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Connect Default Data Loader in your LLM apps and 422+ apps and services
Use Default Data Loader to easily build AI-powered applications and connect 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 connection
Building your first WhatsApp chatbot
Scrape and summarize webpages with AI
RAG chatbot for company documents using Google Drive and Gemini
AI-powered WhatsApp chatbot for text, voice, images, and PDF with RAG
Local chatbot with retrieval augmented generation (RAG)
Chat with PDF docs using AI (quoting sources)
RAG Starter Template using Simple Vector Stores, Form trigger and OpenAI
🤖 AI powered RAG chatbot for your docs + Google Drive + Gemini + Qdrant
AI agent to chat with files in Supabase Storage
Personalized AI tech newsletter using RSS, OpenAI and Gmail
AI voice chatbot with ElevenLabs & OpenAI for customer service and restaurants
Community insights using Qdrant, Python and Information Extractor
Build a PDF Document RAG System with Mistral OCR, Qdrant and Gemini AI
Complete business WhatsApp AI-powered RAG chatbot using OpenAI
HR & IT helpdesk chatbot with audio transcription
Load and summarize Google Drive files with AI
Building RAG chatbot for movie recommendations with Qdrant and Open AI
Build custom workflows automatically with GPT-4o, RAG, and web search
🤖 Create a Documentation Expert Bot with RAG, Gemini, and Supabase
Build a chatbot, voice and phone agent with Voiceflow, Google Calendar and RAG
Effortless email management with AI-powered summarization & review
Automate sales cold calling pipeline with Apify, GPT-4o, and WhatsApp
Chat with GitHub API documentation: RAG-powered chatbot with Pinecone & OpenAI
Api schema extractor
Supabase insertion & upsertion & retrieval
Breakdown documents into study notes using templating MistralAI and Qdrant
Build an AI powered phone agent 📞🤖 with Retell, Google Calendar and RAG
Advanced AI demo (presented at AI Developers #14 meetup)
Automate email & calendar management with Gmail, Google Calendar & GPT-4o AI
Document Q&A chatbot with Gemini AI and Supabase vector search for Telegram
Build a financial documents assistant using Qdrant and Mistral.ai
Telegram chat with PDF
🤖 Build a Documentation Expert Chatbot with Gemini RAG Pipeline
AI-powered RAG workflow for stock earnings report analysis
AI-powered email automation for business: Summarize & respond with RAG
Company knowledge base agent (RAG)
Explore n8n nodes in a visual reference library
Build an AI-powered tech radar advisor with SQL DB, RAG, and routing agents
Automate SIEM alert enrichment with MITRE ATT&CK, Qdrant & Zendesk in n8n
Upsert huge documents in a vector store with Supabase and Notion
Build a knowledge base chatbot with OpenAI, RAG and MongoDB vector embeddings
Personal shopper chatbot for WooCommerce with RAG using Google Drive and openAI
AI: summarize podcast episode and enhance using Wikipedia
AI-Powered RAG Document Processing & Chatbot with Google Drive, Supabase, OpenAI
WordPress - AI chatbot to enhance user experience - with Supabase and OpenAI
Build a weekly AI trend alerter with arXiv and Weaviate
IT support chatbot with Google Drive, Pinecone & Gemini | AI doc processing
Create a multi-modal Telegram support bot with GPT-4 and Supabase RAG
Build a tax code assistant with Qdrant, Mistral.ai and OpenAI
RAG: context-aware chunking | Google Drive to Pinecone via OpenRouter & Gemini
Build a PDF-based RAG system with OpenAI, Pinecone and Cohere reranking
Save Costs In RAG Workflows using the Q&A Tool With Multiple Models
Slack AI chatbot for business team with RAG, Claude 3.7 Sonnet and Google Drive
Generating image embeddings via textual summarisation
Ai agent to chat with files in Supabase Storage and Google Drive
Build an All-Source Knowledge Assistant with Claude, RAG, Perplexity, and Drive
📥 Transform Google Drive documents into vector embeddings
WhatsApp RAG chatbot with Supabase, Gemini 2.5 Flash, and OpenAI embeddings
Local document question answering with Ollama AI, Agentic RAG & PGVector
🤖 AI restaurant assistant for WhatsApp, Instagram & Messenger
Scale deal flow with a Pitch Deck AI vision, chatbot and QDrant vector store
Build and update RAG system with Google Drive, Qdrant, and Gemini Chat
Recipe recommendations with Qdrant and Mistral
Store Notion's Pages as Vector Documents into Supabase with OpenAI
Bitrix24 AI-Powered RAG Chatbot for Open Line Channels
Customer insights with Qdrant, Python and information extractor
Build a chatbot with Reinforced Learning Human Feedback (RLHF) and RAG
Smart email assistant: automate customer support with AI & Supabase
🐶 AI agent for PetShop appointments (Agente de IA para agendamentos de PetShop)
Self-learning AI assistant with permanent memory | GPT,Telegram & Pinecone RAG
Basic RAG chat
Interactive knowledge base chat with Supabase RAG using AI 📚💬
Multi-platform AI sales agent with RAG, CRM logging & appointment booking
Build & query RAG system with Google Drive, OpenAI GPT-4o-mini, and Pinecone
🤖 AI-powered WhatsApp assistant for restaurants & delivery automation
Build an on-premises AI Kaggle competition assistant with Qdrant RAG and Ollama
Personal portfolio CV Rag chatbot - with conversation store and email summary
Build an MCP server which answers questions with retrieval augmented generation
Real-time email RAG assistant with Gmail, OpenAI GPT, and PGVector
Youtube RAG search with frontend using Apify, Qdrant and AI
Document analysis & chatbot creation with Llama Parser, Gemini LLM & Pinecone DB
Build a WhatsApp assistant with memory, Google Suite & multi-AI research and imaging
Notion to Pinecone vector store integration
Document-based chatbot with memory using OpenAI, Pinecone and Google Drive
AI personal assistant with GPT-4o, RAG & voice for WhatsApp using Supabase
Evaluation metric example: RAG document relevance
WooCommerce AI post-sales chatbot with GPT-4o, RAG, Google Drive and Telegram
Index Documents from Google Drive to Pinecone with OpenAI Embeddings for RAG
Create a private document Q&A system with Llama3, Postgres, Qdrant and Google Drive
Create an automated customer support assistant with GPT-4o and GoHighLevel SMS
Survey insights with Qdrant, Python and Information Extractor
Travel planning assistant with MongoDB Atlas, Gemini LLM and vector search
BambooHR AI-powered company policies and benefits chatbot
Create a knowledge base chatbot with Google Drive & GPT-4o using vector search
Build a document QA system with RAG using Milvus, Cohere, and OpenAI for Google Drive
Run a self-hosted multi-channel AI assistant with Claude, Gemini and Gmail
AI-powered auto-generate exam questions and answers from Google Docs with Gemini
Gmail to vector embeddings with PGVector and Ollama
Process documents with recursive chunking using Google Drive, OpenAI & Gemini RAG
Build a RAG system with automatic citations using Qdrant, Gemini & OpenAI
Create your own Qdrant vector store MCP server
Build website Q&A chatbot with RAG, OpenAI GPT-4o-mini and Supabase Vector DB
AI YouTube playlist & video analyst chatbot
🐶 AI Petshop Assistant with GPT-4o, Google Calendar & WhatsApp/Instagram/FB
Create AI-summarized email digests from Gmail labels with OpenAI O4-Mini
Smarter RAG agents with enriched retrieval and modular workflows
Document Q&A with RAG: Query PDF content using Weaviate and OpenAI
Create AI-ready vector datasets for LLMs with Bright Data, Gemini & Pinecone
Filter cybersecurity news for your tech stack (OpenAI + Pinecone RAG)
Automate ITSM ticket classification and resolution using Gemini, Qdrant and ServiceNow
AI-powered accounting reports from Sabre EDI with GPT-4 and Pinecone RAG
Chat with Google Drive documents using GPT, Pinecone, and RAG
Chat with internal documents using Ollama, Supabase Vector DB & Google Drive
Create a RAG system with Paul Essays, Milvus, and OpenAI for cited answers
Create a company policy chatbot with RAG, Pinecone vector database, and OpenAI
Search & summarize web data with Perplexity, Gemini AI & Bright Data to webhooks
Customer support chatbot with RAG using OpenAI and Pinecone
AI-powered restaurant order and menu management with WhatsApp and Google Gemini
Build persistent chat memory with GPT-4o-mini and Qdrant vector database
Auto-assign support tickets with JIRA, Supabase and AI
Loading JSON via FTP to Qdrant vector database embedding pipeline
Gmail assistant with full Gmail history RAG using OpenAI
Document-based AI chatbot with RAG, OpenAI and Cohere reranker
Document RAG & chat agent: Google Drive to Qdrant with Mistral OCR
Summarize Glassdoor company info with Google Gemini and Bright Data web scraper
Conversational WhatsApp assistant with Gemini AI and Pinecone memory
Index Google Drive files into a Supabase vector store with OpenAI embeddings
WhatsApp group chat with your vector database — no Facebook Business required
Evaluate RAG response accuracy with OpenAI: document groundedness metric
Create a self-updating RAG chatbot with Google Drive, Gemini, and Supabase
Build a retrieval-based chatbot with Telegram, OpenAI and Google Drive PDF backup
Website chatbot with Google Drive knowledge base using GPT-4 and Mistral AI
Automate web research with GPT-4, Claude & Apify for content analysis and insights
Automate document ingestion & RAG system with Google Drive, Sheets & OpenAI
Generate business requirement documents with Multi-agent GPT & Google Workspace
Answer WhatsApp questions from PDF documents using RAG, Google Drive and Pinecone
Build a multi-functional Telegram bot with Gemini, RAG PDF search & Google Suite
Reduce LLM Costs with Semantic Caching using Redis Vector Store and HuggingFace
Create AI support assistant for any device with GPT-4-mini & Pinecone
Personalized email automation using Google Docs, Pinecone, GPT-4o and Gmail
Answer questions from documents with RAG using Supabase, OpenAI & Cohere reranker
Generate SEO-optimized blog content with Gemini, Scrapeless and Pinecone RAG
Enhance customer support with RAG-powered AI
AI-powered stock analysis with AI scoring and Gmail report delivery
Paul Graham essay search & chat with Milvus vector database
Build a self-updating RAG system with OpenAI, Qdrant and Google Drive
Build a comprehensive multimodal assistant on Telegram with OpenAI, SERP and Vector Store
Build a PDF search system with Mistral OCR and Weaviate DB
Gmail smart auto-responder with GPT-4o and Google Drive context memory
Automated book summarization with DeepSeek AI, Qdrant Vector DB & Google Drive
Convert tour PDFs to vector database using Google Drive, LangChain & OpenAI
AI-powered RAG Q&A chatbot with OpenAI, Google Sheets, Glide & Supabase
AI study assistant with RAG - Google Gemini with Drive & Supabase vector search
Build a RAG agent with n8n Lab, Qdrant & OpenAI
Automatic job listings extraction and publishing template
Document Q&A system with OpenAI GPT, Pinecone Vector DB & Google Drive integration
Summarize Google Play Store reviews with GPT-4-mini, Pinecone & Slack alerts
Airline web check-in data extraction with Ollama AI, Google Sheets & Postgres Vector DB
Travel planning agent with Couchbase vector search, Gemini 2.0 Flash and OpenAI
Build a ServiceNow knowledge chatbot with OpenAI and Qdrant RAG
Automate stock trades with AI-driven technical analysis & Alpaca Trading
Automated Slack IT helpdesk with GPT, Supabase vector search, and JIRA ticketing
Create personal data vector store from Google Sheets with OpenAI & Gemini AI
Pdf RAG agent with Telegram chat & auto-ingestion from Google Drive
IPL cricket rules Q&A chat bot using RAG and Google Gemini API
Handle WhatsApp sales queries with GPT-4, Supabase, and a product catalog
WhatsApp AI assistant for Q&A & bookings with Gemini, Pinecone & Google Sheets
Create a Paul Graham essay Q&A system with OpenAI and Milvus vector database
Build a RAG knowledge chatbot with OpenAI, Google Drive, and Supabase
AI-powered MIS agent
AI blog automation: Publish hourly SEO articles to WordPress & Twitter v3
From sitemap crawling to vector storage: Creating an efficient workflow for RAG
PDF proposal knowledge base with S3, OpenAI GPT-4o & Qdrant RAG agent
Website content chatbot with Pinecone, Airtable & OpenAI for RAG applications
Generate riddle shorts & post on YouTube with Sonnet 3.5, Pinecone & Creatomate
🚀 Process YouTube transcripts with Apify, OpenAI & Pinecone database
Voice AI chatbot with OpenAI, RAG (Qdrant) & Guardrails for WordPress
Automated email classification & response system with Groq AI and Pinecone
Generate company stories from LinkedIn with Bright Data & Google Gemini
Telegram AI chatbot with document-based answers using OpenAI and PGVector RAG
Process documents & build semantic search with OpenAI, Gemini & Qdrant
Ai-powered email triage & auto-response system with OpenAI agents & Gmail
Ai voice & text note-taking with LINE Messaging, Supabase Vector DB & Gmail
Generate LinkedIn posts from books using OpenAI, LangChain & Pinecone vector search
Answer product queries via WhatsApp using OpenAI GPT-4o and PDF knowledge base
Ai email auto-responder system- AI RAG agent for email inbox
WhatsApp support bot with Google Drive RAG, GPT-4.1-mini and Cohere reranking
My solution for the "Agentic Arena Community Contest" (RAG, Qdrant, Mistral OCR)
Google Drive to Supabase contextual vector database sync for RAG applications
Create a code assistant that learns from your GitHub repository using OpenAI
AI multi-agent executive team for entrepreneurs with Gemini, Perplexity and WhatsApp
Document Q&A chatbot with Google Drive, GPT-4-mini & Telegram (RAG system)
Create RAG vector database from Google Drive documents using Gemini & Supabase
Automate business partner outreach with Google Maps, GPT-4 & WhatsApp
Extract context from voice notes with OpenRouter AI & Milvus for RAG systems
Automate a 'Chat with your PDF' Bot on Telegram with Google Gemini & Pinecone
Extract & summarize Bing Copilot search results with Gemini AI and Bright Data
Automated document compliance validation with AI and vector database
Conversational sales agent for WooCommerce with GPT-4, Stripe and CRM integration
Multi-department support bot with slash commands, Pinecone & Telegram
Automated lead capture & business Q&A with GPT-4o, Pinecone, and Google Sheets
Build a document-based AI chatbot with Google Drive, Llama 3, and Qdrant RAG
Automated job extraction & publishing with RAG, Jina AI and OpenAI to WordPress
Build a website AI chatbot with lead capture using Gemini and Supabase RAG
Automated customer support with GPT-4 knowledge base agent for Gmail
AI WhatsApp support with human handoff using Gemini, Twilio, and Supabase RAG
Multi-format document processing for RAG chatbot with Google Drive & Supabase
Query business data with OpenAI chatbot using RAG and text-to-SQL via Peliqan
Audio transcription & chat bot with AssemblyAI, Gemini, and Pinecone RAG
Build a PDF Q&A system with LlamaIndex, OpenAI embeddings & Pinecone vector DB
Vectorize Medical Procedures for Semantic Search with TUSS, Gemini & pgVector
Build comprehensive entity profiles with GPT-4, Wikipedia & vector DB for content
Automated email responses with GPT-4O & Supabase conversation memory
Handle clinic WhatsApp support with GPT-4o-mini, Pinecone RAG and Gmail alerts
Build a product catalog chatbot with Mistral AI, Google Drive & Supabase RAG
Document-based RAG chat assistant with Google Drive, Supabase & OpenAI
Automated customer support system with Gemini AI, RAG & security guardrails
Keep RAG system updated with Google Drive file changes to Supabase vector DB
Implement on-prem RAG with Qdrant and Ollama for a self-hosted KB
Create a factual learning assistant with RAG, Gemini, Telegram & MongoDB
Build RAG-powered support agent for Jira issues using Pinecone and OpenAI
Content Farming v4 - Blog Automation for Wordpress using ChatGPT 5 and Gemini
Smart Customer Support System with GPT-4o, Gmail, Slack & Drive Knowledge Base'
Build a document QA system with Google Drive, Pinecone, and OpenAI RAG
Smart chat assistant with GPT-5, Google Sheets, and Pinecone RAG memory
Build AI-ready knowledge base from Outlook & Notion using Pinecone & GPT-4
Auto-update knowledge base with Drive, LlamaIndex & Azure OpenAI embeddings
Multi-language Telegram RAG chatbot with supervisor AI & automated Google Drive pipeline
Indonesian stock market research agent with Sectors App, Gemini & Tavily
Automated expense approval system with GPT-4, Airtable & Pinecone Vector DB
Export Wordpress to PineCone vector store
Contract extraction, risk analysis & compliance automation with GPT-4.1 Mini
Scrape and ingest web pages into a Pinecone RAG stack with Firecrawl and OpenAI
Create RAG-ready knowledge bases from websites using Apify, Gemini & Supabase
Fetch all page content from website and store with Gemini embedding in Pinecone
Chat with documents via RAG: Google Drive to GPT-5 with Supabase vector database
Build a RAG-powered AI assistant with OpenAI, Google Drive & Supabase Vector DB
Optimize unstructured data for RAG with Blockify IdeaBlocks technology
Summarize Apple App Store reviews with Pinecone, GPT-4 Mini & Slack
Create an AI Telegram bot using Google Drive, Qdrant, and OpenAI GPT-4.1
Transform books into 100+ social media posts with DeepSeek AI and Google Drive
Business AI command center: Modular agents for Google Workspace, vector search & multi-channel reports
Automate systematic literature reviews with Google Drive, GPT-4, Gemini, Qdrant and Airtable
Scrape and ingest web content into Supabase pgvector with Firecrawl
Chat with PDF, CSV, and JSON documents using Google Gemini RAG
Build a document-upload RAG chatbot with OpenAI, Pinecone and daily analytics
Google Drive to Pinecone vector storage workflow
Zendesk ticket summarizer with Pinecone, OpenAI, and Slack
Chat with GitHub issues using OpenAI and Redis vector search
Chat with Google Drive documents using Pinecone and OpenAI RAG
AI-powered WhatsApp support bot with ticket creation for Google Sheets
AI-powered ticket triage with multi-model classification & knowledge base
Process OCR documents from Google Drive into searchable knowledge base with OpenAI & Pinecone
Notify users when features ship with Semantic Search from Tally to Gmail
Dual-path customer support system with Google Sheets, vectors & Gemini
Generate AI-powered markdown posts from workflow JSON with Gemini & LlamaIndex
Turn any website into an AI support chatbot with OpenAI and Pinecone
Build an OpenAI RAG system with document upload, semantic search and caching
Build a website-powered customer support chatbot with Decodo, Pinecone and Gemini
AI email support system: Gmail, Gemini, GPT-4, Slack & Google Sheets workflow
AI-powered stock analysis with Danelfin, TwelveData and Alpha Vantage
Chat with Google Drive documents using OpenAI and Pinecone RAG search
End-to-end B2B real estate lead enrichment & outreach with Apify, Relevance, OpenAI & Sheets
Convert websites to audio summaries via WhatsApp using GPT and TTS
Build a Google Drive internal knowledge base with OpenAI and Pinecone
Automated course registration evaluation with AI, Gmail, and Google Sheets
Chat with news articles using AI analysis in Telegram with vector search
Send AI-curated weekly news digests with RSS, Vector DB & GPT-4o
Synchronize MySQL database schemas to Pinecone with OpenAI embeddings
Create professional email drafts with GPT-4, Telegram & contact database
Match medical symptoms to products with OpenAI, Qdrant & Google Sheets RAG
Generate & publish SEO-optimized Shopify blog articles with Gemini & ChatGPT
Create knowledge base from Jira tickets with OpenAI embeddings and Pinecone
Predict F1 Race Winners with OpenAI GPT-4o, Historical Data & Slack Alerts
Generate Twitter content in personal style with OpenAI & Supabase RAG
Draft and manage academic research papers with GPT-4 and Pinecone
Assess document fraud risk and compliance with GPT-4, Claude and Slack alerts
AI-powered company documents Q&A assistant with Google Drive and GPT-4 mini
Answer code of conduct questions in Slack with GPT-4 & RAG technology
Telegram support bot with OpenAI, Pinecone and human expert escalation
Search hardware inventory with Supabase vector RAG and Google Gemini
Hr policy retrieval using Slack, S3, and GPT-4.1-mini with RAG
Analyze and modernize university curricula with GPT-4o and employment data
Generate product-aware B2B leads and outreach emails with Gemini, Pinecone and Gmail
Synchronize Slack status updates with Pinecone, Google Sheets & GPT-4o
Automated customer support system with Gmail, GPT-4 & vector knowledge base
Adaptive email auto-responder with GPT-4, RAG and human feedback loop
Build a RAG chat system using Aryn DocParse, AWS S3, Pinecone and GPT-4o
Handle customer support queries with cache-first RAG using Redis, LangCache and OpenAI
Generate due diligence reports with LlamaIndex, Pinecone, and GPT-5-mini
Analyze logs and correlate incidents with OpenAI and Slack
Build a company website RAG chatbot using Apify, Pinecone and Gemini
Monitor Google Maps reviews with sentiment analysis & RAG agent using Pinecone
Analyze, classify, and summarize Gmail with OpenAI RAG and Google Sheets
Maintain RAG embeddings with OpenAI, Postgres and auto drift rollback
Generate AI-powered investment due diligence PDF reports with OpenAI, LlamaParse and Decodo
Build a WordPress RAG chatbot with OpenAI, Qdrant or MongoDB
Turn your portfolio into an AI assistant with OpenAI, Claude, Pinecone and Gmail
Generate LinkedIn posts using Telegram, Supabase vector DB and OpenAI RAG
Generate M&A due diligence reports with Decodo, OpenAI and Pinecone
Generate M&A due diligence PDF reports with LlamaIndex, OpenAI, Pinecone, and S3
Score and route real estate leads with GPT‑4.1, MLS/CRM data, and Slack alerts
Turn your website docs into a GPT-4.1-mini support chatbot with MrScraper and Pinecone
Predict incidents and run autonomous remediation with GPT-4 and Slack
Summarize Nextcloud documents with IONOS AI Model Hub for sovereign AI
Generate LinkedIn posts using Google Gemini, MongoDB Atlas, Google Drive and Sheets
Evaluate job fit and generate application assets from Telegram links with OpenAI, Pinecone, Apify and Google Sheets
Answer HR policy questions in Slack DMs with GPT-4.1, Google Drive and Pinecone
Find the most relevant automation templates using RAG, Qdrant and Gemini
Filter AI slop from your LinkedIn feed (backend for StopSlopIn Chrome extension)
Classify LinkedIn posts as quality or slop with OpenAI and Qdrant
Index n8n workflows and enable semantic AI search with OpenAI and Supabase
Summarize Zoom meetings with GPT-4o, Whisper, Supabase RAG and email reports
Summarize RSS articles and publish AI images to WordPress and social media
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A widely adopted workflow orchestration workspace trusted by technical teams including
