AI Agents

Intelligent Data Analysis and Google Sheets Automation

11 nodes 233 147 Webhook

Workflow Description

A workflow that receives data via webhook, processes it using OpenAI's language model with contextual memory, stores information in a vector database, and automatically writes results to Google Sheets. Perfect for intelligent data extraction and documentation workflows.

How it works

1.Receive incoming data through webhook and split into processable chunks
2.Convert text content into semantic vectors using Hugging Face embeddings
3.Store and retrieve vectors in Redis vector database for intelligent searching
4.Process queries through an AI agent powered by OpenAI with conversation memory
5.Write analyzed results and insights directly to Google Sheets in organized format

Use cases

Automatically analyze customer feedback and organize summaries in shared spreadsheets
Extract key information from documents and maintain searchable knowledge bases
Process support tickets or inquiries and log outcomes with AI-generated insights

Requirements

Valid OpenAI API key with GPT access
Active Redis connection for vector storage and retrieval
Editor permissions on target Google Sheets file

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

Details

Trigger Webhook

Nodes 11

Apps 7

Downloads 147

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 (11)

Sticky

Sticky Note

Webhook

Splitter

Text Splitter Character Text Splitter

Embeddings

Embeddings Hugging Face

Insert

Vector Store Redis

Query

Vector Store Redis

Tool

Tool Vector Store

Memory

Memory Buffer Window

Chat

OpenAI

Agent

#10

Sheet

Google Sheets

#11

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