Generating Image Embeddings via Textual Summarisation

Get Color Channels [Source: https://www.pinecone.io/learn/series/image-search/color-histograms/](https://www.pinecone.io/learn/series/image-search/color-histograms/)

Workflow Structure (13 nodes)
100%
Manual Trigger
When clicking "Test workflow"
Google Drive
Google Drive
Edit Image
Get Color Information
Merge
Combine Image Analysis
Set
Document for Embedding
Langchain.vector Store In Memory
In-Memory Vector Store
Langchain.document Default Data Loader
Default Data Loader
Langchain.vector Store In Memory
Search for Image
Edit Image
Resize Image
Langchain.open Ai
Get Image Keywords
Langchain.embeddings Open Ai
Embeddings OpenAI
Langchain.text Splitter Recursive Character Text Splitter
Recursive Character Text Splitter
Langchain.embeddings Open Ai
Embeddings OpenAI1
Node Types:
trigger
action
default
logic
transform
Requires credentials

Prerequisites

Required Credentials (2)

Google Drive

Used by: Google Drive

Docs

OpenAI

Used by: Embeddings OpenAI1, Get Image Keywords +1 more

Docs

Complexity

Complex

Advanced features used. Requires n8n experience.

Setup time: ~35 min
Score: 48/100
Conditional Logic

When to Use This Workflow

AI-Powered Content Creation

Automate content generation, summarization, or analysis using AI capabilities.

Save hours of manual work while maintaining quality and consistency.

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json
{
  "meta": {
    "instanceId": "26ba763460b97c249b82942b23b6384876dfeb9327513332e743c5f6219c2b8e"
  },
  "nodes": [
    {
      "id": "141638a4-b340-473f-a800-be7dbdcff131",
      "name": "When clicking \"Test workflow\"",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        695,
        380
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "6ccdaca5-f620-4afa-bed6-92f3a450687d",
      "name": "Google Drive",
      "type": "n8n-nodes-base.googleDrive",
...

Workflow Details

Nodes
22
Trigger
Manual
Source
awesome
Added
Dec 4, 2025

Need Help?

Check out the official n8n documentation for detailed guides.

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