Unlock Your Company's Knowledge with AI-Powered Document Search
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Transform your company's internal documents into an intelligent knowledge base. This workflow enables employees to ask questions and get instant, accurate answers sourced directly from your Google Drive files, powered by advanced AI.
About This Workflow
This powerful n8n workflow leverages the capabilities of LangChain, Google Gemini, and Pinecone to create a sophisticated Retrieval Augmented Generation (RAG) system for your company's documents stored in Google Drive. It automatically ingests, processes, and indexes your files, making them searchable via a natural language interface. When an employee asks a question, the AI agent consults your company's knowledge base to provide precise answers, acting as an intelligent HR assistant or a subject matter expert on demand. This eliminates time spent sifting through documents and ensures consistent, reliable information access across your organization.
Key Features
- Intelligent Document Ingestion: Automatically monitors Google Drive for new or updated company documents.
- AI-Powered Search & Q&A: Enables natural language querying of your entire document repository.
- Context-Aware Answers: Provides precise responses derived from your internal policies and information.
- Vector Database Integration: Utilizes Pinecone for efficient and scalable semantic search.
- Customizable AI Assistant: Configure system messages to define the AI's role and tone.
How To Use
- Connect Your Google Drive: Authorize n8n with your Google Drive account.
- Specify Your Document Folder: Designate the Google Drive folder containing your company documents.
- Configure Pinecone: Set up your Pinecone index (e.g.,
company-files) and provide API credentials. - Integrate Google Gemini: Connect your Google Gemini API for embedding and processing text.
- Define AI Behavior: Customize the system message for the AI Agent to guide its responses.
- Trigger Conversations: Initiate conversations through the chat trigger to ask questions.
Apps Used
Workflow JSON
{
"id": "82a0bb29-bbfd-4079-be62-0b3cddd4df5d",
"name": "Unlock Your Company's Knowledge with AI-Powered Document Search",
"nodes": 5,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: 82a0bb29-bbfd...
About the Author
Free n8n Workflows Official
System Admin
The official repository for verified enterprise-grade workflows.
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