RAG:Context-Aware Chunking | Google Drive to Pinecone via OpenRouter & Gemini

Manual

High

Nodes

Manual

Trigger

High

Complexity

7/22/2025

Added

Workflow Overview

Total Nodes

Node Types

manual Trigger

When clicking ‘Test workflow’

1 node

split In Batches

Loop Over Items

1 node

lm Chat Open Router

OpenRouter Chat Model

1 node

vector Store Pinecone

Pinecone Vector Store

1 node

embeddings Google Gemini

Embeddings Google Gemini

1 node

document Default Data Loader

Default Data Loader

1 node

text Splitter Recursive Character Text Splitter

Recursive Character Text Splitter

1 node

google Drive

Get Document From Google Drive

1 node

extract From File

Extract Text Data From Google Document

1 node

code

Split Document Text Into Sections

1 node

split Out

Prepare Sections For Looping

1 node

sticky Note

Sticky Note, Sticky Note1, Sticky Note2, Sticky Note3

4 nodes

agent

AI Agent - Prepare Context

1 node

set

Concatenate the context and section text

1 node

Workflow JSON

11.47 KB

{
  "id": "VY4WBXuNDPxmOO5e",
  "meta": {
    "instanceId": "d16fb7d4b3eb9b9d4ad2ee6a7fbae593d73e9715e51f583c2a0e9acd1781c08e",
    "templateCredsSetupCompleted": true
  },
  "name": "RAG:Context-Aware Chunking | Google Drive to Pinecone via OpenRouter & Gemini",
  "tags": [
    {
      "id": "XZIQK6NdzGvgbZFd",
      "name": "Sell",
      "createdAt": "2025-01-15T12:28:48.424Z",
      "updatedAt": "2025-01-15T12:28:48.424Z"
    }
  ],
  "nodes": [
    {
      "id": "7abbfa6e-4b17-4656-9b82-377b1bacf539",
      "name": "When clicking ‘Test workflow’",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        0,
        0
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "448ec137-bf64-46b4-bf15-c7a040faa306",
      "name": "Loop Over Items",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        1100,
        0
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
      "id": ...

Showing first 1000 characters. Click "Expand" to view the full JSON.