Channel → Pinecone RAG Ingestion
Ingest a whole channel into a Pinecone vector database.
AI Agentn8nMake · soonZapier · soon
What it does
Give it a channel. It lists the videos, transcribes them, splits the text into overlapping chunks, embeds each chunk, and upserts the vectors into Pinecone — a complete YouTube-to-vector-DB pipeline.
How it works
- 1You give it a channel and your Pinecone index.
- 2It lists and transcribes the channel's videos.
- 3It chunks and embeds the text.
- 4It upserts the vectors into your Pinecone index.
What you'll need
Using an AI agent
Just your TranscriptAPI key. Your agent is the brain — it does the thinking, so there's no separate AI key to buy.
Using n8n, Make or Zapier
- •A TranscriptAPI key (free)
- •An AI key, e.g. OpenAI, for the thinking steps
Get it for your platform
Free & open source (MIT) · View on GitHub ↗
How to use it
- 1Download the skill file (Skill.md) above.
- 2Add it to your AI agent (Claude, Codex, OpenClaw, Hermes, or any agent that reads skill files).
- 3Give the agent your TranscriptAPI key so it can fetch transcripts.
- 4Ask the agent to run the task. It does the thinking itself — no separate AI key needed.
Get your free TranscriptAPI key
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