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n8n Embeddings OpenAI workflows

100 templates · 1.5M views

Every free n8n template in our index that uses the Embeddings OpenAI node, most-viewed first.

Often paired with

Default Data Loader 86OpenAI Chat Model 75AI Agent 74Recursive Character Text Splitter 58HTTP Request 53Google Drive 43Code 37Simple Memory 32Qdrant Vector Store 29Pinecone Vector Store 26Supabase Vector Store 22Vector Store Question Answer Tool 21Structured Output Parser 19Token Splitter 18Google Sheets 16Basic LLM Chain 15

Embeddings OpenAI templates

#NameViews
  1. 1Building Your First WhatsApp Chatbot332K
  2. 2Ask questions about a PDF using AI118K
  3. 3Chat with PDF docs using AI (quoting sources)95K
  4. 4AI Agent To Chat With Files In Supabase Storage68K
  5. 5🤖 AI Powered RAG Chatbot for Your Docs + Google Drive + Gemini + Qdrant65K
  6. 6AI Voice Chatbot with ElevenLabs & OpenAI for Customer Service and Restaurants62K
  7. 7Personalized AI Tech Newsletter Using RSS, OpenAI and Gmail53K
  8. 8AI-Powered WhatsApp Chatbot for Text, Voice, Images, and PDF with RAG47K
  9. 9HR & IT Helpdesk Chatbot with Audio Transcription36K
  10. 10Complete business WhatsApp AI-Powered RAG Chatbot using OpenAI35K
  11. 11Automate sales cold calling pipeline with Apify, gpt-5.6-terra, and WhatsApp34K
  12. 12Building RAG Chatbot for Movie Recommendations with Qdrant and Open AI31K
  13. 13AI Crew to Automate Fundamental Stock Analysis - Q&A Workflow28K
  14. 14Effortless Email Management with AI-Powered Summarization & Review27K
  15. 15Advanced AI Demo (Presented at AI Developers #14 meetup)24K
  16. 16Supabase Insertion & Upsertion & Retrieval24K
  17. 17Chat with GitHub API Documentation: RAG-Powered Chatbot with Pinecone & OpenAI23K
  18. 18Build an AI Powered Phone Agent 📞🤖 with Retell, Google Calendar and RAG23K
  19. 19Build a Chatbot, Voice and Phone Agent with Voiceflow, Google Calendar and RAG22K
  20. 20RAG Starter Template using Simple Vector Stores, Form trigger and OpenAI20K
  21. 21Build a PDF Document RAG System with Mistral OCR, Qdrant and Gemini AI20K
  22. 22Community Insights using Qdrant, Python and Information Extractor18K
  23. 23Telegram chat with PDF16K
  24. 24Automate Email & Calendar Management with Gmail, Google Calendar & GPT-4o AI14K
  25. 25AI-Powered Email Automation for Business: Summarize & Respond with RAG12K
  26. 26Automate SIEM Alert Enrichment with MITRE ATT&CK, Qdrant & Zendesk in n8n12K
  27. 27Upsert huge documents in a vector store with Supabase and Notion12K
  28. 28MCP Supabase Server for AI Agent with RAG & Multi-Tenant CRUD12K
  29. 29Personal Shopper Chatbot for WooCommerce with RAG using Google Drive and openAI12K
  30. 30WordPress - AI Chatbot to enhance user experience - with Supabase and OpenAI11K
  31. 31AI-Powered RAG Document Processing & Chatbot with Google Drive, Supabase, OpenAI11K
  32. 32AI-powered email processing autoresponder and response approval (Yes/No)11K
  33. 33Create a Multi-Modal Telegram Support Bot with GPT-4 and Supabase RAG10K
  34. 34Build a Weekly AI Trend Alerter with arXiv and Weaviate9,074
  35. 35Build a Knowledge Base Chatbot with OpenAI, RAG and MongoDB Vector Embeddings8,234
  36. 36Slack AI Chatbot for business team with RAG, Claude 3.7 Sonnet and Google Drive7,366
  37. 37Generating Image Embeddings via Textual Summarisation7,286
  38. 38Scale Deal Flow with a Pitch Deck AI Vision, Chatbot and QDrant Vector Store6,822
  39. 39Store Notion's Pages as Vector Documents into Supabase with OpenAI6,262
  40. 40Customer Insights with Qdrant, Python and Information Extractor6,250
  41. 41AI Agent To Chat With Files In Supabase Storage and Google Drive5,693
  42. 42Explore n8n Nodes in a Visual Reference Library5,197
  43. 43Automated HR Service System with WhatsApp, GPT-4 Classification & Google Workspace4,541
  44. 44Build Custom Workflows Automatically with GPT-4o, RAG, and Web Search4,344
  45. 45📥 Transform Google Drive Documents into Vector Embeddings4,324
  46. 46Save Costs In RAG Workflows using the Q&A Tool With Multiple Models3,798
  47. 47Youtube RAG search with Frontend using Apify, Qdrant and AI3,475
  48. 48Build & Query RAG System with Google Drive, OpenAI GPT-4o-mini, and Pinecone3,336
  49. 49Build a Chatbot with Reinforced Learning Human Feedback (RLHF) and RAG3,306
  50. 50Survey Insights with Qdrant, Python and Information Extractor3,224
  51. 51Evaluate tool usage accuracy in multi-agent AI workflows using Evaluation nodes3,134
  52. 52WooCommerce AI Post-Sales Chatbot with GPT-4o, RAG, Google Drive and Telegram3,067
  53. 53BambooHR AI-Powered Company Policies and Benefits Chatbot3,025
  54. 54Medical Q&A Chatbot for Urology using RAG with Pinecone and GPT-4o2,637
  55. 55Answer multi-channel support queries with OpenAI RAG and Supabase2,462
  56. 56🛠️ Auto Workflow Positioning2,276
  57. 57Travel Planning Assistant with MongoDB Atlas, Gemini LLM and Vector Search2,114
  58. 58Evaluation metric example: RAG document relevance2,022
  59. 59Build and Update RAG System with Google Drive, Qdrant, and Gemini Chat1,967
  60. 60Document-Based Chatbot with Memory using OpenAI, Pinecone and Google Drive1,966
  61. 61Build your own Qdrant Vector Store MCP server1,880
  62. 62Index Documents from Google Drive to Pinecone with OpenAI Embeddings for RAG1,849
  63. 63Index Google Drive files into a Supabase vector store with OpenAI embeddings1,730
  64. 64Create an Automated Customer Support Assistant with GPT-4o and GoHighLevel SMS1,649
  65. 65🧑‍⚖️ AI Legal Assistant Agent — AI-Powered Legal Q&A with Document Retrieval1,582
  66. 66AI-Powered Auto-Generate Exam Questions and Answers from Google Docs with Gemini1,506
  67. 67Automatic job listings extraction and publishing template1,482
  68. 68Build a self-updating RAG system with OpenAI, Qdrant and Google Drive1,412
  69. 69Travel planning agent with Couchbase vector search, Gemini 2.0 Flash and OpenAI1,275
  70. 70RAG chat assistant with Claude, Supabase vector store, and Postgres memory1,246
  71. 71Create a RAG System with Paul Essays, Milvus, and OpenAI for Cited Answers1,186
  72. 72Loading JSON via FTP to Qdrant Vector Database Embedding Pipeline1,049
  73. 73Ai email auto-responder system- AI RAG agent for email inbox1,023
  74. 74Auto-assign Support Tickets with JIRA, Supabase and AI1,009
  75. 75Document RAG & Chat Agent: Google Drive to Qdrant with Mistral OCR994
  76. 76Automate business partner outreach with Google Maps, GPT-4 & WhatsApp917
  77. 77🚀 Process YouTube Transcripts with Apify, OpenAI & Pinecone Database851
  78. 78WhatsApp Group Chat with Your Vector Database — No Facebook Business Required779
  79. 79Paul Graham Essay Search & Chat with Milvus Vector Database731
  80. 80Automated job extraction & publishing with RAG, Jina AI and OpenAI to WordPress724
  81. 81Build a RAG System with Automatic Citations using Qdrant, Gemini & OpenAI693
  82. 82Create a Paul Graham Essay Q&A System with OpenAI and Milvus Vector Database661
  83. 83Evaluate RAG Response Accuracy with OpenAI: Document Groundedness Metric638
  84. 84AI-Powered Asana Task Prioritization with GPT-4 and Pinecone Memory614
  85. 85Multi-language Telegram RAG chatbot with supervisor AI & automated Google Drive pipeline552
  86. 86AI-Powered Accounting Reports from Sabre EDI with GPT-4 and Pinecone RAG521
  87. 87Automated Revenue Predictions from Stripe Data with GPT-4 and Google Sheets505
  88. 88Generate Riddle Shorts & Post on YouTube with Sonnet 3.5, Pinecone & Creatomate474
  89. 89AI-Powered MIS Agent437
  90. 90Smart Customer Support System with GPT-4o, Gmail, Slack & Drive Knowledge Base'423
  91. 91Process Documents with Recursive Chunking using Google Drive, OpenAI & Gemini RAG262
  92. 92AI-Powered Email Replies with Spam Filtering & FAQ Lookup using GPT-4o mini & Pinecone255
  93. 93Gmail Smart Auto-Responder with GPT-4o and Google Drive Context Memory222
  94. 94Automated Expense Approval System with GPT-4, Airtable & Pinecone Vector DB221
  95. 95Generate AI News LinkedIn Posts with GPT-4o-mini, NewsAPI, and Qdrant194
  96. 96N8N Documentation Expert Chatbot with OpenAI RAG Pipeline183
  97. 97Chat with Google Drive documents using OpenAI and Pinecone RAG search178
  98. 98Build an All-Source Knowledge Assistant with Claude, RAG, Perplexity, and Drive176
  99. 99Generate AI-powered investment due diligence PDF reports with OpenAI, LlamaParse and Decodo167
  100. 100Generate M&A due diligence reports with Decodo, OpenAI and Pinecone137
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