Curated

(5/5)

RAG Workflow For Company Documents stored in Google Drive

Chat with company documents

Integrations Used (10)

Vectorstorepinecone

Embeddingsgooglegemini

Documentdefaultdataloader

Textsplitterrecursivecharactertextsplitter

Workflow Structure (15 nodes)

100%

Google Drive Trigger

Google Drive File Updated

Google Drive Trigger

Google Drive File Created

Google Drive

Download File From Google Drive

Langchain.embeddings Google Gemini

Embeddings Google Gemini

Langchain.vector Store Pinecone

Pinecone Vector Store

Langchain.text Splitter Recursive Character Text Splitter

Recursive Character Text Splitter

Langchain.document Default Data Loader

Default Data Loader

Langchain.chat Trigger

When chat message received

Langchain.lm Chat Google Gemini

Google Gemini Chat Model

Langchain.agent

AI Agent

Langchain.memory Buffer Window

Window Buffer Memory

Langchain.embeddings Google Gemini

Embeddings Google Gemini (retrieval)

Langchain.vector Store Pinecone

Pinecone Vector Store (Retrieval)

Langchain.tool Vector Store

Vector Store Tool

Langchain.lm Chat Google Gemini

Google Gemini Chat Model (retrieval)

Node Types:

default

action

logic

trigger

Requires credentials

Prerequisites

Required Credentials (3)

Google Drive

Used by: Download File From Google Drive, Google Drive File Updated +1 more

Docs

Google Palm

Used by: Embeddings Google Gemini, Embeddings Google Gemini (retrieval) +2 more

Docs

Pinecone

Used by: Pinecone Vector Store, Pinecone Vector Store (Retrieval)

Docs

Multiple services required

This workflow needs 3 different credentials. Make sure you have accounts for all services before importing.

Complexity

Complex

Advanced features used. Requires n8n experience.

Setup time: ~40 min

Score: 41/100

When to Use This Workflow

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.

Time Savings

Replace repetitive manual tasks with reliable automation.

Reclaim hours every week for higher-value work.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json

{
  "id": "7cXvgkl9170QXzT2",
  "meta": {
    "instanceId": "69133932b9ba8e1ef14816d0b63297bb44feb97c19f759b5d153ff6b0c59e18d",
    "templateCredsSetupCompleted": true
  },
  "name": "RAG Workflow For Company Documents stored in Google Drive",
  "tags": [],
  "nodes": [
    {
      "id": "753455a3-ddc8-4a74-b043-70a0af38ff9e",
      "name": "Pinecone Vector Store",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "position": [
        680,
        0
      ],
      "parameters": {
        "mode": "insert",
        "options": {},
...