections.Qdrant Vector StoreAIVECTORSTOREQDRANT3 IN / 0 OUTEmbeddings OpenAI. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.Embeddings OpenAIOPENAIEMBEDDINGSOPENAI0 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 OUTEmbedding Recommendation Request with Open AI. OpenAI node, httpRequest. 1 incoming and 1 outgoing connections.Embedding Recommendation …OPENAIHTTPREQUEST1 IN / 1 OUTExecute Workflow Trigger. trigger node, executeWorkflowTrigger. 0 incoming and 2 outgoing connections.Execute Workflow TriggerTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 2 OUTEmbedding Anti-Recommendation Request with Open AI. OpenAI node, httpRequest. 1 incoming and 1 outgoing connections.Embedding Anti-Recommenda…OPENAIHTTPREQUEST1 IN / 1 OUTExtracting Embedding. transform node, set. 1 incoming and 1 outgoing connections.Extracting EmbeddingTRANSFORMSET1 IN / 1 OUTExtracting Embedding1. transform node, set. 1 incoming and 1 outgoing connections.Extracting Embedding1TRANSFORMSET1 IN / 1 OUTMerge. decision node, merge. 2 incoming and 1 outgoing connections.MergeDECISIONMERGE2 IN / 1 OUTCalling Qdrant Recommendation API. integration node, httpRequest. 1 incoming and 2 outgoing connections.Calling Qdrant Recommenda…INTEGRATIONHTTPREQUEST1 IN / 2 OUTSplit Out1. transform node, splitOut. 1 incoming and 1 outgoing connections.Split Out1TRANSFORMSPLITOUT1 IN / 1 OUTRetrieving Recommended Movies Meta Data. integration node, httpRequest. 1 incoming and 1 outgoing connections.Retrieving Recommended Mo…INTEGRATIONHTTPREQUEST1 IN / 1 OUTSplit Out. transform node, splitOut. 1 incoming and 1 outgoing connections.Split OutTRANSFORMSPLITOUT1 IN / 1 OUTMerge1. decision node, merge. 2 incoming and 1 outgoing connections.Merge1DECISIONMERGE2 IN / 1 OUTSelecting Fields Relevant for Agent. transform node, set. 1 incoming and 1 outgoing connections.Selecting Fields Relevant…TRANSFORMSET1 IN / 1 OUTAggregate. transform node, aggregate. 1 incoming and 0 outgoing connections.AggregateTRANSFORMAGGREGATE1 IN / 0 OUT

Signal inspector

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triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.verified structural metadata · graph bdf64b21db87bc92Enter 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

When chat message received

Trigger

Execute Workflow Trigger

Trigger

02

Data & operations

11 nodes

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

GitHub

Integration

Extract from File

Integration

Split Out

Transform

Split Out1

Transform

Embedding Recommendation Request with Open AI

Integration

Embedding Anti-Recommendation Request with Open AI

Integration

+ 5 more in system map
03

Intelligence & routing

10 nodes

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

Embeddings OpenAI

AI reasoning

Default Data Loader

AI reasoning

Token Splitter

AI reasoning

Qdrant Vector Store

AI reasoning

OpenAI Chat Model

AI reasoning

Call n8n Workflow Tool

AI reasoning

+ 4 more in system map
04

Terminal actions

1 node

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

Aggregate

Transform

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
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Adjacent systems

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