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🤖 AI powered RAG chatbot for your docs + Google Drive + Gemini + Qdrant

n8nn8n35 modulesv1.0
OpenAIGoogle DriveTelegramGemini

AI-Powered RAG Chatbot with Google Drive Integration This workflow creates a powerful RAG (Retrieval-Augmented Generation) chatbot that can process, store, and interact with documents from Google Drive using Qdrant vector storage and Google's Gemini AI. How It Works Document Processing & Storage 📚 - Retrieves documents from a specified Google Drive folder - Processes and splits documents into manageable chunks - Extracts metadata using AI for enhanced search capabilities - Stores d

At a glance

🤖 AI powered RAG chatbot for your docs + Google Drive + Gemini + Qdrant is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects OpenAI, Google Drive, Telegram, Gemini. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
OpenAI, Google Drive, Telegram, Gemini
Modules
35
Price
Free
Version
v1.0
🤖 AI powered RAG chatbot for your docs + Google Drive + Gemini + Qdrant workflow diagram

About this workflow

AI-Powered RAG Chatbot with Google Drive Integration This workflow creates a powerful RAG (Retrieval-Augmented Generation) chatbot that can process, store, and interact with documents from Google Drive using Qdrant vector storage and Google's Gemini AI. How It Works Document Processing & Storage 📚 - Retrieves documents from a specified Google Drive folder - Processes and splits documents into manageable chunks - Extracts metadata using AI for enhanced search capabilities - Stores document vectors in Qdrant for efficient retrieval Intelligent Chat Interface 💬 - Provides a conversational interface powered by Google Gemini - Uses RAG to retrieve relevant context from stored documents - Maintains chat history in Google Docs for reference - Delivers accurate, context-aware responses Vector Store Management 🗄️ - Features secure delete operations with human verification - Includes Telegram notifications for important operations - Maintains data integrity with proper version control - Supports batch processing of documents Setup Steps 1. Configure API Credentials: - Set up Google Drive & Docs access - Configure Gemini AI API - Set up Qdrant vector store connection - Add Telegram bot for notifications - Add OpenAI Api Key to the 'Delete Qdrant Points by File ID' node 2. Configure Document Sources: - Set Google Drive folder ID - Define Qdrant collection name - Set up document processing parameters 3. Test and Deploy: - Verify document processing - Test chat functionality - Confirm vector store operations - Check notification system This workflow is ideal for organizations needing to create intelligent chatbots that can access and understand large document repositories while maintaining context and providing accurate responses through RAG technology.

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How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

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