AI RAG Chatbot for Company Documents using Google Drive, Gemini & Pinecone (n8n Workflow)

Turn Your Company Documents into an Intelligent AI Assistant

Stop wasting time searching through PDFs, manuals, SOPs, and internal documentation. This ready-to-use n8n automation workflow creates a powerful AI chatbot that instantly answers questions using your own company documents stored in Google Drive.

Whenever a document is added or updated, the workflow automatically processes it, creates AI embeddings, and stores them in Pinecone, ensuring your chatbot always has access to the latest information. Employees can simply ask questions in natural language and receive accurate, context-aware answers generated by Google Gemini.

No manual indexing. No complicated setup. Just upload your files and let the automation handle the rest.

Perfect For

• Businesses with internal documentation

• HR departments

• Customer support teams

• Knowledge bases

• Employee onboarding

• Standard Operating Procedures (SOPs)

• Training manuals

• Internal policies

• Technical documentation

• Company wikis

What This Workflow Does

📂 Automatically Monitors Google Drive

The workflow continuously watches your selected Google Drive folder.

Whenever a document is:

• Added

• Updated

• Replaced

the workflow automatically starts processing it.

🤖 AI-Powered Document Indexing

Every document is automatically:

• Downloaded from Google Drive

• Loaded into the workflow

• Split into optimized text chunks

• Converted into AI embeddings using Google's latest embedding model

• Stored inside a Pinecone vector database

Your knowledge base stays updated automatically without any manual work.

💬 Intelligent AI Chatbot

Users simply ask questions in plain English.

The workflow:

• Searches your document database

• Finds the most relevant information

• Sends the context to Google Gemini

• Generates accurate, natural-language answers based only on your documents

This dramatically reduces the time employees spend searching for information.

🧠 Context-Aware Conversations

Unlike simple search tools, this chatbot includes conversation memory, allowing it to understand follow-up questions and maintain context throughout the conversation.

The result is a far more natural and intelligent chat experience.

Key Features

✅ Automatic Google Drive synchronization

✅ Real-time document updates

✅ AI-powered semantic search

✅ Google Gemini integration

✅ Pinecone vector database integration

✅ Retrieval-Augmented Generation (RAG)

✅ Conversation memory

✅ Automatic document chunking

✅ Google AI Embeddings

✅ No manual indexing required

✅ Ready-to-import n8n workflow

Technologies Used

• n8n

• Google Drive

• Google Gemini

• Google AI Embeddings

• Pinecone Vector Database

• Recursive Character Text Splitter

• AI Agent

• Vector Store

• Window Buffer Memory

Workflow Process

1. A new or updated document is detected in Google Drive.

2. The document is downloaded automatically.

3. The content is extracted and split into optimized chunks.

4. Google Gemini generates AI embeddings.

5. The embeddings are stored inside Pinecone.

6. Users ask questions through the chatbot.

7. Relevant information is retrieved from Pinecone.

8. Google Gemini generates an accurate, context-aware response.

9. Conversation memory keeps follow-up questions natural and consistent.

What You'll Receive

After purchase, you'll receive:

• ✅ n8n workflow JSON file

• ✅ Ready-to-import workflow

• ✅ Fully configured workflow structure

• ✅ Easy setup instructions

Simply import the JSON file into your n8n account, connect your own API credentials, and your AI document chatbot will be ready in minutes.

Requirements

You'll need:

• n8n

• Google Drive account

• Google AI (Gemini) API Key

• Pinecone account

• Google Drive OAuth credentials

Easy Setup

1. Import the included JSON workflow into n8n.

2. Connect your Google Drive account.

3. Add your Google Gemini API key.

4. Connect your Pinecone account.

5. Select the Google Drive folder you want to monitor.

6. Activate the workflow.

That's it! Every new or updated document will automatically become searchable by your AI assistant.

Why Choose This Workflow?

Instead of manually searching through hundreds of documents, your team can simply ask:

• "What's our vacation policy?"

• "How do I onboard a new employee?"

• "Where can I find the expense reimbursement process?"

• "What are our security guidelines?"

• "How do I configure the VPN?"

The chatbot instantly provides accurate answers based on your company's own documentation, helping employees find information faster and reducing repetitive questions.

📦 What You'll Receive

After your purchase, you'll instantly receive a downloadable package containing everything you need to get started:

• ✅ Ready-to-import n8n Workflow (.JSON file) – Fully built and configured for easy import into your n8n instance.
• ✅ AI RAG Chatbot Automation – Automatically indexes documents from Google Drive and answers questions using Google Gemini.
• ✅ Google Drive Integration – Monitors a selected folder and processes new or updated files automatically.
• ✅ Pinecone Vector Database Integration – Stores AI embeddings for fast and accurate semantic search.
• ✅ Conversation Memory – Enables natural, context-aware conversations with follow-up questions.
• ✅ Step-by-Step Setup Guide – Clear instructions to help you connect your Google Drive, Gemini API, and Pinecone credentials.
• ✅ Lifetime Access – Download and use the workflow whenever you need it.
• ✅ Free Future Updates – Receive any improvements or bug fixes made to this workflow at no additional cost.

Important

This product is a digital download.

You will receive the n8n workflow JSON file only. No software or hosting is included.

You are responsible for connecting your own Google Drive, Google Gemini API, Pinecone account, and n8n instance using your own credentials.

No coding experience is required to import and use the workflow.