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AI agent for project management and meetings with Airtable and Fireflies

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AI agent for project management and meetings with Airtable and Fireflies preview
Open on n8n.io

Important notice

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

1. Workflow Overview

Video Guide I prepared a comprehensive guide detailing how to create a Smart Agent that automates meeting task management by analyzing transcripts, generating tasks in Airtable, and scheduling foll...

Best for

  • Project Management automation workflows
  • AI Summarization automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

@n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.toolworkflow, n8n-nodes-base.gmailtool, n8n-nodes-base.executeworkflowtrigger, n8n-nodes-base.splitout, n8n-nodes-base.airtable, n8n-nodes-base.googlecalendartool

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
AI agent for project management and meetings with Airtable and Fireflies
Workflow name
AI agent for project management and meetings with Airtable and Fireflies

Video Guide

I prepared a comprehensive guide detailing how to create a Smart Agent that automates meeting task management by analyzing transcripts, generating tasks in Airtable, and scheduling follow-ups when necessary.

Youtube Link

Who is this for?

This workflow is ideal for project managers, team leaders, and business owners looking to enhance productivity during meetings. It is particularly helpful for those who need to convert discussions into actionable items swiftly and effectively.

What problem does this workflow solve?

Managing action items from meetings can often lead to missed tasks and poor follow-up. This automation alleviates that issue by automatically generating tasks from meeting transcripts, keeping everyone informed about their responsibilities and streamlining communication.

What this workflow does

The workflow leverages n8n to create a Smart Agent that listens for completed meeting transcripts, processes them using AI, and generates tasks in Airtable. Key functionalities include:

  • Capturing completed meeting events through webhooks.
  • Extracting relevant meeting details such as transcripts and participants using API calls.
  • Generating structured tasks from meeting discussions and sending notifications to clients.
  1. Webhook Integration: Listens for meeting completion events to trigger subsequent actions.
  2. API Requests for Data: Pulls necessary details like transcripts and participant information from Fireflies.
  3. Task and Notification Generation: Automatically creates tasks in Airtable and notifies clients of their responsibilities.

Setup

N8N Workflow
  1. Configure the Webhook:

    • Set up a webhook to capture meeting completion events and integrate it with Fireflies.
  2. Retrieve Meeting Content:

    • Use GraphQL API requests to extract meeting details and transcripts, ensuring appropriate authentication through Bearer tokens.
  3. AI Processing Setup:

    • Define system messages for AI tasks and configure connections to the AI chat model (e.g., OpenAI's GPT) to process transcripts.
  4. Task Creation Logic:

    • Create structured tasks based on AI output, ensuring necessary details are captured and records are created in Airtable.
  5. Client Notifications:

    • Use an email node to notify clients about their tasks, ensuring communications are client-specific.
  6. Scheduling Follow-Up Calls:

    • Set up Google Calendar events if follow-up meetings are required, populating details from the original meeting context.

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 - AI Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 1.7

Block 2 - OpenAI Chat Model

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

Block 3 - Create Tasks

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

Block 4 - Notify Client About Tasks

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

Block 5 - Execute Workflow Trigger

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

Block 6 - Split Out

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

Block 7 - Create Task

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

Block 8 - Create Event

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

Block 9 - Webhook

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

Block 10 - Get Meeting Content

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

Block 11 - Sticky Note

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

Block 12 - Sticky Note1

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

Block 13 - Sticky Note2

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

Block 14 - Sticky Note3

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

Block 15 - Sticky Note4

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

Block 16 - Sticky Note5

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

Block 17 - Sticky Note6

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

Block 18 - Sticky Note7

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

3. Summary Table

Workflow AI agent for project management and meetings with Airtable and Fireflies
Complexity advanced
Nodes 18
Categories Project Management, AI Summarization
Author Mark Shcherbakov
Published 30 Dec 2024

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/2683/2683.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 AI agent for project management and meetings with Airtable and Fireflies do?

Video Guide I prepared a comprehensive guide detailing how to create a Smart Agent that automates meeting task management by analyzing transcripts, generating tasks in Airtable, and scheduling foll...

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 Project Management, AI Summarization use case.