Best n8n Embeddings OpenAI Node & Integration: Workflows & Templates

AI-Powered WhatsApp Restaurant Delivery Assistant

Automate restaurant orders and customer support using this advanced n8n workflow. Integrates WhatsApp (Evolution API), LangChain Agents, RAG, and Supabase for ultimate delivery automation.

AI Travel Planning Agent with Gemini and MongoDB Atlas

Build a robust, knowledge-enhanced AI travel assistant using this powerful n8n workflow template. Leverage the Gemini LLM, MongoDB Atlas Vector Search for RAG, and persistent conversation memory.

AI RAG Chatbot for Document Indexing and Qdrant Retrieval

Build a powerful Retrieval-Augmented Generation (RAG) system using this advanced n8n workflow. Index Google Drive documents into Qdrant using OpenAI embeddings and Google Gemini for context-aware Q&A.

AI Legal Q&A Chatbot with RAG and Pinecone

Deploy a robust AI Legal Assistant using this powerful n8n workflow. Integrate Telegram, OpenAI, and Pinecone for real-time, document-backed legal Q&A. This advanced n8n templates uses RAG.

AI-Powered WhatsApp Restaurant Delivery Assistant

Automate restaurant orders and customer support using this advanced n8n workflow. Integrates WhatsApp (Evolution API), LangChain Agents, RAG, and Supabase for ultimate delivery automation.

AI Omnichannel Restaurant Assistant (WhatsApp, Instagram, Messenger)

Automate your restaurant's customer service across WhatsApp, Instagram, and Messenger using this robust n8n workflow. Integrates LangChain AI, OpenAI, Supabase, and handles RAG, payments, and lead management.

AI RAG Chatbot for Document Indexing and Qdrant Retrieval

Build a powerful Retrieval-Augmented Generation (RAG) system using this advanced n8n workflow. Index Google Drive documents into Qdrant using OpenAI embeddings and Google Gemini for context-aware Q&A.

YouTube Transcript Processing and Pinecone Vector Upsert for RAG

Use this powerful n8n workflow to automatically scrape YouTube transcripts via Apify, process the text, and upsert the data into Pinecone using OpenAI embeddings for RAG applications.

Google Drive to PGVector Knowledge Base Builder

Automate loading files (PDF, JSON, text) from Google Drive into a PGVector database using n8n. This powerful n8n workflow creates a RAG knowledge base using OpenAI embeddings.

Multi-Channel AI Pet Shop Assistant with GPT-4o, Supabase & Payment Integration

A robust n8n workflow for a Pet Shop AI assistant automating multi-channel customer service (WhatsApp, Instagram, Facebook), lead management, payment processing, delivery calculation, and RAG knowledge base updates using GPT-4o.

AI Agent for Pet Shop Customer Service and Appointment Booking via WhatsApp

Use this advanced n8n workflow to deploy an AI Agent that handles pet shop appointments, RAG knowledge retrieval, and payment confirmations seamlessly through WhatsApp using the Evolution API.

AI Legal Q&A Chatbot with RAG and Pinecone

Deploy a robust AI Legal Assistant using this powerful n8n workflow. Integrate Telegram, OpenAI, and Pinecone for real-time, document-backed legal Q&A. This advanced n8n templates uses RAG.

AI RAG Chatbot for Document Indexing and Qdrant Retrieval

Build a powerful Retrieval-Augmented Generation (RAG) system using this advanced n8n workflow. Index Google Drive documents into Qdrant using OpenAI embeddings and Google Gemini for context-aware Q&A.

Daily Zendesk Ticket Analysis and Slack Reporting using AI and Pinecone

Use this powerful n8n workflow to automate daily Zendesk ticket summarization. Leverage OpenAI, Pinecone vector storage, and an n8n AI agent to generate key insights and post them directly to Slack.

WooCommerce Post-Sales Support Chatbot using GPT-4o, RAG, and Telegram

Build a powerful WooCommerce support AI chatbot using n8n and GPT-4o. This n8n workflow handles order tracking, identity verification, RAG knowledge, and Telegram escalation.

Automated WhatsApp RAG Customer Support with Cohere Reranking and Google Drive Sync

Build an advanced n8n workflow for WhatsApp customer support. Features Google Drive RAG indexing, GPT-4.1-mini AI Agent, memory, and Cohere reranking for safe, professional replies. Deploy high-quality n8n templates.

AI Travel Planning Agent with RAG and Couchbase Vector Search

Deploy a cutting-edge RAG travel planning solution using this advanced n8n workflow. It integrates Google Gemini, OpenAI embeddings, and Couchbase vector search for highly accurate trip advice.

RAG Chatbot for PDF Documents via Telegram

Use this comprehensive n8n workflow to create a Retrieval-Augmented Generation (RAG) chatbot on Telegram. Index PDFs into Pinecone and answer queries using Groq LLMs.

Telegram Chatbot with Voice Transcription and Message Batching

Create a robust n8n workflow for a Telegram chatbot that transcribes voice messages, intelligently batches user input, and uses an OpenAI agent with Supabase RAG.

AI Assistant with RAG, Google Sheets Context, and Pinecone Memory

Deploy a powerful n8n workflow for an AI chat assistant using Pinecone RAG and Google Sheets logging. This n8n template features auto-indexing, weekly reports, and GPT-5 integration.

Slack Knowledge Base Chatbot using RAG and Claude

Build a powerful Slack AI Chatbot n8n workflow using RAG, Qdrant, Google Drive, and Anthropic Claude 3.7. Automate internal queries instantly with this high-density n8n template.

Business Data Query Agent with RAG and Text-to-SQL

Deploy an advanced AI assistant using this n8n workflow. It combines Retrieval-Augmented Generation (RAG) via Supabase and Text-to-SQL via Peliqan to query internal documents and quantitative business data effectively. This n8n template accelerates BI.

Recursive Document RAG Pipeline with Supabase and Multi-LLM Context

Implement a robust n8n workflow for Retrieval-Augmented Generation (RAG) using recursive chunking. Integrate Google Drive, OpenAI, and Supabase Vector Store for powerful knowledge base automation.

Document Ingestion, RAG Chatbot, and Qdrant Vector Storage

Use this comprehensive n8n workflow to automate document processing. It integrates Google Drive or a file upload form with OpenAI embeddings and Qdrant, forming a powerful RAG knowledge base queryable via a Gemini-powered chatbot. This n8n template enhances document searchability.

Personalized AI Tech Newsletter Generator

Generate a custom, weekly tech newsletter using an n8n workflow. This automation utilizes OpenAI, RSS feeds, and vector storage to deliver personalized summaries to your Gmail.

Feature Request Feedback Loop with Semantic Search and AI Drafting

Automate closing the loop on user feedback. This advanced n8n workflow uses semantic search, Supabase, and AI to draft personalized Gmail messages when features ship, leveraging RAG functionality.

HR & IT Helpdesk Chatbot with RAG and Audio Transcription

Build a comprehensive internal HR/IT helpdesk chatbot using an n8n workflow. This solution integrates RAG, PostgreSQL vector storage, and OpenAI for policy knowledge lookup and voice message transcription.

Advanced SEO Content Brief Generation using Claude AI and Supabase RAG

Automate competitor analysis and generate highly optimized meta tags, H1s, and detailed content briefs using this advanced n8n workflow powered by Claude AI, RAG knowledge bases, and web scraping.

Automated AI Quiz Video Generation for YouTube Shorts

Generate engaging YouTube Shorts automatically using an n8n workflow leveraging Anthropic AI, Pinecone memory, Creatomate rendering, and Google Sheets for tracking. This n8n template streamlines content creation.

AI Content Generator for LinkedIn from PDF Books using RAG and Scheduling

Use this powerful n8n workflow to automate content creation. Upload a PDF book, generate vectorized insights using OpenAI and Pinecone, create engaging LinkedIn posts, and schedule them daily via n8n templates.

AI-Powered Sales Quote Generator with RAG and PDF Delivery

Build an advanced n8n workflow that generates personalized sales quotes using OpenAI's agent capabilities, retrieves product data via Qdrant RAG, and delivers a professional PDF via email. Perfect for enhancing sales operations.