AI Agents
Analyze spreadsheet data and send intelligent summaries to Slack
12 nodes
282
172
Webhook
Workflow Description
Smart automation receives data from Google Sheets via webhook, processes it with an AI agent powered by OpenAI and advanced memory management, stores information in a Weaviate vector database, and delivers customized summaries and insights to Slack channels.
How it works
- 1.Receive webhook request containing Google Sheets data
- 2.Process and split text, convert to embeddings using OpenAI
- 3.Search vector database and retrieve relevant information
- 4.Execute intelligent agent to make decisions based on context and memory
- 5.Send results and findings to Slack
Use cases
- Smart alerts about critical spreadsheet changes with automatic analysis
- Answer team questions about spreadsheet data directly from Slack
- Generate daily summary reports from Google Sheets and deliver to team
Requirements
- Google Sheets account with full access permissions
- Slack account with message posting and channel management rights
- OpenAI API key for language models and embeddings
- Active Weaviate vector database or vector storage service
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
282
Downloads
172
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