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Transform meeting transcripts to content with Fathom, GPT-4 & DALL-E

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Important notice

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

1. Workflow Overview

AI Content Generator: Transcript to Video & Image Transform meeting transcripts into engaging multi format content with AI powered automation Perfect for educators, consultants, and content crea...

Best for

  • Content Creation automation workflows
  • Multimodal AI automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

@n8n/n8n-nodes-langchain.chattrigger, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.memorybufferwindow, @n8n/n8n-nodes-langchain.toolworkflow, @n8n/n8n-nodes-langchain.agenttool, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.httprequesttool, n8n-nodes-base.executeworkflowtrigger

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Transform meeting transcripts to content with Fathom, GPT-4 & DALL-E
Workflow name
Transform meeting transcripts to content with Fathom, GPT-4 & DALL-E

🎥 AI Content Generator: Transcript to Video & Image

Transform meeting transcripts into engaging multi-format content with AI-powered automation

Perfect for educators, consultants, and content creators who record sessions and want to repurpose them into social media posts, videos, and images without manual work.

How it works

  • Chat interface triggers the AI orchestrator when you request content creation
  • Fetches your most recent meeting transcript from Fathom
  • AI analyzes the transcript and extracts key insights and breakthrough moments
  • Generates written post content and creates a Google Doc automatically
  • Creates detailed video generation prompts and sends to video API (Luma/Runway)
  • Generates image prompts and creates social media graphics via DALL-E
  • Returns all assets: written content, video URL, and image file ready to use

How to use

  • Connect your Fathom account to retrieve meeting transcripts
  • Set up the three required subworkflows: Text to Video, Text to Image, and Transcript to Content
  • Configure your OpenAI credentials for AI processing
  • Simply chat: "Create content from my latest session - video and image"
  • Review and customize the generated content as needed

Requirements

  • Fathom account with recorded meetings or sessions
  • OpenAI API account (GPT-4 recommended for best results)
  • Google Docs access for content storage
  • Video generation API (Luma AI or Runway ML) for video creation
  • Three subworkflows must be created separately (see setup notes)

Good to know

  • Video generation typically costs $0.50-$2.00 per video depending on your provider
  • The workflow processes the most recent 7 days of Fathom transcripts automatically
  • AI agents use ~5,000-10,000 tokens per complete content generation
  • Subworkflows need to be set up once before using this main workflow
  • Videos take 2-5 minutes to generate after the prompt is created

Need Help?

Join the Discord or ask in the Forum!

Happy Creating! 🚀

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 - When chat message received

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

Block 2 - Main GPT-4 Model

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

Block 3 - Simple Memory

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

Block 4 - Text to Video

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

Block 5 - Video Generator

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

Block 6 - Video Generator GPT Model

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

Block 7 - Content Orchestrator

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

Block 8 - Content Post Generator

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

Block 9 - Text to Image

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

Block 10 - Get Fathom Transcript

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

Block 11 - Image Generator

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

Block 12 - Transcript to Content

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

Block 13 - Subworkflow Entry Point

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

Block 14 - Create Google Doc

Type / Role
n8n-nodes-base.googleDocs - googleDocs
Config choices
Version 2

Block 15 - Insert Content into Doc

Type / Role
n8n-nodes-base.googleDocs - googleDocs
Config choices
Version 2

Block 16 - Format Image Link

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

Block 17 - Call DALL-E API

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

Block 18 - Convert Image to Binary

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

Block 19 - Upload to Storage

Type / Role
n8n-nodes-base.googleDrive - googleDrive
Config choices
Version 3

Block 20 - Fetch Generated Video

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

Block 21 - Video Ready

Type / Role
n8n-nodes-base.slack - slack
Config choices
Version 2.3

Block 22 - Call Video API

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

Block 23 - Format Video Link

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

Block 24 - Main Overview

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

Showing the first 24 of 31 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Transform meeting transcripts to content with Fathom, GPT-4 & DALL-E
Complexity advanced
Nodes 31
Categories Content Creation, Multimodal AI
Author Anna Bui
Published 22 Dec 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/12009/12009.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 Transform meeting transcripts to content with Fathom, GPT-4 & DALL-E do?

AI Content Generator: Transcript to Video & Image Transform meeting transcripts into engaging multi format content with AI powered automation Perfect for educators, consultants, and content crea...

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 Content Creation, Multimodal AI use case.