Create an AI Chatbot with Google Drive, Llama 3, and Qdrant RAG - n8n Workflow | Neura Market
Create an AI Chatbot with Google Drive, Llama 3, and Qdrant RAG
Set up an AI chatbot that uses Google Drive documents for knowledge retrieval, powered by Llama 3 and Qdrant for context-aware responses.
This workflow enables the creation of an AI-powered chatbot that dynamically retrieves and processes information from documents stored in Google Drive. It leverages the Retrieval-Augmented Generation (RAG) technique, using Qdrant for efficient vector storage and Llama 3 for generating natural language responses. This setup allows the chatbot to provide precise, contextually relevant answers, enhancing customer support, internal knowledge management, and research capabilities.
Platform
n8n
Category
AI
Price
Free
Creator
Priya Desai
stickyNote
googleDrive
agent
googleDriveTrigger
chatTrigger
lmChatOllama
embeddingsOllama
vectorStoreQdrant
documentDefaultDataLoader
textSplitterRecursiveCharacterTextSplitter
How to import this workflow into n8n
1Purchase or download the workflow to get the n8n workflow JSON file.
2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
3Open each node marked with a credential warning and connect your own accounts and API keys.
4Run the workflow once manually to verify the data flow, then toggle it to Active.