AI Agents
Analyze Google Sheets data and deliver intelligent insights to Slack
12 nodes
327
164
Webhook
Workflow Description
Automation receives data via webhook, processes it using an AI agent powered by OpenAI, analyzes content through embeddings and vector storage, then delivers results automatically to designated Slack channels with contextual intelligence.
How it works
- 1.Receive webhook request and split data into manageable chunks for processing
- 2.Convert text to embeddings and store in Pinecone vector database for semantic search
- 3.Activate intelligent agent with contextual memory and OpenAI model to analyze data
- 4.Retrieve relevant records from Google Sheets based on semantic similarity
- 5.Compose response and send automatically to Slack channel
Use cases
- Intelligent alerts when specific data changes in spreadsheets
- Automated analysis of incoming questions with answers grounded in company data
Requirements
- Active OpenAI API key and Cohere account for embeddings
- Pinecone subscription and full access permissions to Google Sheets
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
327
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
Embeddings Cohere
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