n8n RAG Agent: Automating Podcast Transcript Embedding with Pinecone
Source title: n8n RAG Agent: Automating Podcast Transcript Embedding with Pinecone. Source description: In this Friday Show & Tell, I walk through a custom RAG (Retrieval Augmented Generation) upload agent I built in n8n for processing podcast transcripts and storing them in a Pinecone vector database. What I built: - Automated workflow: Google Drive → Google Sheets → Pinecone - Smart text chunking with episode metadata preservation - Duplicate prevention system (only embeds new content to save
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Source title: n8n RAG Agent: Automating Podcast Transcript Embedding with Pinecone. Source description: In this Friday Show & Tell, I walk through a custom RAG (Retrieval Augmented Generation) upload agent I built in n8n for processing podcast transcripts and storing them in a Pinecone vector database. What I built: - Automated workflow: Google Drive → Google Sheets → Pinecone - Smart text chunking with episode metadata preservation - Duplicate prevention system (only embeds new content to save
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The title and description alone do not establish the agent autonomy level.
Agents In Use pipeline: video selected by TypeSafe Jev using source title/description only; recording and outcomes not independently verified.
Credit: Content Marketing Mentor
Source published 24 Oct 2025
Source checked 14 Oct 2026
Tools and topics
n8n
video · agent-demo
Editorial completeness: 75/100. Measures documented fields, not agent performance or verified outcomes.
Video notes
Content Marketing Mentor · YouTube
- Source title: n8n RAG Agent: Automating Podcast Transcript Embedding with Pinecone