🔬 Auto-send FireFlies meeting summaries via email using Gemini 2.5 Pro

⚡ 152 views · 🔬 Document Extraction & Analysis

Description

This workflow automatically processes Fireflies.ai meeting recap emails, extracts the meeting transcript, generates a structured summary email, and sends it to a designated recipient.

Key Advantages

• 1. ✅ Full Automation of Meeting Summaries

  The workflow eliminates all manual steps from receiving the Fireflies email to sending a polished summary. This ensures:

  • No delays
  • No forgotten recaps
  • No repetitive manual tasks

• 2. ✅ Accurate Extraction of Meeting Information

  Using AI-based information extraction and custom parsing, the workflow reliably identifies:

  • The correct meeting link
  • The Fireflies meeting ID
  • Relevant transcript data

  This avoids human error and ensures consistency.

• 3. ✅ High-Quality, AI-Generated Email Summaries

  The Gemini-powered summary generator:

  • Produces well-structured, readable emails
  • Includes decisions, action items, and discussion points
  • Automatically crafts a professional subject line
  • Uses real content (no placeholders)

This results in clear, usable communication for recipients.

• 4. ✅ Robust Error-Free Data Handling

  The workflow integrates custom JavaScript steps to:

  • Parse URLs safely
  • Convert AI responses into valid JSON
  • Ensure correct formatting before email delivery

This guarantees the message is always properly structured.

• 5. ✅ Professional Formatting

  By converting Markdown to HTML, the summary:

  • Is visually clear
  • Displays well on all email clients
  • Enhances readability for recipients

• 6. ✅ Easily Scalable and Adaptable

  The workflow can be expanded to:

  • Send summaries to multiple recipients
  • Add storage (e.g., Google Drive)
  • Trigger based on additional conditions
  • Integrate with CRMs or project management tools

How It Works

1. Trigger
   The workflow starts with a Gmail Trigger that checks for new emails with the subject "Your meeting recap" from fred@fireflies.ai every hour.

2. Email Processing
   When a matching email is found, the workflow retrieves the full email content and extracts the meeting recap URL using an Information Extractor node powered by OpenAI GPT-4.1-mini.

3. Meeting ID Extraction
   A Code Node extracts the meeting ID from the Fireflies URL (between :: and ?) for use in the next step.

4. Transcript Fetching
   The meeting ID is sent to the Fireflies Node, which retrieves the full transcript and summary data (short summary, short overview, and full overview).

5. AI-Powered Email Generation
   The meeting summary data is passed to a Google Gemini node, which generates a complete meeting summary email with a subject line and body in JSON format.

6. Data Formatting
   The raw JSON output is parsed in a Code Node, and the email body is converted from Markdown to HTML using the Markdown Node.

7. Email Delivery
   Finally, the email is sent via Gmail with the AI-generated subject and HTML body.

Set Up Steps

1. Configure Credentials

   • Set up Gmail OAuth2 credentials for email triggering and sending.
   • Add Fireflies.ai API credentials for fetching transcripts.
   • Configure OpenAI and Google Gemini API keys for AI processing.

2. Adjust Email Filters
   Update the Gmail Trigger filters (subject and sender) if Fireflies.ai uses a different sender or subject format.

3. Customize Output Email
   Modify the recipient email in the Send email node to the desired address.

4. Optional: Modify AI Prompts
   Adjust the system prompts in the Information Extractor and Email Agent nodes to change extraction behavior or email tone.

5. Activate Workflow
   Ensure the workflow is set to Active in n8n, and test it by sending a sample Fireflies recap email to your connected Gmail account.

Need help customizing?

Contact me for consulting and support or add me on Linkedin.

🔗 Nodes Used

Gmail, Markdown, Gmail Trigger, OpenAI Chat Model, Information Extractor, Google Gemini

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup