AI Agents
Analyze Google Sheets data and send intelligent messages to Slack
12 nodes
362
178
Webhook
Workflow Description
An automation that receives requests via webhook, processes Google Sheets data using an AI agent powered by OpenAI, maintains conversation context in memory, stores data vectors in Pinecone, and delivers answers directly to Slack channels.
How it works
- 1.Receive incoming request through webhook trigger
- 2.Split and process text content using Text Splitter
- 3.Convert data into embeddings via OpenAI API
- 4.Store and search vectors in Pinecone database
- 5.Run the AI agent to generate intelligent responses
- 6.Send results to specified Slack channels
Use cases
- Answer employee questions about spreadsheet data directly from Slack
- Automatically generate reports based on natural language requests from your team
- Connect Google Sheets updates with intelligent Slack notifications
Requirements
- Active OpenAI API key with sufficient quota
- Google Sheets containing the data to be analyzed
- Active Slack workspace with configured channels
- Pinecone API key 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
OpenAI
Vector Store
Memory
AI Agent
Google Sheets
Slack
Details
Trigger
Webhook
Nodes
12
Apps
7
Views
362
Downloads
178
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)
/
Sticky Note
Sticky Note
Webhook Trigger
Webhook
Text Splitter
Text Splitter Character Text Splitter
Embeddings
OpenAI
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