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Integrate Embeddings OpenAI in your LLM apps and 422+ apps and services
Use Embeddings OpenAI 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 Embeddings OpenAI integration
HTTP Request- Switch
- Sticky Note
- +12
Building Your First WhatsApp Chatbot
Jimleuk
Verified Creator
Google Drive- Question and Answer Chain
Binary Input Loader- +7
Ask questions about a PDF using AI
David Roberts
Verified Creator
- Edit Fields (Set)
- Google Drive
- Sticky Note
- +10
Chat with PDF docs using AI (quoting sources)
David Roberts
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
GitHub- HTTP Request
- Merge
- +16
Building RAG Chatbot for Movie Recommendations with Qdrant and Open AI
Jenny
Verified Creator
- HTTP Request
- Edit Fields (Set)
- Switch
- +15
AI-Powered WhatsApp Chatbot for Text, Voice, Images, and PDF with RAG
NovaNode
Verified Creator
- Webhook
- Google Drive
Respond to Webhook- +10
AI Crew to Automate Fundamental Stock Analysis - Q&A Workflow
Derek Cheung
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
- HTTP Request
- Sticky Note
- Manual Trigger
- +9
Chat with GitHub API Documentation: RAG-Powered Chatbot with Pinecone & OpenAI
Mihai Farcas
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
- If
- Telegram
Telegram Trigger- +11
Telegram chat with PDF
felipe biava cataneo
- HTTP Request
- Edit Fields (Set)
- Webhook
- +16
Build an AI Powered Phone Agent 📞🤖 with Retell, Google Calendar and RAG
Davide
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
- 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
- Gmail
- Sticky Note
- +14
Automate Email & Calendar Management with Gmail, Google Calendar & GPT-4o AI
AOE Agent Lab
- 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
- Sticky Note
- Embeddings OpenAI
Supabase Vector Store- +1
MCP Supabase Server for AI Agent with RAG & Multi-Tenant CRUD
Luciano Gutierrez
Verified Creator
- HTTP Request
- Merge
Postgres- +20
WordPress - AI Chatbot to enhance user experience - with Supabase and OpenAI
Dataki
Verified Creator
- Email Trigger (IMAP)
- Send Email
- If
- +9
AI-powered email processing autoresponder and response approval (Yes/No)
Davide
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
- 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
Airtable- Edit Image
- HTTP Request
- +26
Scale Deal Flow with a Pitch Deck AI Vision, Chatbot and QDrant Vector Store
Jimleuk
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
- 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
- Function
- HTTP Request
- If
- +34
🤖 AI Restaurant Assistant for WhatsApp, Instagram & Messenger
Amanda Benks
Verified Creator
- Edit Fields (Set)
- Google Drive
- Switch
- +13
Smart Email Assistant: Automate Customer Support with AI & Supabase
Badr
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
- Airtable
- HTTP Request
- If
- +18
AI Sales Agent: WhatsApp, FB, IG, OpenAI, Airtable, Supabase Auto-Booking
Sam Yassine
Verified Creator
- HTTP Request
- If
- Merge
- +20
AI Agent To Chat With Files In Supabase Storage and Google Drive
Mark Shcherbakov
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
- 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
- If
- Merge
- Postgres
- +22
AI Personal Assistant with GPT-4o, RAG & Voice for WhatsApp using Supabase
Amanda Benks
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
- 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
- Function
- HTTP Request
- If
- +34
🐶 AI Petshop Assistant with GPT-4o, Google Calendar & WhatsApp/Instagram/FB
Amanda Benks
Verified Creator
- Sticky Note
- AI Agent
- Embeddings OpenAI
- +5
Medical Q&A Chatbot for Urology using RAG with Pinecone and GPT-4o
HoangSP
Verified Creator
- HTTP Request
- If
- No Operation, do nothing
- +16
⚡Auto Workflow Positioning !
Lucas Peyrin
Verified Creator
- Edit Fields (Set)
- Telegram
- Telegram Trigger
- +10
Ultimate AI Assistant: Automate Email, Calendar, WebSearch, Notion, RAG & X
Tianyi
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
- If
- Edit Fields (Set)
- +14
Build your own Qdrant Vector Store MCP server
Jimleuk
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
- Google Sheets
- HTTP Request
- If
- +16
Automated HR Service System with WhatsApp, GPT-4 Classification & Google Workspace
Tanay Agarwal
- HTTP Request
- If
- Merge
- +19
Create an Automated Customer Support Assistant with GPT-4o and GoHighLevel SMS
Cyril Nicko Gaspar
Verified Creator
- 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
- HTTP Request
- If
- Edit Fields (Set)
- +14
Build Custom Workflows Automatically with GPT-4o, RAG, and Web Search
Franz
- 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
- If
- No Operation, do nothing
- Edit Fields (Set)
- +15
Auto-assign Support Tickets with JIRA, Supabase and AI
Jimleuk
Verified Creator
- 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
- Airtable
- Merge
- Loop Over Items (Split in Batches)
- +14
Document-Based Chatbot with Memory using OpenAI, Pinecone and Google Drive
Sally
- 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
- Google Sheets
- HTTP Request
- If
- +13
Generate Riddle Shorts & Post on YouTube with Sonnet 3.5, Pinecone & Creatomate
Joseph
Verified Creator
- 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
- Edit Fields (Set)
Stripe- +9
Automated Revenue Predictions from Stripe Data with GPT-4 and Google Sheets
Yaron Been
Verified Creator
Asana- Postgres
- Sticky Note
- +7
AI-Powered Asana Task Prioritization with GPT-4 and Pinecone Memory
Yaron Been
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
- Merge
- Edit Fields (Set)
- +7
Export Wordpress to PineCone Vector Store
Niten Musa
Verified Creator
- Function
- Google Sheets
- If
- +11
AI-Powered Knowledge Assistant using Google Sheets, OpenAI, and Supabase Vector Search
Alex Huy
- HTTP Request
- Merge
- Edit Fields (Set)
- +15
Build a RAG System with Automatic Citations using Qdrant, Gemini & OpenAI
Davide
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
- Edit Fields (Set)
- Webhook
- Respond to Webhook
- +5
Auto-Triage GitHub Issues with GPT-4o, Pinecone
David Ashby
Verified Creator
- Google Sheets
- HTTP Request
- If
- +12
Generate AI News LinkedIn Posts with GPT-4o-mini, NewsAPI, and Qdrant
Lucien
- Google Drive
- Sticky Note
- Manual Trigger
- +7
AI-Powered Accounting Reports from Sabre EDI with GPT-4 and Pinecone RAG
Mohan Gopal
- 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
Documentation
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