AI Agents
Connect Google Sheets with Slack
12 nodes
242
158
Webhook
Workflow Description
An intelligent automation that connects Google Sheets with Slack using AI agents. Processes spreadsheet data, analyzes it through embeddings and vector search, and automatically sends smart messages to Slack channels based on extracted insights.
How it works
- 1.Receive webhook request and split text using Text Splitter
- 2.Convert data to embeddings via Cohere and store in Pinecone vector database
- 3.Activate AI agent with conversation memory to understand context
- 4.Retrieve relevant data from vector search
- 5.Generate smart message through OpenAI and send to Slack
- 6.Read or update Google Sheets data as needed
Use cases
- Send automated reports from spreadsheets to Slack channels with intelligent analysis
- Answer team questions about spreadsheet data directly through Slack
Requirements
- Active OpenAI API account with valid API key
- Slack workspace with bot permissions to send messages
- Organized Google Sheets with appropriate sharing permissions
- Pinecone account and configured vector space
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Text Splitter
Embeddings
Vector Store
Memory
OpenAI
AI Agent
Google Sheets
Slack
Details
Trigger
Webhook
Nodes
12
Apps
8
Views
242
Downloads
158
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
Embeddings Cohere
Pinecone Insert
Vector Store Pinecone
Pinecone Query
Vector Store Pinecone
Vector Tool
Tool Vector Store
Window Memory
Memory Buffer Window
Chat Model
OpenAI
RAG Agent
Agent
Append Sheet
Google Sheets
Slack Alert
Slack