(5/5)

Slack AI Chatbot with RAG for company staff

Automated workflow: Slack AI Chatbot with RAG for company staff. This workflow integrates 15 different services: stickyNote, httpRequest, textSplitterTokenSplitter, vectorStoreQdrant, slackTrigger. It contains 31 nodes and follows best practices for error handling and security.

Integrations Used (3)

Slack

HTTP Request

Google Drive

Workflow Structure (17 nodes)

100%

Manual Trigger

When clicking ‘Test workflow’

Http Request

Create collection

Http Request

Refresh collection

Google Drive

Get folder

Google Drive

Download Files

No Op

Qdrant Vector Store1

No Op

Embeddings OpenAI2

No Op

Token Splitter

No Op

Default Data Loader

Slack Trigger

Get message

No Op

Anthropic Chat Model

No Op

AI Agent

No Op

Simple Memory

No Op

Calculator

No Op

Embeddings OpenAI1

No Op

RAG

Slack

Send message

Node Types:

default

trigger

action

http

Requires credentials

Prerequisites

Required Credentials (6)

Anthropic

Used by: Anthropic Chat Model

Docs

Google Drive

Used by: Get folder, Download Files

Docs

HTTP Header Auth

Used by: Create collection, Refresh collection

Docs

OpenAI

Used by: Embeddings OpenAI1

Docs

Qdrant

Used by: RAG, Qdrant Vector Store1

Docs

Slack

Used by: Get message, Send message

Docs

Multiple services required

This workflow needs 6 different credentials. Make sure you have accounts for all services before importing.

Complexity

Advanced

Expert level. Custom code, complex logic, many integrations.

Setup time: ~1 hour

Score: 65/100

6 Integrations

When to Use This Workflow

Team Notifications

Send automated alerts and updates to your team chat when important events occur.

Never miss critical updates - your team stays informed in real-time.

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json

{
  "id": "SHpLY12UobbcWRnl",
  "meta": {
    "instanceId": "workflow-2f3831b7",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:07:52.405297",
    "updatedAt": "2025-09-29T07:07:52.405330",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "Slack AI Chatbot with RAG for company staff",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
...