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Generating Image Embeddings via Textual Summarisation

n8n template #2344
This n8n template demonstrates an approach to image embeddings for purpose of building a quick image contextual search. Use-cases could for a personal photo library, product recommendations or searching through video footage. How it works A photo is imported into the workflow via Google Drive. The photo is processed by the edit image node to extract colour information. This information forms part of our semantic metadata used to identify the image. The photo is also processed by a vision-capable model which analyses the image and returns a short description with semantic keywords. Both pieces of information about the image are combined with the metadata of the image to form a document descri

How to set it up

  1. Open template #2344 on n8n.io and click Use for free, or copy the template JSON and paste it onto an empty canvas in n8n.
  2. Create 3 credentials under Credentials → Add credential: Google Drive, Embeddings OpenAI, OpenAI. Then open each of those nodes and pick the credential.
  3. Check the model in the OpenAI node. The template may point at a model your account can't use; swap it for one you have access to.
  4. Click Execute workflow and step through each node's output to confirm the data looks right.
  5. Toggle the workflow to Active so its trigger runs on its own.

Hand off to your agent

Prompt

Help me set up the n8n workflow "Generating Image Embeddings via Textual Summarisation" (https://n8n.io/workflows/2344). It uses: Edit Image, Google Drive, Embeddings OpenAI, Recursive Character Text Splitter, Simple Vector Store, Default Data Loader, OpenAI. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.

Paste into Claude Code and it will do the rest.

Apps and nodes

Questions

Yes. Jimleuk published it free on n8n.io as a verified creator, and it has 7,286 views. It runs on n8n Cloud or a self-hosted n8n instance.

Google Drive, Embeddings OpenAI, OpenAI. The other 4 nodes are built into n8n.

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