Back to integrations
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
Building Your First WhatsApp Chatbot
Ask questions about a PDF using AI
Chat with PDF docs using AI (quoting sources)
AI Agent To Chat With Files In Supabase Storage
🤖 AI Powered RAG Chatbot for Your Docs + Google Drive + Gemini + Qdrant
AI-Powered WhatsApp Chatbot for Text, Voice, Images, and PDF with RAG
AI Voice Chatbot with ElevenLabs & OpenAI for Customer Service and Restaurants
Personalized AI Tech Newsletter Using RSS, OpenAI and Gmail
HR & IT Helpdesk Chatbot with Audio Transcription
Complete business WhatsApp AI-Powered RAG Chatbot using OpenAI
Building RAG Chatbot for Movie Recommendations with Qdrant and Open AI
AI Crew to Automate Fundamental Stock Analysis - Q&A Workflow
Effortless Email Management with AI-Powered Summarization & Review
RAG Starter Template using Simple Vector Stores, Form trigger and OpenAI
Supabase Insertion & Upsertion & Retrieval
Advanced AI Demo (Presented at AI Developers #14 meetup)
Chat with GitHub API Documentation: RAG-Powered Chatbot with Pinecone & OpenAI
Build a PDF Document RAG System with Mistral OCR, Qdrant and Gemini AI
Build a Chatbot, Voice and Phone Agent with Voiceflow, Google Calendar and RAG
Community Insights using Qdrant, Python and Information Extractor
Automate Sales Cold Calling Pipeline with Apify, GPT-4o, and WhatsApp
Build an AI Powered Phone Agent 📞🤖 with Retell, Google Calendar and RAG
Telegram chat with PDF
Automate Email & Calendar Management with Gmail, Google Calendar & GPT-4o AI
AI-Powered Email Automation for Business: Summarize & Respond with RAG
Automate SIEM Alert Enrichment with MITRE ATT&CK, Qdrant & Zendesk in n8n
Upsert huge documents in a vector store with Supabase and Notion
MCP Supabase Server for AI Agent with RAG & Multi-Tenant CRUD
Personal Shopper Chatbot for WooCommerce with RAG using Google Drive and openAI
WordPress - AI Chatbot to enhance user experience - with Supabase and OpenAI
AI-powered email processing autoresponder and response approval (Yes/No)
AI-Powered RAG Document Processing & Chatbot with Google Drive, Supabase, OpenAI
Build a Knowledge Base Chatbot with OpenAI, RAG and MongoDB Vector Embeddings
Build Custom Workflows Automatically with GPT-4o, RAG, and Web Search
Slack AI Chatbot for business team with RAG, Claude 3.7 Sonnet and Google Drive
Generating Image Embeddings via Textual Summarisation
Build a Weekly AI Trend Alerter with arXiv and Weaviate
Scale Deal Flow with a Pitch Deck AI Vision, Chatbot and QDrant Vector Store
🤖 AI Restaurant Assistant for WhatsApp, Instagram & Messenger
Store Notion's Pages as Vector Documents into Supabase with OpenAI
Customer Insights with Qdrant, Python and Information Extractor
Smart Email Assistant: Automate Customer Support with AI & Supabase
Explore n8n Nodes in a Visual Reference Library
AI Agent To Chat With Files In Supabase Storage and Google Drive
Automated HR Service System with WhatsApp, GPT-4 Classification & Google Workspace
AI Sales Agent: WhatsApp, FB, IG, OpenAI, Airtable, Supabase Auto-Booking
Self-Learning AI Assistant with Permanent Memory | GPT,Telegram & Pinecone RAG
🐶 AI Agent for PetShop Appointments (Agente de IA para agendamentos de PetShop)
📥 Transform Google Drive Documents into Vector Embeddings
Save Costs In RAG Workflows using the Q&A Tool With Multiple Models
Evaluate tool usage accuracy in multi-agent AI workflows using Evaluation nodes
Interactive Knowledge Base Chat with Supabase RAG using AI 📚💬
🤖 AI-Powered WhatsApp Assistant for Restaurants & Delivery Automation
Build a Chatbot with Reinforced Learning Human Feedback (RLHF) and RAG
Youtube RAG search with Frontend using Apify, Qdrant and AI
Build & Query RAG System with Google Drive, OpenAI GPT-4o-mini, and Pinecone
Survey Insights with Qdrant, Python and Information Extractor
AI Personal Assistant with GPT-4o, RAG & Voice for WhatsApp using Supabase
WooCommerce AI Post-Sales Chatbot with GPT-4o, RAG, Google Drive and Telegram
BambooHR AI-Powered Company Policies and Benefits Chatbot
🧑⚖️ AI Legal Assistant Agent — AI-Powered Legal Q&A with Document Retrieval
Build and Update RAG System with Google Drive, Qdrant, and Gemini Chat
Medical Q&A Chatbot for Urology using RAG with Pinecone and GPT-4o
🐶 AI Petshop Assistant with GPT-4o, Google Calendar & WhatsApp/Instagram/FB
Ultimate AI Assistant: Automate Email, Calendar, WebSearch, Notion, RAG & X
Travel Planning Assistant with MongoDB Atlas, Gemini LLM and Vector Search
🛠️ Auto Workflow Positioning
Document-Based Chatbot with Memory using OpenAI, Pinecone and Google Drive
Create a Multi-Modal Telegram Support Bot with GPT-4 and Supabase RAG
Evaluation metric example: RAG document relevance
Index Documents from Google Drive to Pinecone with OpenAI Embeddings for RAG
Build your own Qdrant Vector Store MCP server
Create an Automated Customer Support Assistant with GPT-4o and GoHighLevel SMS
N8N Documentation Expert Chatbot with OpenAI RAG Pipeline
AI-Powered Auto-Generate Exam Questions and Answers from Google Docs with Gemini
Create a RAG System with Paul Essays, Milvus, and OpenAI for Cited Answers
AI-Powered RAG Q&A Chatbot with OpenAI, Google Sheets, Glide & Supabase
Auto-assign Support Tickets with JIRA, Supabase and AI
Loading JSON via FTP to Qdrant Vector Database Embedding Pipeline
Build a Multi-functional Telegram Bot with Gemini, RAG PDF Search & Google Suite
Build a RAG System with Automatic Citations using Qdrant, Gemini & OpenAI
Travel Planning Agent with Couchbase Vector Search, Gemini 2.0 Flash and OpenAI
Build a PDF-Based RAG System with OpenAI, Pinecone and Cohere Reranking
Paul Graham Essay Search & Chat with Milvus Vector Database
🚀 Process YouTube Transcripts with Apify, OpenAI & Pinecone Database
WhatsApp Group Chat with Your Vector Database — No Facebook Business Required
Create a Paul Graham Essay Q&A System with OpenAI and Milvus Vector Database
AI-Powered Accounting Reports from Sabre EDI with GPT-4 and Pinecone RAG
Evaluate RAG Response Accuracy with OpenAI: Document Groundedness Metric
AI-Powered Asana Task Prioritization with GPT-4 and Pinecone Memory
Telegram AI Chatbot with Document-Based Answers using OpenAI and PGVector RAG
AI-Powered MIS Agent
Automated Revenue Predictions from Stripe Data with GPT-4 and Google Sheets
AI Email Auto-Responder System- AI RAG Agent for Email Inbox
Process Documents with Recursive Chunking using Google Drive, OpenAI & Gemini RAG
Generate Riddle Shorts & Post on YouTube with Sonnet 3.5, Pinecone & Creatomate
Autonomous Customizable Support Chatbot on Intercom + Discord Thread Reports
AI-Powered Knowledge Assistant using Google Sheets, OpenAI, and Supabase Vector Search
AI-Powered Email Replies with Spam Filtering & FAQ Lookup using GPT-4o mini & Pinecone
Smart Customer Support System with GPT-4o, Gmail, Slack & Drive Knowledge Base'
Export Wordpress to PineCone Vector Store
Gmail Smart Auto-Responder with GPT-4o and Google Drive Context Memory
Real-time Email RAG Assistant with Gmail, OpenAI GPT, and PGVector
Conversational WhatsApp Assistant with Gemini AI and Pinecone Memory
Convert Tour PDFs to Vector Database using Google Drive, LangChain & OpenAI
Document-based AI Chatbot with RAG, OpenAI and Cohere Reranker
Automated Expense Approval System with GPT-4, Airtable & Pinecone Vector DB
Generate AI News LinkedIn Posts with GPT-4o-mini, NewsAPI, and Qdrant
Create AI Support Assistant for Any Device with GPT-4-mini & Pinecone
Auto-Triage GitHub Issues with GPT-4o, Pinecone
Document Q&A System with OpenAI GPT, Pinecone Vector DB & Google Drive Integration
Personalized Email Automation using Google Docs, Pinecone, GPT-4o and Gmail
Create a Knowledge Base Chatbot with Google Drive & GPT-4o using Vector Search
Personalized Tour Package Recommendations with GPT-4o, Pinecone & Lovable UI
Generate LinkedIn Posts from Books using OpenAI, LangChain & Pinecone Vector Search
Build RAG-Powered WhatsApp Chatbots for Docs with GPT-4o-mini and MongoDB
Automated Job Extraction & Publishing with RAG, Jina AI and OpenAI to WordPress
Build an All-Source Knowledge Assistant with Claude, RAG, Perplexity, and Drive
Automated Lead Capture & Business Q&A with GPT-4o, Pinecone, and Google Sheets
Automatic Job Listings Extraction and Publishing Template
Generate Personalized Tour Itineraries via Email with GPT-4o and Pinecone
Gmail Assistant with Real-time email Updates in Qdrant Vector Store using OpenAI
Multi-Language Telegram RAG Chatbot with Supervisor AI & Automated Google Drive Pipeline
Google Drive to Pinecone Vector Storage Workflow
Voice-Driven Travel Itinerary Generator Using ElevenLabs, GPT-4o & Pinecone
AI Knowledge Base Assistant with OpenAI, Supabase & Google Drive Doc Sync
Slack AI ChatBot : Context-Aware, Replies to Mentions AND also DMs
Automated Email Management System with GPT, Google Calendar & Supabase
AI Email Support System: Gmail, Gemini, GPT-4, Slack & Google Sheets Workflow
Create & Publish Instagram Carousel Posts with GPT-4.1-mini, Imgur & Graph API
Automated Slack IT Helpdesk with GPT, Supabase Vector Search, and JIRA Ticketing
Match Medical Symptoms to Products with OpenAI, Qdrant & Google Sheets RAG
Documentation
About Embeddings OpenAI
Related categories
The world's most popular workflow automation platform for technical teams including
