AI Agents
Generate intelligent Slack responses from Google Sheets data
12 nodes
223
157
Webhook
Workflow Description
Smart automation that receives inquiries through Slack, analyzes Google Sheets data using AI, and sends thoughtful responses back to the channel. Delivers instant answers without manual intervention through semantic search and contextual memory.
How it works
- 1.Receive message from Slack via webhook trigger
- 2.Split text and extract meaning using OpenAI embeddings
- 3.Search Google Sheets data stored as vectors in Weaviate
- 4.Send intelligent response back to the Slack channel
Use cases
- Answer employee questions about stored data instantly
- Summarize reports from Google Sheets when requested via Slack
- Quick search through records and historical data without opening the spreadsheet
Requirements
- Google account with access permissions to specific spreadsheets
- Slack workspace with bot permissions to send and receive messages
- API keys from OpenAI and Weaviate for AI processing and vector storage
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Text Splitter
OpenAI
Vector Store
Memory
AI Agent
Google Sheets
Slack
Details
Trigger
Webhook
Nodes
12
Apps
7
Views
223
Downloads
157
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (12)
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Sticky Note
Sticky Note
Webhook Trigger
Webhook
Text Splitter
Text Splitter Character Text Splitter
Embeddings
OpenAI
Weaviate Insert
Vector Store Weaviate
Weaviate Query
Vector Store Weaviate
Vector Tool
Tool Vector Store
Window Memory
Memory Buffer Window
Chat Model
OpenAI
RAG Agent
Agent
Append Sheet
Google Sheets
Slack Alert
Slack