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Slack AI Chatbot with RAG Workflow

Slack AI Chatbot with RAG Workflow is a 17-node automation blueprint connecting OpenAI, Slack, Anthropic. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAISlackAnthropicQdrantGoogle 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.

17

Nodes

15

Edges

5

Zones

System stack

5 integrations

  • OpenAI
  • Slack
  • Anthropic
  • Qdrant
  • Google Drive
Slack AI Chatbot with RAG Workflow interactive execution graphStructural view of 17 workflow nodes and 15 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 OUTGet message. Slack node, slackTrigger. 0 incoming and 1 outgoing connections.Get messageSLACKSLACKTRIGGER0 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 OUTAI Agent. ai node, agent. 5 incoming and 1 outgoing connections.AI AgentAIAGENT5 IN / 1 OUTAnthropic Chat Model. Anthropic node, lmChatAnthropic. 0 incoming and 1 outgoing connections.Anthropic Chat ModelANTHROPICLMCHATANTHROPIC0 IN / 1 OUTGet folder. Google Drive node, googleDrive. 1 incoming and 1 outgoing connections.Get folderGOOGLE DRIVEGOOGLEDRIVE1 IN / 1 OUTSimple Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.Simple MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTCalculator. ai node, toolCalculator. 0 incoming and 1 outgoing connections.CalculatorAITOOLCALCULATOR0 IN / 1 OUTDownload Files. Google Drive node, googleDrive. 1 incoming and 1 outgoing connections.Download FilesGOOGLE DRIVEGOOGLEDRIVE1 IN / 1 OUTSend message. Slack node, slack. 1 incoming and 0 outgoing connections.Send messageSLACKSLACK1 IN / 0 OUTRAG. ai node, vectorStoreQdrant. 1 incoming and 1 outgoing connections.RAGAIVECTORSTOREQDRANT1 IN / 1 OUTEmbeddings OpenAI1. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.Embeddings OpenAI1OPENAIEMBEDDINGSOPENAI0 IN / 1 OUTQdrant Vector Store1. ai node, vectorStoreQdrant. 3 incoming and 0 outgoing connections.Qdrant Vector Store1AIVECTORSTOREQDRANT3 IN / 0 OUTDefault Data Loader. ai node, documentDefaultDataLoader. 1 incoming and 1 outgoing connections.Default Data LoaderAIDOCUMENTDEFAULTDATALOAD1 IN / 1 OUTEmbeddings OpenAI2. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.Embeddings OpenAI2OPENAIEMBEDDINGSOPENAI0 IN / 1 OUTToken Splitter. ai node, textSplitterTokenSplitter. 0 incoming and 1 outgoing connections.Token SplitterAITEXTSPLITTERTOKENSPLITT0 IN / 1 OUT

Signal inspector

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Scroll horizontally to inspect every zone.verified structural metadata · graph b7441544d9fdc25dEnter 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

2 nodes

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

Get message

Trigger

When clicking ‘Test workflow’

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

10 nodes

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

AI Agent

AI reasoning

Simple Memory

AI reasoning

Embeddings OpenAI1

AI reasoning

RAG

AI reasoning

Calculator

AI reasoning

Default Data Loader

AI reasoning

+ 4 more in system map
04

Terminal actions

2 nodes

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

Send message

Integration

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
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