AI Agents
Extract and analyze spreadsheet data with an intelligent agent in Slack
12 nodes
286
142
Webhook
Workflow Description
Automation receives webhook requests and analyzes Google Sheets data using an AI agent powered by OpenAI and Anthropic models, then sends results to Slack channels. Text splitting and vector storage enable semantic search across large datasets with message history retention.
How it works
- 1.Receive request via webhook and route to intelligent agent
- 2.Split spreadsheet content into processable chunks using text splitter
- 3.Convert text to embeddings and store in Pinecone for fast retrieval
- 4.Query OpenAI and Anthropic models to analyze and interpret data
- 5.Post analysis results and insights to designated Slack channels
Use cases
- Generate daily sales reports from spreadsheets and send summaries to team channels
- Answer employee questions about spreadsheet data directly within Slack conversations
- Monitor large datasets and extract actionable insights based on natural language queries
Requirements
- Active Google Sheets account with read access to target spreadsheets
- Slack workspace with permissions to post messages in designated channels
- API keys for OpenAI and Anthropic language models
- Pinecone account for vector storage and semantic search
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
286
Downloads
142
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
Pinecone Insert
Vector Store Pinecone
Pinecone Query
Vector Store Pinecone
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