AI Agents
Intelligent data analysis from Google Sheets with Slack notifications
12 nodes
235
164
Webhook
Workflow Description
An automation that deploys an AI agent powered by advanced language models to read Google Sheets data, process it through vector embeddings and contextual memory, then deliver intelligent summaries and actionable alerts to Slack channels automatically.
How it works
- 1.Webhook triggers the workflow when new data arrives
- 2.Text splitter breaks down data into processable segments
- 3.OpenAI embeddings are generated and stored in Weaviate vector database
- 4.AI agent retrieves relevant context from vector store and conversation memory
- 5.Agent formulates insights and sends structured messages to Slack
Use cases
- Monitor spreadsheet updates in real time and notify teams with intelligent summaries
- Analyze customer or sales data and generate automated business insights for Slack
- Query structured data through a conversational AI agent trained on your sheets
Requirements
- Google Workspace account with Google Sheets API access enabled
- API keys for OpenAI and Anthropic, plus Weaviate vector database configuration
- Slack workspace with app installation permissions and message posting rights
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
Anthropic
AI Agent
Google Sheets
Slack
Details
Trigger
Webhook
Nodes
12
Apps
8
Views
235
Downloads
164
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
Lm Chat Anthropic
RAG Agent
Agent
Append Sheet
Google Sheets
Slack Alert
Slack