AI Agents

Connect Google Sheets with Slack

12 nodes 236 158 Webhook

Workflow Description

Intelligent automation connecting Google Sheets with Slack using an AI agent powered by Anthropic. The template receives data via webhook, processes it through embeddings and vector search, then sends organized results to Slack channels automatically.

How it works

1.Receive webhook request containing data or query
2.Split and convert text to embeddings using Cohere
3.Search Pinecone vectors to find relevant data from Google Sheets
4.Process context through memory and Anthropic AI agent
5.Formulate response and send to Slack

Use cases

Answer employee questions about company data stored in Sheets directly in Slack
Monitor spreadsheets and automatically alert your team when changes occur

Requirements

API keys for Anthropic, Cohere, and Pinecone
Google Sheets spreadsheet containing the data to search
Slack channel or workspace with proper bot permissions
Configured and enabled webhook

Service Value

Ready-made workflow template for automation delivery and service execution.

Apps Used

Text Splitter Embeddings Vector Store Memory Anthropic AI Agent Google Sheets Slack

Details

Trigger Webhook

Nodes 12

Apps 8

Downloads 158

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

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

Lm Chat Anthropic

RAG Agent

Agent

#10

Append Sheet

Google Sheets

#11

Slack Alert

Slack

#12

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