Video-to-Embedding Batch Processor
Turn a batch of videos into vector embeddings.
AI Agentn8nMake · soonZapier · soon
What it does
It transcribes each video, splits the text into overlapping chunks, and creates an embedding per chunk — ready to load into a vector store like pgvector.
How it works
- 1You give it a batch of videos.
- 2It transcribes each one.
- 3It splits the text into chunks and makes an embedding per chunk.
- 4You get rows ready for a vector database.
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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