AI Agents
Retrieve spreadsheet data and send to Slack using AI
12 nodes
332
171
Webhook
Workflow Description
Automation linking Google Sheets with Slack through an intelligent AI agent. Processes data via text splitting and embeddings, stores in vector database, and responds to queries automatically via Slack.
How it works
- 1.Receive webhook request and process through OpenAI AI agent
- 2.Split spreadsheet content into manageable text segments
- 3.Convert data to numeric embeddings via Cohere and store in Weaviate
- 4.Perform intelligent search on stored data based on query
- 5.Retrieve results from short-term memory buffer
- 6.Send refined answers to designated Slack channel
Use cases
- Answer team queries about spreadsheet data directly from Slack
- Automatically compile multi-sheet reports and publish to channels
Requirements
- Google Workspace account with spreadsheet editing permissions
- OpenAI API key and Cohere account for intelligent processing
- Slack app with channel message posting permissions
- Weaviate instance configured for vector data 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
332
Downloads
171
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