---

name: podcast-ingest description: Transcribe podcast episodes from RSS feeds using Gemini Flash version: 0.1.0 tools: [Bash]

Podcast Ingest

Fetches podcast RSS feeds, downloads audio, and produces polished markdown transcripts via Gemini Flash.

When to Use

• User wants to transcribe a podcast episode or batch of episodes
• User provides an RSS feed URL, podcast name, or direct audio URL
• Building a markdown knowledge base from podcast content

Commands

# List episodes from a feed
bun run podcast-ingest/scripts/ingest.ts --feed <rss-url> --list

# Transcribe the latest episode
bun run podcast-ingest/scripts/ingest.ts --feed <rss-url> --limit 1

# Transcribe latest 5 episodes
bun run podcast-ingest/scripts/ingest.ts --feed <rss-url> --limit 5

# Transcribe from direct audio URL
bun run podcast-ingest/scripts/ingest.ts --audio <audio-url> --title "Episode Title"

Requirements

• GEMINI_API_KEY environment variable
• Output goes to output/podcasts/ by default

Output Format

Each episode produces a markdown file with YAML frontmatter:

---
title: "Episode Title"
podcast: "Podcast Name"
author: "Host Name"
date: "2026-02-18"
source: "https://..."
type: "podcast-transcript"
---

Followed by: Summary, Topics, Speakers list, and full sectioned transcript.

Cost

~$0.005 per hour of audio (Gemini Flash). A typical 1-hour episode costs less than a penny.