Automate Daily Podcast Summaries with n8n and AI

Struggling to keep up with daily podcast episodes? This n8n workflow automates fetching top daily podcasts in your favorite genre, transcribes and summarizes episodes using AI, and emails you a concise digest. Save hours of listening time with automated podcast summaries tailored for tech enthusiasts and beyond.
gmail
httpRequest
set
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Workflow Identifier: 1209
NODES in Use: gmail, httpRequest, set, splitOut, wait, if, openAi, code, html, scheduleTrigger, stickyNote
Automate podcast summaries with n8n and AI

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Learn how to Build this Workflow with AI:

What This Automation Does

This workflow fetches top 10 podcasts in one genre every day.

It cuts out an 16 minute piece from each podcast audio.

Then it uses AI to write short summaries of those pieces.

Finally, the summaries are sent by email in a neat format.

This helps save hours of listening time and gives key info fast.


Who Should Use This Automation

People who want daily podcast updates without listening long episodes.

Users who prefer reading clear summaries of podcasts in chosen genres.

Those who want to keep informed but have limited time.

It’s great for technology reporters, busy learners, and podcast fans alike.


Tools and Services Used


Inputs → Processing → Output

Input

The user sets podcast genre and required API keys.

Taddy API returns top podcasts metadata daily.

Processing

  • Split podcast list to handle one episode at a time.
  • Download each audio and crop 8–24 minute segment.
  • Poll until cropped audio is ready.
  • Send cropped audio to OpenAI Whisper for transcription.
  • Use GPT-4 to summarize transcription into 3-4 paragraphs.
  • Compile summaries and links into HTML email content.

Output

A daily Gmail message with podcast names, links, and neat summaries.

User saves hours of listen time with quick reading.


Beginner Step-by-Step: How to Use This Workflow in n8n

Download and Import Workflow

  1. Click the Download button on this page to get the workflow file.
  2. Open the n8n editor where you build or edit workflows.
  3. Use “Import from File” option to upload downloaded workflow file.

Configure Credentials and Settings

  1. Add your Taddy API key and X-USER-ID in the HTTP Request → TaddyTopDaily node headers.
  2. Enter OpenAI API key in the Whisper and GPT nodes.
  3. Set up Gmail OAuth2 credentials in the Gmail node.
  4. Change the genre string in the Set → Genre node if needed. Use valid Taddy genres.
  5. Update any email addresses, IDs, or folder names to match your info.

Test and Activate

  1. Run the workflow manually once to confirm it works and emails arrive.
  2. Fix any credential or API errors shown in node logs.
  3. When ready, activate the Schedule trigger node to run daily at your set time.

Running your own self-host n8n instance can also help control scheduling and data privacy.


Customizations

  • Change genre value in Set → Genre node to get podcasts from different categories.
  • Adjust start and end times in the Request Audio Crop node to summarize different podcast parts.
  • Modify email recipients or subject line in the Gmail node.
  • Change summary length or style by updating the prompt or maxTokens for the GPT node.

Troubleshooting

  • Taddy API errors: Check API key and user ID values carefully are correct and active.
  • Aspose crop failures: Verify form data sent matches API specs and no quota exceeded.
  • Whisper transcription empty: Confirm cropped audio downloads fine and is valid MP3 format.
  • Email not sending: Check Gmail OAuth2 credentials and permissions.

Pre-Production Checklist

  • Verify Taddy API Key and User ID are active.
  • Test Gmail OAuth2 credentials with test email.
  • Confirm OpenAI API keys work for Whisper and GPT requests.
  • Ensure Aspose Audio Cutter API returns valid download links.
  • Run manual test of full workflow before enabling Scheduler node.

Summary

✓ Automatically get daily top podcast episodes in a chosen genre.

✓ Crop and transcribe key 16-minute segments using AI.

✓ Receive easy-to-read, 3-4 paragraph summaries by email.

→ Saves hours of listening time every day.

→ Keeps users informed with quick, important podcast insights.

→ Works smoothly with selectable genres and adjustable settings.


Automate podcast summaries with n8n and AI

Visit through Desktop to Interact with the Workflow.

Frequently Asked Questions

The Taddy API provides the top 10 daily podcast episodes metadata by genre which the workflow uses to find which podcasts to process.
It crops a key part of the podcast audio, transcribes it using OpenAI Whisper, then summarizes the text with OpenAI GPT-4 into short paragraphs.
A beginner can download the workflow file, import it into the n8n editor, add their API keys and emails, test it once, then activate the schedule node to run daily.
Yes, the user can update the genre string in the Set node, and adjust email recipients or subject in the Gmail node to fit personal preferences.

Promoted by BULDRR AI

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