Chat with Google Sheet: AI Agent Using Custom Tool
detail.loadingPreview
An AI agent workflow that interacts with a Google Sheet using custom tools.
🚀Ready to Deploy This Workflow?
About This Workflow
Overview
This workflow demonstrates how to build an AI agent that can query and retrieve data from a Google Sheet using custom-defined tools. It leverages n8n's capabilities to connect to Google Sheets and expose specific functionalities as tools that can be called by an AI model.
Key Features
- Integrates with Google Sheets to access data.
- Defines custom tools for AI agents to interact with the sheet.
- Supports various operations like listing columns, getting row data, and fetching column values.
- Allows dynamic setting of the Google Sheet URL.
- Includes example prompts for interaction.
How To Use
- Set Google Sheet URL: Update the
Set Google Sheet URLnode with the URL of your target Google Sheet. - Configure Credentials: Ensure your Google Sheets OAuth2 credentials are set up correctly in n8n.
- Trigger the Workflow: Use the
Execute Workflow Triggeror a webhook to initiate the process. - Interact with the Agent: Use the provided example prompt, such as 'Which is our biggest customer?', to query the data. The agent will use the defined tools to fetch and process the information.
Apps Used
Workflow JSON
{
"id": "14f50ea8-46d3-41d1-b6ab-9697a0ecf74a",
"name": "Chat with Google Sheet: AI Agent Using Custom Tool",
"nodes": 0,
"category": "AI & Machine Learning",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 14f50ea8-46d3...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
Statistics
Verification Info
Related Integrations
- Google Sheets + Schedule Trigger(394 workflows)
- Google Sheets + Split Out(277 workflows)
- Gmail + Schedule Trigger(270 workflows)
- Google Sheets + Slack(268 workflows)
- Gmail + Google Sheets(245 workflows)
- Google Drive + Google Sheets(203 workflows)
- Form Trigger + Google Sheets(163 workflows)
- Google Drive + Google Drive Trigger(135 workflows)
- Google Drive + Split Out(134 workflows)
- Gmail + Split Out(132 workflows)
Related Workflows
Discover more workflows you might like
Automated Customer Feedback Sentiment Analysis with OpenAI and Google Sheets
This n8n workflow automatically analyzes customer feedback for sentiment using OpenAI and stores the results in Google Sheets. It's triggered by a form submission, making feedback processing seamless.
Create an AI-Powered Telegram Bot with Langchain and DALL-E 3
Build a sophisticated Telegram bot using n8n, integrating Langchain for AI conversation and DALL-E 3 for image generation. This workflow allows for dynamic chat interactions and creative image creation directly through Telegram.
AI-Powered Company Research and Enrichment for Google Sheets
Leverage AI with OpenAI and LangChain to automatically research companies, extract key data like domain, market, and pricing, and update Google Sheets. This workflow uses the 'OpenAI Chat Model', 'get_website_content' tool, and 'SerpAPI - Search Google' to enrich your data.
Automated Car Insurance Quote Generator with AI and Vector Store
This n8n workflow generates car insurance quotes using an AI agent. It leverages LangChain nodes like Webhook, Text Splitter, Embeddings, and Vector Store (Pinecone) to process and retrieve relevant information, then logs the results to a Google Sheet.
Transform Images to Lego Style with Line Bot and DALL-E
This workflow automates image transformation to a Lego style using a Line bot webhook, DALL-E for prompt generation, and DALL-E for image creation. It's ideal for creative applications and custom content generation.
AI-Powered Food Nutrition Analysis from Images
Automate detailed nutritional analysis of meals from images using OpenAI Vision and Langchain. This workflow extracts meal name, calories, macronutrients, and health scores, outputting structured JSON.