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Integrate Default Data Loader in your LLM apps and 422+ apps and services
Use Default Data Loader to easily build AI-powered applications and integrate them
with 422+ apps and services. n8n lets you seamlessly import data from files, websites, or databases into
your LLM-powered application and create automated scenarios.
Popular ways to use the Default Data Loader integration
HTTP Request- Switch
- Sticky Note
- +12
Building Your First WhatsApp Chatbot
Jimleuk
Verified Creator
- HTTP Request
Merge- Edit Fields (Set)
- +9
Scrape and summarize webpages with AI
n8n Team
Verified Creator
- Edit Fields (Set)
Google Drive- Sticky Note
- +10
Chat with PDF docs using AI (quoting sources)
David Roberts
Verified Creator
- Google Drive
Google Drive Trigger- Sticky Note
- +9
RAG Chatbot for Company Documents using Google Drive and Gemini
Mihai Farcas
Verified Creator
- HTTP Request
- If
- Merge
- +15
AI Agent To Chat With Files In Supabase Storage
Mark Shcherbakov
Verified Creator
- If
- Merge
- Edit Fields (Set)
- +21
🤖 AI Powered RAG Chatbot for Your Docs + Google Drive + Gemini + Qdrant
Joseph LePage
Verified Creator
- HTTP Request
Webhook- Google Drive
- +11
AI Voice Chatbot with ElevenLabs & OpenAI for Customer Service and Restaurants
Davide
Verified Creator
- HTTP Request
- Edit Fields (Set)
Telegram- +14
HR & IT Helpdesk Chatbot with Audio Transcription
Felipe Braga
- HTTP Request
- If
- Webhook
- +13
Complete business WhatsApp AI-Powered RAG Chatbot using OpenAI
Davide
Verified Creator
- RSS Read
- Edit Fields (Set)
Gmail- +10
Personalized AI Tech Newsletter Using RSS, OpenAI and Gmail
Miha
Verified Creator
- HTTP Request
- Edit Fields (Set)
- Switch
- +15
AI-Powered WhatsApp Chatbot for Text, Voice, Images, and PDF with RAG
NovaNode
Verified Creator
GitHub- HTTP Request
- Merge
- +16
Building RAG Chatbot for Movie Recommendations with Qdrant and Open AI
Jenny
Verified Creator
- Email Trigger (IMAP)
- Send Email
- HTTP Request
- +14
Effortless Email Management with AI-Powered Summarization & Review
Davide
Verified Creator
- HTTP Request
- If
- No Operation, do nothing
- +19
Advanced AI Demo (Presented at AI Developers #14 meetup)
Max Tkacz
Verified Creator
- Edit Fields (Set)
- Google Drive
Supabase- +9
Supabase Insertion & Upsertion & Retrieval
Ria
Verified Creator
Google Sheets- HTTP Request
- If
- +22
API Schema Extractor
Polina Medvedieva
Verified Creator
- HTTP Request
- Sticky Note
- Manual Trigger
- +9
Chat with GitHub API Documentation: RAG-Powered Chatbot with Pinecone & OpenAI
Mihai Farcas
Verified Creator
- Google Drive
- Manual Trigger
- Summarization Chain
- +3
Load and summarize Google Drive files with AI
n8n Team
Verified Creator
- Merge
- Edit Fields (Set)
- Loop Over Items (Split in Batches)
- +19
Breakdown Documents into Study Notes using Templating MistralAI and Qdrant
Jimleuk
Verified Creator
- HTTP Request
- Edit Fields (Set)
- Webhook
- +14
Build a Chatbot, Voice and Phone Agent with Voiceflow, Google Calendar and RAG
Davide
Verified Creator
- HTTP Request
- Edit Fields (Set)
- Loop Over Items (Split in Batches)
- +16
Build a PDF Document RAG System with Mistral OCR, Qdrant and Gemini AI
Davide
Verified Creator
- HTTP Request
- If
- Edit Fields (Set)
- +13
Build a Financial Documents Assistant using Qdrant and Mistral.ai
Jimleuk
Verified Creator
- If
- Telegram
Telegram Trigger- +11
Telegram chat with PDF
felipe biava cataneo
- Edit Fields (Set)
- Telegram
- Telegram Trigger
- +15
Document Q&A Chatbot with Gemini AI and Supabase Vector Search for Telegram
Mohammad Ghaffarifar
- HTTP Request
- Edit Fields (Set)
- Webhook
- +16
Build an AI Powered Phone Agent 📞🤖 with Retell, Google Calendar and RAG
Davide
Verified Creator
- Google Sheets
- Loop Over Items (Split in Batches)
- Google Drive
- +11
AI-Powered RAG Workflow For Stock Earnings Report Analysis
Mihai Farcas
Verified Creator
- Gmail
- Sticky Note
Code- +9
AI: Summarize podcast episode and enhance using Wikipedia
n8n Team
Verified Creator
- No Operation, do nothing
- Loop Over Items (Split in Batches)
Notion- +14
Upsert huge documents in a vector store with Supabase and Notion
Mario
Verified Creator
- Cron
- Google Sheets
- If
- +21
Build an AI-Powered Tech Radar Advisor with SQL DB, RAG, and Routing Agents
Sean Lon
Verified Creator
- No Operation, do nothing
- Gmail
- Sticky Note
- +14
Automate Email & Calendar Management with Gmail, Google Calendar & GPT-4o AI
AOE Agent Lab
- Email Trigger (IMAP)
- Send Email
- HTTP Request
- +14
AI-Powered Email Automation for Business: Summarize & Respond with RAG
Davide
Verified Creator
- No Operation, do nothing
- Loop Over Items (Split in Batches)
- Google Drive
- +14
Automate SIEM Alert Enrichment with MITRE ATT&CK, Qdrant & Zendesk in n8n
Angel Menendez
Verified Creator
- HTTP Request
- Edit Fields (Set)
- Google Drive
- +13
Personal Shopper Chatbot for WooCommerce with RAG using Google Drive and openAI
Davide
Verified Creator
- Google Drive
- Google Drive Trigger
- Code
- +8
IT Support Chatbot with Google Drive, Pinecone & Gemini | AI Doc Processing
AI Incarnation
- HTTP Request
- Merge
Postgres- +20
WordPress - AI Chatbot to enhance user experience - with Supabase and OpenAI
Dataki
Verified Creator
- Google Sheets
- HTTP Request
- Edit Fields (Set)
- +13
Community Insights using Qdrant, Python and Information Extractor
Jimleuk
Verified Creator
- Sticky Note
- AI Agent
Embeddings OpenAI- +5
RAG Starter Template using Simple Vector Stores, Form trigger and OpenAI
n8n Team
Verified Creator
- HTTP Request
- Edit Fields (Set)
- Loop Over Items (Split in Batches)
- +18
Build a Tax Code Assistant with Qdrant, Mistral.ai and OpenAI
Jimleuk
Verified Creator
- Edit Fields (Set)
- Loop Over Items (Split in Batches)
- Google Drive
- +10
RAG:Context-Aware Chunking | Google Drive to Pinecone via OpenRouter & Gemini
Udit Rawat
Verified Creator
- Edit Image
- Merge
- Edit Fields (Set)
- +8
Generating Image Embeddings via Textual Summarisation
Jimleuk
Verified Creator
Google Docs- Sticky Note
- Manual Trigger
- +8
Build a Knowledge Base Chatbot with OpenAI, RAG and MongoDB Vector Embeddings
NovaNode
Verified Creator
- HTTP Request
Slack- Google Drive
- +11
Slack AI Chatbot for business team with RAG, Claude 3.7 Sonnet and Google Drive
Davide
Verified Creator
Airtable- Edit Image
- HTTP Request
- +26
Scale Deal Flow with a Pitch Deck AI Vision, Chatbot and QDrant Vector Store
Jimleuk
Verified Creator
- Function
- HTTP Request
- If
- +34
🤖 AI Restaurant Assistant for WhatsApp, Instagram & Messenger
Amanda Benks
Verified Creator
- Google Sheets
- HTTP Request
- Edit Fields (Set)
- +13
Customer Insights with Qdrant, Python and Information Extractor
Jimleuk
Verified Creator
- Notion
Notion Trigger- Sticky Note
- +6
Store Notion's Pages as Vector Documents into Supabase with OpenAI
Dataki
Verified Creator
- Edit Fields (Set)
- Google Drive
- Switch
- +13
Smart Email Assistant: Automate Customer Support with AI & Supabase
Badr
Verified Creator
- HTTP Request
- Merge
- Edit Fields (Set)
- +14
Recipe Recommendations with Qdrant and Mistral
Jimleuk
Verified Creator
- Edit Fields (Set)
- Loop Over Items (Split in Batches)
- Google Drive
- +19
AI-Powered RAG Document Processing & Chatbot with Google Drive, Supabase, OpenAI
Billy Christi
Verified Creator
- Edit Fields (Set)
- Telegram
- Telegram Trigger
- +12
Self-Learning AI Assistant with Permanent Memory | GPT,Telegram & Pinecone RAG
Tianyi
Verified Creator
- HTTP Request
- If
- Merge
- +20
AI Agent To Chat With Files In Supabase Storage and Google Drive
Mark Shcherbakov
Verified Creator
- Function
- HTTP Request
- If
- +18
Bitrix24 AI-Powered RAG Chatbot for Open Line Channels
Ferenc Erb
Verified Creator
- Google Sheets
- HTTP Request
- If
- +36
🐶 AI Agent for PetShop Appointments (Agente de IA para agendamentos de PetShop)
Bruno Dias
Verified Creator
Dropbox- Email Trigger (IMAP)
- Execute Command
- +83
Explore n8n Nodes in a Visual Reference Library
I versus AI
- If
- Postgres
- Edit Fields (Set)
- +18
Interactive Knowledge Base Chat with Supabase RAG using AI 📚💬
Immanuel
Verified Creator
- HTTP Request
- If
- Merge
- +36
🤖 AI-Powered WhatsApp Assistant for Restaurants & Delivery Automation
Bruno Dias
Verified Creator
- Loop Over Items (Split in Batches)
- Google Drive
- Switch
- +8
📥 Transform Google Drive Documents into Vector Embeddings
Alex Kim
Verified Creator
- Notion
- Notion Trigger
- Filter
- +5
Notion to Pinecone Vector Store Integration
Udit Rawat
Verified Creator
- Webhook
- Google Drive
- Gmail
- +15
Personal Portfolio CV Rag Chatbot - with Conversation Store and Email Summary
Sean Lon
Verified Creator
- HTTP Request
- If
- No Operation, do nothing
- +23
Youtube RAG search with Frontend using Apify, Qdrant and AI
Jimleuk
Verified Creator
- Google Sheets
- HTTP Request
- If
- +14
Survey Insights with Qdrant, Python and Information Extractor
Jimleuk
Verified Creator
- HTTP Request
- Edit Fields (Set)
- Google Drive
- +14
WooCommerce AI Post-Sales Chatbot with GPT-4o, RAG, Google Drive and Telegram
Davide
Verified Creator
- Edit Fields (Set)
BambooHR- Sticky Note
- +20
BambooHR AI-Powered Company Policies and Benefits Chatbot
Ludwig
Verified Creator
- Sticky Note
- AI Agent
- Embeddings OpenAI
- +6
Save Costs In RAG Workflows using the Q&A Tool With Multiple Models
Niklas Hatje
Verified Creator
- If
- Merge
- Postgres
- +22
AI Personal Assistant with GPT-4o, RAG & Voice for WhatsApp using Supabase
Amanda Benks
Verified Creator
- Google Drive
- Google Drive Trigger
- Sticky Note
- +7
Build & Query RAG System with Google Drive, OpenAI GPT-4o-mini, and Pinecone
David Olusola
Verified Creator
- Edit Fields (Set)
- Telegram
- Telegram Trigger
- +11
Build a Chatbot with Reinforced Learning Human Feedback (RLHF) and RAG
NovaNode
Verified Creator
- HTTP Request
- If
- Loop Over Items (Split in Batches)
- +17
Document Analysis & Chatbot Creation with Llama Parser, Gemini LLM & Pinecone DB
pavith
- Function
- HTTP Request
- If
- +34
🐶 AI Petshop Assistant with GPT-4o, Google Calendar & WhatsApp/Instagram/FB
Amanda Benks
Verified Creator
- HTTP Request
- If
- Merge
- +19
AI YouTube Playlist & Video Analyst Chatbot
dmr
- Google Drive
- Google Drive Trigger
- Sticky Note
- +9
Build a Document QA System with RAG using Milvus, Cohere, and OpenAI for Google Drive
Aitor | 1Node
Verified Creator
- Webhook
- Sticky Note
- AI Agent
- +7
Travel Planning Assistant with MongoDB Atlas, Gemini LLM and Vector Search
Pavel Duchovny
- Google Sheets
- No Operation, do nothing
- Edit Fields (Set)
- +13
Evaluation metric example: RAG document relevance
David Roberts
Verified Creator
- HTTP Request
- Edit Fields (Set)
- Sticky Note
- +10
Create AI-Ready Vector Datasets for LLMs with Bright Data, Gemini & Pinecone
Ranjan Dailata
Verified Creator
- Merge
- Edit Fields (Set)
- Switch
- +16
Build an On-Premises AI Kaggle Competition Assistant with Qdrant RAG and Ollama
JHH
- HTTP Request
- If
- Edit Fields (Set)
- +14
Build your own Qdrant Vector Store MCP server
Jimleuk
Verified Creator
- If
- No Operation, do nothing
- Postgres
- +12
Gmail to Vector Embeddings with PGVector and Ollama
Alfonso Corretti
Verified Creator
- Loop Over Items (Split in Batches)
- Google Drive
- Google Drive Trigger
- +5
Index Documents from Google Drive to Pinecone with OpenAI Embeddings for RAG
Automate With Marc
Verified Creator
- HTTP Request
- If
- Edit Fields (Set)
- +8
Search & Summarize Web Data with Perplexity, Gemini AI & Bright Data to Webhooks
Ranjan Dailata
Verified Creator
- HTTP Request
- If
- Merge
- +19
Create an Automated Customer Support Assistant with GPT-4o and GoHighLevel SMS
Cyril Nicko Gaspar
Verified Creator
- HTTP Request
- If
- Edit Fields (Set)
- +14
Build Custom Workflows Automatically with GPT-4o, RAG, and Web Search
Franz
- Google Sheets
- HTTP Request
- Loop Over Items (Split in Batches)
- +17
AI-Powered Auto-Generate Exam Questions and Answers from Google Docs with Gemini
Davide
Verified Creator
- Sticky Note
- AI Agent
Ollama Chat Model- +7
Local Chatbot with Retrieval Augmented Generation (RAG)
Thomas Janssen
- HTTP Request
- Edit Fields (Set)
- Webhook
- +14
AI-Powered RAG Q&A Chatbot with OpenAI, Google Sheets, Glide & Supabase
Sam Yassine
Verified Creator
- HTTP Request
- Edit Fields (Set)
- Sticky Note
- +12
Create a RAG System with Paul Essays, Milvus, and OpenAI for Cited Answers
Cheney Zhang
Verified Creator
- Loop Over Items (Split in Batches)
- FTP
- Sticky Note
- +5
Loading JSON via FTP to Qdrant Vector Database Embedding Pipeline
Ghaith Alsirawan
- HTTP Request
- If
- Edit Fields (Set)
- +7
Summarize Glassdoor Company Info with Google Gemini and Bright Data Web Scraper
Ranjan Dailata
Verified Creator
- HTTP Request
- If
- Edit Fields (Set)
- +8
Generate Company Stories from LinkedIn with Bright Data & Google Gemini
Ranjan Dailata
Verified Creator
- Airtable
- Merge
- Loop Over Items (Split in Batches)
- +14
Document-Based Chatbot with Memory using OpenAI, Pinecone and Google Drive
Sally
- If
- No Operation, do nothing
- Edit Fields (Set)
- +15
Auto-assign Support Tickets with JIRA, Supabase and AI
Jimleuk
Verified Creator
- Sticky Note
- Manual Trigger
- Question and Answer Chain
- +8
Basic RAG chat
JustinLee
- HTTP Request
- Edit Fields (Set)
- Loop Over Items (Split in Batches)
- +21
Build a Multi-functional Telegram Bot with Gemini, RAG PDF Search & Google Suite
Issam AGGOUR
Verified Creator
- Airtable
- HTTP Request
- Edit Fields (Set)
- +9
🚀 Process YouTube Transcripts with Apify, OpenAI & Pinecone Database
Adyl Itto
- Webhook
- Sticky Note
- AI Agent
- +6
Travel Planning Agent with Couchbase Vector Search, Gemini 2.0 Flash and OpenAI
Elliot Scribner
- HTTP Request
- Sticky Note
- Manual Trigger
- +10
Paul Graham Essay Search & Chat with Milvus Vector Database
Cheney Zhang
Verified Creator
- HTTP Request
- Sticky Note
- Manual Trigger
- +11
Create a Paul Graham Essay Q&A System with OpenAI and Milvus Vector Database
Cheney Zhang
Verified Creator
- HTTP Request
- No Operation, do nothing
- Edit Fields (Set)
- +13
Evaluate RAG Response Accuracy with OpenAI: Document Groundedness Metric
Jimleuk
Verified Creator
- If
- Edit Fields (Set)
- Webhook
- +12
WhatsApp Group Chat with Your Vector Database — No Facebook Business Required
Cecilia
- Postgres
- Edit Fields (Set)
- Loop Over Items (Split in Batches)
- +16
Telegram AI Chatbot with Document-Based Answers using OpenAI and PGVector RAG
Victor Gold
Verified Creator
- Google Sheets
- HTTP Request
- If
- +13
Generate Riddle Shorts & Post on YouTube with Sonnet 3.5, Pinecone & Creatomate
Joseph
Verified Creator
- HTTP Request
- If
- Edit Fields (Set)
- +9
Extract & Summarize Bing Copilot Search Results with Gemini AI and Bright Data
Ranjan Dailata
Verified Creator
- HTTP Request
- Merge
- Edit Fields (Set)
- +15
Build a RAG System with Automatic Citations using Qdrant, Gemini & OpenAI
Davide
Verified Creator
- If
- Edit Fields (Set)
- Google Drive
- +18
AI Email Auto-Responder System- AI RAG Agent for Email Inbox
LukaszB
Verified Creator
- Google Sheets
- If
- Merge
- +27
AI-Powered MIS Agent
Kumar Shivam
Verified Creator
- HTTP Request
- Google Drive
- Google Drive Trigger
- +13
Automated Book Summarization with DeepSeek AI, Qdrant Vector DB & Google Drive
Adam Crafts
Verified Creator
- HTTP Request
- Merge
- Edit Fields (Set)
- +7
Export Wordpress to PineCone Vector Store
Niten Musa
Verified Creator
- Google Sheets
- HTTP Request
- If
- +12
Smart Customer Support System with GPT-4o, Gmail, Slack & Drive Knowledge Base'
David Olusola
Verified Creator
- Airtable
Airtable Trigger- Sticky Note
- +7
Automated Expense Approval System with GPT-4, Airtable & Pinecone Vector DB
Yaron Been
Verified Creator
- Google Drive
- Sticky Note
- Manual Trigger
- +7
AI-Powered Accounting Reports from Sabre EDI with GPT-4 and Pinecone RAG
Mohan Gopal
- If
- Supabase
- Sticky Note
- +10
AI-Powered Restaurant Order and Menu Management with WhatsApp and Google Gemini
Tamer
Verified Creator
- HTTP Request
- Edit Fields (Set)
- Loop Over Items (Split in Batches)
- +12
Build and Update RAG System with Google Drive, Qdrant, and Gemini Chat
Davide
Verified Creator
- Google Drive
- Google Drive Trigger
- Sticky Note
- +7
Build a Document-based AI Chatbot with Google Drive, Llama 3, and Qdrant RAG
Mohsin
Documentation
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