AI Agents
Intelligent sheet data analysis and search via Slack
12 nodes
228
154
Webhook
Workflow Description
An AI agent receives queries from Slack, searches Google Sheets data using advanced embeddings and memory, and delivers accurate analytical responses instantly without delays or manual intervention.
How it works
- 1.Receive Slack inquiry through webhook trigger
- 2.Split and embed text using Cohere embeddings
- 3.Search Pinecone vector store for relevant data
- 4.Maintain context with buffer memory and OpenAI processing
- 5.Execute intelligent agent reasoning for response
- 6.Send result back to Slack channel
Use cases
- Instant team answers about spreadsheet data and metrics
- Real-time report and statistics analysis from Slack
- Smart search through stored records and historical data
Requirements
- OpenAI and Cohere API keys configured
- Pinecone account with indexed Google Sheets data
- Slack workspace with webhook permissions enabled
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
228
Downloads
154
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