🤖 Create Your First AI Agent with Weather & Web Scraping (Starter Kit)

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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

This workflow contains community nodes that are only compatible with the self hosted version of n8n. How it works This template is your personal launchpad into the world of AI powered automation. I...

Best for

Personal Productivity automation workflows
AI Chatbot automation workflows
advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.googlecalendartool, n8n-nodes-base.gmailtool, @n8n/n8n-nodes-langchain.chattrigger, n8n-nodes-base.stickynote, n8n-nodes-base.rssfeedreadtool, n8n-nodes-base.httprequesttool, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.memorybufferwindow

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Lucas Peyrin.

Original n8n.io source

1.1 Workflow description

Title: 🤖 Create Your First AI Agent with Weather & Web Scraping (Starter Kit)
Workflow name: 🤖 Create Your First AI Agent with Weather & Web Scraping (Starter Kit)

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

How it works

This template is your personal launchpad into the world of AI-powered automation. It provides a fully functional, interactive AI chatbot that you can set up in minutes, designed specifically for those new to AI Agents.

What is an AI Agent? Think of it as a smart assistant that doesn't just talk—it acts. You give it a set of "tools" (like other n8n tool nodes), and it intelligently decides which tool to use to answer your questions or complete your tasks.

This starter kit comes with a pre-built "toolbox" of superpowers, allowing your agent to:

Get the Weather: Ask for the forecast anywhere in the world.
Get the News: Fetch the latest headlines from n8n, CNN, and others.

The workflow is designed to be a hands-on learning experience, with detailed sticky notes explaining every component, from the chat interface to the agent's "brain" and "memory."

Set up steps

Setup time: ~2-3 minutes

This workflow is designed to be incredibly easy to start. You only need one free API key to get it working.

Add Your AI Key:
- The workflow uses Google's Gemini model by default. You will need a free Gemini API key.
- Find the Gemini node on the canvas. The sticky note right below it (How to Get Google Gemini Credentials) provides a link and simple instructions to get your key.
- In the Gemini node, click the Credential dropdown and select + Create New Credential to add your key.
Activate the Workflow:
- At the top-right of the screen, click the "Inactive" toggle switch. It will turn green and say "Active". Your agent is now live!
Start Chatting:
- Open the Example Chat Window node (it has a 💬 icon).
- In its parameter panel, you will see a Chat URL. Click the link to copy it.
- Paste the URL into a new browser tab and start asking your agent questions!

Optional: The template also includes disabled OpenAI chat model node and tools for Google Calendar, and Gmail. You can enable and configure these later to change the underlying AI model or give your agent even more superpowers!

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Get Upcoming Events

Type / Role: n8n-nodes-base.googleCalendarTool - googleCalendarTool
Config choices: Version 1.3

Block 2 - Send Email

Type / Role: n8n-nodes-base.gmailTool - gmailTool
Config choices: Version 2.1

Block 3 - Example Chat Window

Type / Role: @n8n/n8n-nodes-langchain.chatTrigger - chatTrigger
Config choices: Version 1.1

Block 4 - Introduction Note

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 5 - Bonus Tools Note

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 6 - Sticky Note12

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 7 - Sticky Note13

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 8 - Sticky Note14

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 9 - Sticky Note15

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 10 - Sticky Note16

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 11 - Sticky Note17

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 12 - Sticky Note18

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 13 - Sticky Note1

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 14 - Sticky Note2

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 15 - Get News

Type / Role: n8n-nodes-base.rssFeedReadTool - rssFeedReadTool
Config choices: Version 1.2

Block 16 - Get Weather

Type / Role: n8n-nodes-base.httpRequestTool - httpRequestTool
Config choices: Version 4.2

Block 17 - Your First AI Agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 2.2

Block 18 - Simple Memory

Type / Role: @n8n/n8n-nodes-langchain.memoryBufferWindow - memoryBufferWindow
Config choices: Version 1.3

Block 19 - Gemini

Type / Role: @n8n/n8n-nodes-langchain.lmChatGoogleGemini - lmChatGoogleGemini
Config choices: Version 1

Block 20 - OpenAI

Type / Role: @n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices: Version 1.2

Block 21 - Sticky Note

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 22 - Sticky Note7

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 23 - Sticky Note3

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

3. Summary Table

Workflow	🤖 Create Your First AI Agent with Weather & Web Scraping (Starter Kit)
Complexity	advanced
Nodes	23
Categories	Personal Productivity, AI Chatbot
Author	Lucas Peyrin
Published	15 Jul 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/6035/6035.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
4. Test with sample data

Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
5. Activate and monitor

Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Download workflow JSON Original n8n.io source Personal Productivity workflows AI Chatbot workflows

Frequently asked questions

What does 🤖 Create Your First AI Agent with Weather & Web Scraping (Starter Kit) do?

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Personal Productivity, AI Chatbot use case.

Lucas Peyrin

30 workflows

Nodes

n8n-nodes-base.googlecalendartool n8n-nodes-base.gmailtool @n8n/n8n-nodes-langchain.chattrigger n8n-nodes-base.stickynote n8n-nodes-base.rssfeedreadtool n8n-nodes-base.httprequesttool @n8n/n8n-nodes-langchain.agent @n8n/n8n-nodes-langchain.memorybufferwindow

Complexity

advanced

Published 15 Jul 2025

Likes 0

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Install path: /data/workflows/6035/6035.json

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🤖 Create Your First AI Agent with Weather & Web Scraping (Starter Kit)

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

How it works

Set up steps

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Get Upcoming Events

Block 2 - Send Email

Block 3 - Example Chat Window

Block 4 - Introduction Note

Block 5 - Bonus Tools Note

Block 6 - Sticky Note12

Block 7 - Sticky Note13

Block 8 - Sticky Note14

Block 9 - Sticky Note15

Block 10 - Sticky Note16

Block 11 - Sticky Note17

Block 12 - Sticky Note18

Block 13 - Sticky Note1

Block 14 - Sticky Note2

Block 15 - Get News

Block 16 - Get Weather

Block 17 - Your First AI Agent

Block 18 - Simple Memory

Block 19 - Gemini

Block 20 - OpenAI

Block 21 - Sticky Note

Block 22 - Sticky Note7

Block 23 - Sticky Note3

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions