AI Agents
Analyze Google Sheets and send intelligent summaries to Slack
12 nodes
300
176
Webhook
Workflow Description
An automation that connects Google Sheets with Slack through an AI agent, analyzing tabular data and extracting key insights automatically. The system delivers real-time alerts and smart summaries directly to team channels, enabling data-driven decisions.
How it works
- 1.Receive Google Sheets data via webhook trigger
- 2.Split and process text with Cohere embeddings
- 3.Query Weaviate vector store for contextual information
- 4.Execute AI agent logic using OpenAI with conversation memory
- 5.Format and deliver results to designated Slack channels
Use cases
- Alert teams instantly when critical data changes in spreadsheets
- Generate and send automated daily data summaries to Slack
- Answer team questions about sheet data using AI analysis
Requirements
- Connected Google Sheets account with shared document access
- Slack workspace with bot permissions and channel access
- OpenAI and Cohere API credentials configured
- Weaviate instance set up for vector storage
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
300
Downloads
176
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
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