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Daily financial news summary with Ollama LLM - automated email report

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Daily financial news summary with Ollama LLM - automated email report preview
Open on n8n.io

Important notice

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

1. Workflow Overview

This workflow auto fetches top financial headlines, cleans the content, and uses AI to summarize it into a short investor friendly email. Good to know The workflow runs daily and relies on stable w...

Best for

  • Market Research automation workflows
  • AI Summarization automation workflows
  • intermediate n8n builders looking for reusable templates

Tools used

n8n-nodes-base.scheduletrigger, n8n-nodes-base.httprequest, n8n-nodes-base.wait, n8n-nodes-base.html, n8n-nodes-base.set, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.emailsend, @n8n/n8n-nodes-langchain.lmchatollama

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Oneclick AI Squad.

Original n8n.io source

1.1 Workflow description

Title
Daily financial news summary with Ollama LLM - automated email report
Workflow name
Daily financial news summary with Ollama LLM - automated email report

This workflow auto-fetches top financial headlines, cleans the content, and uses AI to summarize it into a short investor-friendly email.

Good to know

  • The workflow runs daily and relies on stable webpage access; check the URL (e.g., https://www.ft.com/) for availability.
  • AI costs may apply depending on the LLM model used (e.g., GPT-4 or Gemini); refer to provider pricing.

How it works

  • Trigger the workflow daily with the Schedule Daily Trigger node.
  • Fetch financial news from a webpage using the Fetch Webpage News node.
  • Add a Delay to Ensure Page Load node to ensure content is fully loaded.
  • Extract and clean headlines with the Extract News Headlines & Clean Extracted Data node.
  • Process the data with the LLM Chat Model node to generate a summary.
  • Send the summarized report via email using the Email Daily Financial Summary node.

How to use

  • Import the workflow into n8n and configure the nodes with your webpage URL and email credentials.
  • Test the workflow to verify content fetching and email delivery.

Requirements

  • Webpage access (e.g., financial news site API or RSS)
  • Email service (e.g., SMTP or API)
  • LLM model credentials (e.g., GPT-4 or Gemini)

Customising this workflow

  • Adjust the Fetch Webpage News node to target different news sources or modify the LLM Chat Model prompt for a different summary style.

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 - Schedule Daily Trigger

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

Block 2 - Fetch Financial News Webpage

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

Block 3 - Delay to Ensure Page Load

Type / Role
n8n-nodes-base.wait - wait
Config choices
Version 1.1

Block 4 - Extract News Headlines & Text

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

Block 5 - Clean Extracted News Data

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 6 - AI Financial News Summarizer

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 1.6

Block 7 - Email Daily Financial Summary

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

Block 8 - LLM Chat Model

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

Block 9 - Sticky Note

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

3. Summary Table

Workflow Daily financial news summary with Ollama LLM - automated email report
Complexity intermediate
Nodes 9
Categories Market Research, AI Summarization
Author Oneclick AI Squad
Published 27 Jun 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/5405/5405.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

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

  4. 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. 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.

Frequently asked questions

What does Daily financial news summary with Ollama LLM - automated email report do?

This workflow auto fetches top financial headlines, cleans the content, and uses AI to summarize it into a short investor friendly email. Good to know The workflow runs daily and relies on stable w...

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 Market Research, AI Summarization use case.