@n8n/n8n-nodes-langchain.vectorstoreqdrant
90 workflows using this node.
What is the @n8n/n8n-nodes-langchain.vectorstoreqdrant node used for in n8n workflows?
@n8n/n8n-nodes-langchain.vectorstoreqdrant n8n workflows are automation templates that use the @n8n/n8n-nodes-langchain.vectorstoreqdrant node as part of a reusable workflow. Builders use these templates to inspect how the node connects with triggers, data transformation steps, app integrations, notifications, storage, or AI-powered actions inside n8n. Each workflow listing includes a title, summary, author attribution, categories, complexity level, source links when available, and a downloadable JSON file for review before import. Use this page to compare practical examples, understand the surrounding nodes, and choose a template that can be safely tested and adapted in your own n8n workspace.
n8n-n8n-nodes-langchain-vectorstoreqdrant 
Local chatbot with retrieval augmented generation (RAG)
Build a 100% local RAG with n8n, Ollama and Qdrant. This agent uses a semantic database (Qdrant) to answer questions...
Build and update RAG system with Google Drive, Qdrant, and Gemini Chat
This workflow automates the creation and management of a Retrieval Augmented Generation (RAG) system using Qdrant as...
Create adaptive RAG chat agent with Google Gemini and Qdrant
Unlock adaptive, context aware AI chat in your automations—no coding required! This template is a plug and play n8n w...
Build a RAG system with automatic citations using Qdrant, Gemini & OpenAI
This workflow implements a Retrieval Augmented Generation (RAG) system that: Stores vectorized documents in Qdrant ,...
Build a document-based AI chatbot with Google Drive, Llama 3, and Qdrant RAG
Overview This template allows users to set up an AI powered chatbot that retrieves and processes knowledge from Googl...
Automated book summarization with DeepSeek AI, Qdrant Vector DB & Google Drive
AI Book Summarizer with Vector Search – n8n Automation Overview This n8n workflow automates the process of summarizin...
Build a multi-functional Telegram bot with Gemini, RAG PDF search & Google Suite
The Ultimate Beginner's Guide to an AI Powered Telegram Assistant (PDF, Brave search & Google Suite) This comprehensi...
Build a PDF Document RAG System with Mistral OCR, Qdrant and Gemini AI
This workflow is designed to process PDF documents using Mistral's OCR capabilities, store the extracted text in a Qd...
AI-powered RAG Q&A chatbot with OpenAI, Google Sheets, Glide & Supabase
Automate AI Powered RAG System with Contextual Q&A, Google Sheets Integration, and Glide Frontend—Powered by n8n, Ope...
Adaptive RAG with Google Gemini & Qdrant: context-aware query answering
Description This workflow automatically classifies user queries and retrieves the most relevant information based on...
AI-powered auto-generate exam questions and answers from Google Docs with Gemini
This workflow automates the creation of exam questions ( both open ended and multiple choice ) from educational conte...
Build an on-premises AI Kaggle competition assistant with Qdrant RAG and Ollama
LLM/RAG Kaggle Development Assistant An on premises, domain specific AI assistant for Kaggle (tested on binary disast...
Generate AI News LinkedIn Posts with GPT-4o-mini, NewsAPI, and Qdrant
Overview Automated LinkedIn content generator that: Fetches trending AI news using NewsAPI Enhances content with Qdra...
Build a chatbot, voice and phone agent with Voiceflow, Google Calendar and RAG
Voiceflow is a no code platform that allows you to design, prototype, and deploy conversational assistants across mul...
Build your own Qdrant vector store MCP server
This n8n demonstrates how to build your own Qdrant MCP server to extend its functionality beyond that of the official...
Build an AI powered phone agent 📞🤖 with Retell, Google Calendar and RAG
This Workflow simulates an AI powered phone agent with RetellAI with two main functions: 1. Appointment Booking – It...
Loading JSON via FTP to Qdrant vector database embedding pipeline
This workflow is designed for one purpose only, to bulk upload structured JSON articles from an FTP server into a Qdr...
Adaptive RAG strategy with query classification & retrieval (Gemini & Qdrant)
This n8n workflow implements a version of the Adaptive Retrieval Augmented Generation (RAG) framework. It recognizes...
Slack AI chatbot for business team with RAG, Claude 3.7 Sonnet and Google Drive
Imagine having an AI chatbot on Slack that seamlessly integrates with your company’s workflow, automating repetitive...
AI YouTube playlist & video analyst chatbot
AI YouTube Playlist & Video Analyst Chatbot This n8n workflow transforms entire YouTube playlists or single videos in...
WooCommerce AI post-sales chatbot with GPT-4o, RAG, Google Drive and Telegram
This WooCommerce integrated chatbot is designed to transform post sales customer support by combining automation and...
Youtube RAG search with frontend using Apify, Qdrant and AI
Ever wanted to build your own RAG search over Youtube videos? Well, now you can! This n8n template shows how you can...
Bitrix24 AI-Powered RAG Chatbot for Open Line Channels
Transform your Bitrix24 Open Line channels with an intelligent chatbot that leverages Retrieval Augmented Generation...
🤖 AI powered RAG chatbot for your docs + Google Drive + Gemini + Qdrant
AI Powered RAG Chatbot with Google Drive Integration This workflow creates a powerful RAG (Retrieval Augmented Genera...