AutomationFlows › OpenAI Embeddings

n8n workflows for OpenAI Embeddings.

All n8n workflows that use the OpenAI Embeddings integration. Each is integration-tagged, privacy-stripped, and importable into your n8n instance in one click.
AI & RAG

voice-assistant. Uses googleDriveTrigger, supabase, googleDrive, vectorStoreSupabase. Event-driven trigger; 19 nodes.

Google Drive Trigger, Supabase, Google Drive +6
AI & RAG

RAG+URL. Uses embeddingsOpenAi, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, lmOpenAi. Chat trigger; 19 nodes.

OpenAI Embeddings, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +6
AI & RAG

aiNodes. Uses openAi, gmailTool, chainLlm, lmChatOpenAi. Event-driven trigger; 19 nodes.

OpenAI, Gmail Tool, Chain Llm +11
AI & RAG

Automatically guide students through personalized learning sessions using AI-powered intent classification, book-based knowledge retrieval (RAG), and full session logging — all without writing a singl

Lm Chat Deep Seek, Agent, OpenAI Embeddings +5
AI & RAG

Sales Automation, Artificial Intelligence, CRM Operations, Coaching & Training, AI Agents (RAG)

HTTP Request, Agent, OpenAI Chat +8
AI & RAG

AI Agent to learn directly from your GitHub repository. It automatically syncs source files, converts them into vectorized knowledge

Document Default Data Loader, Text Splitter Recursive Character Text Splitter, Agent +8
AI & RAG

This template is an end-to-end demo of a chatbot using business data from multiple sources (e.g. Notion, Chargebee, Hubspot etc.) with RAG + SQL.

Chat Trigger, Agent, OpenAI Chat +6
AI & RAG

Description An intelligent conversational AI system that provides contextual responses by combining chat history, vector database knowledge retrieval, and web search capabilities. How it Works (High-l

Agent, OpenAI Chat, OpenAI Embeddings +6
AI & RAG

The AI Support Agent combines Gmail, Slack, and Google Drive into a seamless support workflow powered by GPT-4o and Pinecone.

Gmail Trigger, Text Classifier, OpenAI Chat +10
AI & RAG

RAG AI Agent for Documents in Google Drive → Pinecone → OpenAI Chat (n8n workflow)

Google Drive Trigger, Google Drive, Pinecone Vector Store +7
AI & RAG

This workflow creates an intelligent Telegram bot with a knowledge base powered by Qdrant vector database. The bot automatically processes documents uploaded to Google Drive, stores them as embeddings

Google Drive Trigger, Google Drive, Document Default Data Loader +7
AI & RAG

Click here to access this Workflow for free.

Pinecone Vector Store, OpenAI Embeddings, Agent +6
AI & RAG

restaurant chat. Uses telegramTrigger, agent, lmChatOpenRouter, memoryBufferWindow. Event-driven trigger; 19 nodes.

Telegram Trigger, Agent, OpenRouter Chat +7
AI & RAG

Upload to Supabase Demo. Uses extractFromFile, vectorStoreSupabase, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 18 nodes.

Supabase Vector Store, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +4
AI & RAG

QdrantVectorStore:*. Uses manualTrigger, embeddingsOpenAi, documentDefaultDataLoader, textSplitterTokenSplitter. Event-driven trigger; 18 nodes.

OpenAI Embeddings, Document Default Data Loader, Text Splitter Token Splitter +5
AI & RAG

EJ 7 - RAG (archivo pdf en la web). Uses httpRequest, vectorStorePinecone, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 18 nodes.

HTTP Request, Pinecone Vector Store, Document Default Data Loader +7
AI & RAG

N8N Expert. Uses embeddingsOpenAi, lmChatOpenAi, supabase, chainLlm. Webhook trigger; 18 nodes.

OpenAI Embeddings, OpenAI Chat, Supabase +2
AI & RAG

This workflow creates a WhatsApp chatbot that answers questions using your own PDFs through RAG (Retrieval-Augmented Generation). Every time you upload a document to Google Drive, it is processed into

Google Drive Trigger, Google Drive, Pinecone Vector Store +9
AI & RAG

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Chat Trigger, Agent, OpenAI Chat +6
AI & RAG

Transform any device manual into an intelligent AI assistant that provides 24/7 support for your users. This template works with ANY household appliance, electronic device, or technical equipment. Man

Agent, OpenAI Chat, Memory Buffer Window +4
AI & RAG

Advanced Gmail AI Auto-Responder with Context Intelligence The next-generation email automation that knows your communication style, remembers conversations, and responds with human-like intelligence.

Gmail Trigger, Google Drive, Gmail +7
AI & RAG

This workflow turns WhatsApp voice messages into an AI assistant using Twilio, VAPI, and modular MCP servers. It handles scheduling, email, and knowledge queries all by voice. WhatsApp → Twilio → VAPI

Supabase Vector Store, OpenAI Embeddings, Google Calendar Tool +2
AI & RAG

This n8n workflow is the data ingestion pipeline for the "RAG System V2" chatbot. It automatically monitors a specific Google Drive folder for new files, processes them based on their type, and insert

HTTP Request, Google Drive, Text Splitter Recursive Character Text Splitter +4
AI & RAG

This workflow automates a full RAG pipeline for structured documents (like insurance policies). Watches a Google Drive folder for new PDFs Uploads to LlamaIndex Cloud for parsing → returns clean Markd

Google Drive Trigger, Google Drive, Document Default Data Loader +4
AI & RAG

This template monitors a Google Drive folder, converts PDF documents into clean text chunks with Unstructured, generates OpenAI embeddings, and upserts vectors into Pinecone. It’s a practical, product

HTTP Request, Chat Trigger, Agent +6
AI & RAG

Description This workflow is built for e-commerce store owners, customer support teams, and retail businesses who want to provide instant, intelligent email support without hiring additional staff. If

Tool Vector Store, Pinecone Vector Store, OpenAI Embeddings +6
AI & RAG

This workflow automates the process of summarizing recent Zendesk support tickets and sharing key insights in a Slack channel. It is ideal for support teams who want daily, AI-generated overviews of c

OpenAI Chat, Pinecone Vector Store, OpenAI Embeddings +4
AI & RAG

Learn your voice. Generate posts that sound like you — not AI.

Form Trigger, OpenAI Embeddings, Document Default Data Loader +5
AI & RAG

📊 Description

Google Drive, Pinecone Vector Store, OpenAI Embeddings +5
AI & RAG

Opo45V5U31Hszckj. Uses documentDefaultDataLoader, embeddingsOpenAi, textSplitterCharacterTextSplitter, vectorStoreSupabase. Event-driven trigger; 18 nodes.

Document Default Data Loader, OpenAI Embeddings, Text Splitter Character Text Splitter +5
AI & RAG

Main Workflow. Uses documentDefaultDataLoader, vectorStorePinecone, lmChatXAiGrok, embeddingsOpenAi. Webhook trigger; 18 nodes.

Document Default Data Loader, Pinecone Vector Store, Lm Chat Xai Grok +5
AI & RAG

This workflow powers a support chat experience that uses an OpenAI RAG agent with in-memory vector search to answer questions from a knowledge base, and includes a manual ingestion flow that fetches a

Chat Trigger, Agent, OpenAI Chat +6
AI & RAG

Stock Q&A Workflow. Uses embeddingsOpenAi, manualChatTrigger, stickyNote, chainRetrievalQa. Chat trigger; 17 nodes.

OpenAI Embeddings, Manual Chat Trigger, Chain Retrieval Qa +6
AI & RAG

Webhook Respondtowebhook. Uses stickyNote, manualTrigger, googleDrive, documentDefaultDataLoader. Event-driven trigger; 17 nodes.

Google Drive, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +6
AI & RAG

AI Email processing autoresponder with approval (Yes/No). Uses emailReadImap, markdown, lmChatOpenAi, emailSend. Manual trigger; 17 nodes.

Email Read Imap, OpenAI Chat, Email Send +5
AI & RAG

AI Email processing autoresponder with approval (Yes/No). Uses emailReadImap, markdown, lmChatOpenAi, emailSend. Manual trigger; 17 nodes.

Email Read Imap, OpenAI Chat, Email Send +5
AI & RAG

Chat with GitHub OpenAPI Specification using RAG (Pinecone and OpenAI). Uses manualTrigger, httpRequest, vectorStorePinecone, documentDefaultDataLoader. Event-driven trigger; 17 nodes.

HTTP Request, Pinecone Vector Store, Document Default Data Loader +7
AI & RAG

weavite. Uses vectorStoreWeaviate, embeddingsOpenAi, googleSheets, chatTrigger. Event-driven trigger; 17 nodes.

Weaviate Vector Store, OpenAI Embeddings, Google Sheets +6
AI & RAG

EJ 7 - RAG (web). Uses httpRequest, vectorStorePinecone, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 17 nodes.

HTTP Request, Pinecone Vector Store, Document Default Data Loader +7
AI & RAG

Use Vectors in RAG. Uses googleDrive, documentDefaultDataLoader, textSplitterCharacterTextSplitter, embeddingsOpenAi. Event-driven trigger; 17 nodes.

Google Drive, Document Default Data Loader, Text Splitter Character Text Splitter +8
AI & RAG

What this does

@Mendable/N8N Nodes Firecrawl, Pinecone Vector Store, OpenAI Embeddings +6
AI & RAG

Using a Crew of AI agents (Senior Researcher, Visionary, and Senior Editor), this crew will automatically determine the right questions to ask to produce a detailed fundamental stock analysis.

Google Drive, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +6
AI & RAG

This workflow demonstrates a Retrieval Augmented Generation (RAG) chatbot that lets you chat with the GitHub API Specification (documentation) using natural language. Built with n8n, OpenAI's LLMs and

HTTP Request, Pinecone Vector Store, Document Default Data Loader +7
AI & RAG

This workflow is designed to automate the process of handling incoming emails, summarizing their content, generating appropriate responses, and obtaining approval before sending replies. Below are the

Email Read Imap, OpenAI Chat, Email Send +5
AI & RAG

This n8n template demonstrates how to build a WhatsApp-based AI chatbot that answers user questions using document retrieval (RAG) powered by Supabase for storage, OpenAI embeddings for semantic searc

Supabase Vector Store, WhatsApp Trigger, Document Default Data Loader +5
AI & RAG

This workflow allows you to upload a PDF file and ask questions about it using the Question and Answer Chain and the Weaviate Vector Store nodes.

Weaviate Vector Store, Document Default Data Loader, OpenAI Embeddings +6
AI & RAG

Retrieval-Augmented Generation (RAG) allows Large Language Models (LLMs) to provide context-aware answers by retrieving information from an external vector database. In this post, we’ll walk through a

Chat Trigger, Agent, OpenAI Chat +9
AI & RAG

This advanced workflow creates a customized, embedded lead-capture form, automatically logs client data to a spreadsheet, and uses AI to instantly analyze and summarize the lead for rapid human follow

Form Trigger, Execution Data, Google Sheets +7
AI & RAG

This workflow automates the end-to-end process of capturing company information from Google Drive, storing it semantically in Pinecone, and interacting with users via an intelligent AI chatbot. It eli

Google Drive Trigger, Google Drive, Pinecone Vector Store +9
AI & RAG

This template is an n8n workflow that integrates with Jira to provide automated replies.

Agent, OpenAI Chat, Pinecone Vector Store +2
AI & RAG

Transform your email workflow with this intelligent automation that drafts professional emails through Telegram commands using AI and contact retrieval. Key Features

Pinecone Vector Store, OpenAI Embeddings, Document Default Data Loader +6
AI & RAG

This workflow is perfect for: Healthcare ecommerce businesses that want to automate product recommendations. Founders or developers building an AI assistant using retrieval-augmented generation (RAG)

Agent, Qdrant Vector Store, OpenAI Embeddings +6
AI & RAG

bug_reporter. Uses telegramTrigger, chainRetrievalQa, lmChatOpenAi, retrieverVectorStore. Event-driven trigger; 17 nodes.

Telegram Trigger, Chain Retrieval Qa, OpenAI Chat +6
AI & RAG

Chat with GitHub OpenAPI Specification using RAG (Pinecone and OpenAI). Uses httpRequest, vectorStorePinecone, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigg

HTTP Request, Pinecone Vector Store, Document Default Data Loader +7
AI & RAG

Обработка обратной связи. Uses lmChatGoogleGemini, embeddingsOpenAi, vectorStorePGVector, documentDefaultDataLoader. Event-driven trigger; 17 nodes.

Google Gemini Chat, OpenAI Embeddings, Vector Store Pgvector +6
AI & RAG

lec 8 - upload KB. Uses vectorStoreSupabase, embeddingsOpenAi, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 17 nodes.

Supabase Vector Store, OpenAI Embeddings, Document Default Data Loader +7
AI & RAG

InsightsLM - Upsert to Vector Store. Uses vectorStoreSupabase, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, embeddingsOpenAi. Webhook trigger; 17 nodes.

Supabase Vector Store, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +7
AI & RAG

Manual Stickynote. Uses googleDrive, textSplitterRecursiveCharacterTextSplitter, embeddingsOpenAi, stickyNote. Chat trigger; 16 nodes.

Google Drive, Text Splitter Recursive Character Text Splitter, OpenAI Embeddings +6
AI & RAG

2Chat Chatbot. Uses agent, memoryBufferWindow, formTrigger, vectorStoreInMemory. Webhook trigger; 16 nodes.

Agent, Memory Buffer Window, Form Trigger +6
AI & RAG

"AI-Powered CFO Forecasting Agent: Automated Revenue Predictions from Stripe Data"

Output Parser Structured, OpenAI Chat, Pinecone Vector Store +5
AI & RAG

This tutorial explains how to build the backend workflow in n8n that indexes YouTube video transcripts into a Pinecone vector database. Note: This workflow handles the processing and indexing of trans

Airtable, HTTP Request, Pinecone Vector Store +3
AI & RAG

This guide is designed for developers, data scientists, and AI enthusiasts who want to create intelligent chatbots capable of understanding and using custom data. Whether you are building a research a

Chat Trigger, OpenAI Chat, OpenAI Embeddings +6
AI & RAG

This workflow allows users to ask questions about past meetings using their voice. It converts the voice question into text, searches stored meeting notes using Pinecone, and replies with a spoken ans

OpenAI, OpenAI Embeddings, Pinecone Vector Store +2
AI & RAG

Provide your S3 bucket containing documents such as PDFs and MS Word in the "Get Files from S3" node. You will need to provide AWS credentials that will allow the node to access the bucket and downloa

AWS S3, OpenAI Embeddings, Document Default Data Loader +6
AI & RAG

beyscolleciton. Uses chatTrigger, agent, lmChatOpenAi, memoryBufferWindow. Chat trigger; 16 nodes.

Chat Trigger, Agent, OpenAI Chat +6
AI & RAG

Cognito FAQ. Uses googleDrive, vectorStorePinecone, embeddingsOpenAi, documentDefaultDataLoader. Event-driven trigger; 16 nodes.

Google Drive, Pinecone Vector Store, OpenAI Embeddings +6
AI & RAG

Agent Vocal Insane. Uses agent, lmChatOpenAi, googleCalendarTool, toolVectorStore. Webhook trigger; 16 nodes.

Agent, OpenAI Chat, Google Calendar Tool +8
AI & RAG

AI powered triage agent. Uses mondayCom, googleDocs, slack, githubTrigger. Event-driven trigger; 16 nodes.

Monday.com, Google Docs, Slack +8
AI & RAG

vectordb_many_pdfs. Uses vectorStoreQdrant, embeddingsOpenAi, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Chat trigger; 16 nodes.

Qdrant Vector Store, OpenAI Embeddings, Document Default Data Loader +6
AI & RAG

This template ingests internal docs into an in-memory vector knowledge base using OpenAI embeddings, then runs a public support chat powered by Anthropic Claude that answers only from that knowledge a

Form Trigger, In-Memory Vector Store, OpenAI Embeddings +8
AI & RAG

Vector DB Loader from Google Drive. Uses documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, embeddingsOpenAi, vectorStorePGVector. Event-driven trigger; 15 nodes.

Document Default Data Loader, Text Splitter Recursive Character Text Splitter, OpenAI Embeddings +2
AI & RAG

Manual Stickynote. Uses stickyNote, manualTrigger, vectorStorePinecone, chatTrigger. Event-driven trigger; 15 nodes.

Pinecone Vector Store, Chat Trigger, Agent +5
AI & RAG

4526. Uses agent, lmChatOpenAi, embeddingsOpenAi, memoryBufferWindow. Event-driven trigger; 15 nodes.

Agent, OpenAI Chat, OpenAI Embeddings +6
AI & RAG

Who it's for

Agent, Pinecone Vector Store, Google Sheets +4
AI & RAG

The workflow first populates a Pinecone index with vectors from a Bitcoin whitepaper. Then, it waits for a manual chat message. When received, the chat message is turned into a vector and compared to

Pinecone Vector Store, Chat Trigger, Agent +5
AI & RAG

Who's it for

Tool Calculator, Chat Trigger, Evaluation Trigger +7
AI & RAG

This template is designed for internal support teams, product specialists, and knowledge managers in technology companies who want to automate ingestion of product documentation and enable AI-driven,

Agent, OpenAI Chat, OpenAI Embeddings +6
AI & RAG

Automatically convert documents from Google Drive into vector embeddings using OpenAI, LangChain, and PGVector — fully automated through n8n.

Document Default Data Loader, Text Splitter Recursive Character Text Splitter, Vector Store Pgvector +2
AI & RAG

This template helps you to create an intelligent document assistant that can answer questions from uploaded files.

Google Drive Trigger, HTTP Request, Qdrant Vector Store +7
AI & RAG

This template provides an AI-powered Q&A assistant for the Urology domain using Retrieval-Augmented Generation (RAG). It uses Pinecone for vector search and GPT-4o for conversational responses.

Chat Trigger, Agent, OpenAI Chat +4
AI & RAG

This intelligent customer support chatbot leverages Retrieval-Augmented Generation (RAG) to provide accurate, contextual responses by combining your knowledge base with AI capabilities. The system aut

Google Drive Trigger, Google Drive, Pinecone Vector Store +8
AI & RAG

This template creates an intelligent AI assistant for WhatsApp that can: Respond naturally to messages using Google Gemini AI Remember previous conversations for each user Access a knowledge base for

Agent, N8N Nodes Wamm, Google Gemini Chat +4
AI & RAG

Replace manual task prioritization with intelligent AI reasoning that thinks like a Chief Operating Officer. This workflow automatically fetches your Asana tasks every morning, analyzes them using adv

Pinecone Vector Store, Asana, Agent +5
AI & RAG

Webhook trigger receives voice note data including title, transcript, and timestamp from external services (example here: voicenotes.com) Field extraction isolates the key data fields (title, transcri

Agent, Output Parser Structured, OpenRouter Chat +3
AI & RAG

Automate expense reviews with AI-powered CFO-level analysis. This workflow monitors Airtable expense submissions, uses GPT-4 to analyze expenses like an experienced CFO, flags suspicious expenses with

Airtable Trigger, Agent, OpenAI Chat +6
AI & RAG

⚡ How it works

Supabase Vector Store, Memory Postgres Chat, OpenAI Embeddings +3
AI & RAG

Ever wanted to just ask your repository what's going on instead of scrolling through endless issue lists? This workflow lets you do exactly that.

OpenAI Embeddings, Document Default Data Loader, Chat Trigger +5
AI & RAG

This workflow automates customer email support by combining Gmail, AI classification, and a knowledge base to provide instant, accurate, and friendly responses. It’s designed for businesses that want

Gmail Trigger, Text Classifier, OpenRouter Chat +4
AI & RAG

This n8n workflow template lets you chat with your Google Drive documents (.docx, .json, .md, .txt, .pdf) using OpenAI and Pinecone vector database. It retrieves relevant context from your files in re

Pinecone Vector Store, OpenAI Embeddings, Chat Trigger +7
AI & RAG

This workflow is designed for companies looking to onboard new employees and interns efficiently. It's perfect for HR teams, team leaders, and organizations that want to provide instant access to comp

OpenAI Chat, Google Drive Trigger, Google Drive +6
AI & RAG

Turn form submissions into AI-curated quotes with SKU selection straight from Qdrant, branded PDF generation, and automatic email—now streamlined for quoting only (FAQ removed). (Improved from the pre

Form Trigger, OpenAI Chat, Agent +7
AI & RAG

V3_RAG_Chatbot_Copy. Uses googleDrive, vectorStorePinecone, embeddingsOpenAi, documentDefaultDataLoader. Chat trigger; 15 nodes.

Google Drive, Pinecone Vector Store, OpenAI Embeddings +7
AI & RAG

26-ask-questions-about-a-pdf-using-ai. Uses vectorStorePinecone, chatTrigger, agent, googleDrive. Event-driven trigger; 15 nodes.

Pinecone Vector Store, Chat Trigger, Agent +5
AI & RAG

IA - Indexação Google Docs -> Supabase pgvector. Uses whatsAppTrigger, httpRequest, embeddingsOpenAi, vectorStoreSupabase. Event-driven trigger; 15 nodes.

WhatsApp Trigger, HTTP Request, OpenAI Embeddings +7
AI & RAG

Travel AssistantAgent. Uses chatTrigger, memoryMongoDbChat, lmChatGoogleGemini, vectorStoreMongoDBAtlas. Chat trigger; 14 nodes.

Chat Trigger, Memory Mongo Db Chat, Google Gemini Chat +5
AI & RAG

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Form Trigger, Pinecone Vector Store, OpenAI Embeddings +7
AI & RAG

🧠 Google Drive Upload Trigger → Pinecone Vector Upsert for Document Indexing Category: AI & LLM / Document Indexing Level: Intermediate Tags: Google Drive, Pinecone, OpenAI, Embeddings, Vector Store,

Google Drive, Pinecone Vector Store, OpenAI Embeddings +3
AI & RAG

Building agentic AI workflows often requires multiple moving parts: memory management, document retrieval, vector similarity, and orchestration.

Chat Trigger, Memory Mongo Db Chat, Google Gemini Chat +5
AI & RAG

This part collects data from the ServiceNow Knowledge Article table, processes it into embeddings, and stores it in Qdrant. Trigger: When clicking ‘Execute workflow’

Qdrant Vector Store, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +6
AI & RAG

Ingest PDF files from S3, extract text, chunk, embed with OpenAI embeddings, and index into a Qdrant collection with metadata. Provide a chat entry point that uses an Agent with OpenAI to retrieve fro

Qdrant Vector Store, AWS S3, OpenAI Embeddings +5
AI & RAG

Who’s it for

Chat Trigger, Agent, Memory Buffer Window +6
AI & RAG

✍️ Ultimate AI Blog Content Creator with Slack + Pinecone + Perplexity

Anthropic Chat, Pinecone Vector Store, OpenAI Embeddings +5
AI & RAG

This workflow turns your Gmail inbox into an AI-powered customer support assistant using Google Gemini, OpenAI embeddings, and Pinecone vector search. It automatically classifies incoming emails, retr

Gmail Trigger, Google Gemini Chat, OpenAI Embeddings +5
AI & RAG

This workflow automates a full RAG ingestion pipeline. When a new OCR JSON file is added to a Google Drive folder, the workflow extracts lesson metadata, parses and cleans the Arabic text, generates s

Google Drive, Document Default Data Loader, Text Splitter Recursive Character Text Splitter +3
AI & RAG

This workflow automates the process of handling new tour package requests received via email, analyzes the request, and provides personalized tour package recommendations using AI and a vector databas

Email Read Imap, OpenRouter Chat, OpenAI Chat +7
AI & RAG

GPT-5 MCP Multi-Source Orchestrator is a next-generation AI agent for n8n that blends the raw intelligence of GPT-5 with the structured power of MCP tools and multi-source data retrieval. It unifies y

OpenAI Embeddings, Reranker Cohere, Mcp Trigger +8
AI & RAG

Chatbot Webhook. Uses lmChatGoogleGemini, agent, outputParserStructured, memoryPostgresChat. Webhook trigger; 14 nodes.

Google Gemini Chat, Agent, Output Parser Structured +4
AI & RAG

My workflow 10. Uses vectorStoreSupabase, googleDrive, embeddingsOpenAi, documentDefaultDataLoader. Event-driven trigger; 14 nodes.

Supabase Vector Store, Google Drive, OpenAI Embeddings +6
AI & RAG

validator. Uses memoryBufferWindow, embeddingsOpenAi, vectorStorePGVector, formTrigger. Event-driven trigger; 14 nodes.

Memory Buffer Window, OpenAI Embeddings, Vector Store Pgvector +7
AI & RAG

eworld_chat_final. Uses agent, lmChatOpenAi, memoryPostgresChat, vectorStorePGVector. Webhook trigger; 14 nodes.

Agent, OpenAI Chat, Memory Postgres Chat +3
AI & RAG

Restaurant digital transformation. Uses googleDriveTrigger, googleDrive, vectorStoreSupabase, embeddingsOpenAi. Event-driven trigger; 14 nodes.

Google Drive Trigger, Google Drive, Supabase Vector Store +3
AI & RAG

Qdrant Vector Database Embedding Pipeline. Uses vectorStoreQdrant, manualTrigger, embeddingsOpenAi, documentDefaultDataLoader. Event-driven trigger; 13 nodes.

Qdrant Vector Store, OpenAI Embeddings, Document Default Data Loader +2
AI & RAG

Firecrawl RAG. Uses embeddingsOpenAi, vectorStoreSupabase, lmChatOpenAi, agent. Event-driven trigger; 13 nodes.

OpenAI Embeddings, Supabase Vector Store, OpenAI Chat +7
AI & RAG

This n8n workflow automates the handling of incoming emails. It detects and filters out spam, searches a knowledge base (FAQ) stored in a Pinecone vector database, and sends a reply using Gmail — all

Agent, OpenAI Chat, Memory Buffer Window +6
AI & RAG

🧠 This workflow is designed for one purpose only, to bulk-upload structured JSON articles from an FTP server into a Qdrant vector database for use in LLM-powered semantic search, RAG systems, or AI as

Qdrant Vector Store, OpenAI Embeddings, Document Default Data Loader +2
AI & RAG

This workflow automates the first line of customer support by intelligently drafting email replies. It bridges the gap between your CRM (Supabase), your technical documentation (Vector Store), and you

Microsoft Outlook Trigger, Microsoft Outlook, Google Sheets +5
AI & RAG

handoff. Uses chatTrigger, agent, lmChatOpenAi, memoryBufferWindow. Chat trigger; 13 nodes.

Chat Trigger, Agent, OpenAI Chat +7
AI & RAG

Data_Ingestion_External_Pdfworkaround_V3. Uses googleDrive, vectorStorePinecone, embeddingsOpenAi, documentDefaultDataLoader. Scheduled trigger; 13 nodes.

Google Drive, Pinecone Vector Store, OpenAI Embeddings +2
AI & RAG

Data_Ingestion_Internal_Pdfworkaround_V3. Uses googleDrive, embeddingsOpenAi, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Scheduled trigger; 13 nodes.

Google Drive, OpenAI Embeddings, Document Default Data Loader +2
AI & RAG

RAG Whatsapp. Uses @devlikeapro/n8n-nodes-waha, agent, lmChatOpenAi, embeddingsOpenAi. Event-driven trigger; 13 nodes.

@Devlikeapro/N8N Nodes Waha, Agent, OpenAI Chat +4
AI & RAG

AI Agent with Tools. Uses agent, lmChatOpenAi, lmChatAnthropic, toolCode. Webhook trigger; 12 nodes.

Agent, OpenAI Chat, Anthropic Chat +7
AI & RAG

This template is a workflow that registers Jira tickets to Pinecone.

Jira, Pinecone Vector Store, OpenAI Embeddings +1
AI & RAG

dxnweb_chat. Uses agent, lmChatOpenAi, memoryPostgresChat, embeddingsOpenAi. Webhook trigger; 12 nodes.

Agent, OpenAI Chat, Memory Postgres Chat +3
AI & RAG

Chat. Uses agent, memoryPostgresChat, vectorStoreSupabase, embeddingsOpenAi. Webhook trigger; 12 nodes.

Agent, Memory Postgres Chat, Supabase Vector Store +6
AI & RAG

Customer Support Workflow. Uses stickyNote, gmailTrigger, textClassifier, lmChatOpenRouter. Event-driven trigger; 11 nodes.

Gmail Trigger, Text Classifier, OpenRouter Chat +5
AI & RAG

dssat-rag. Uses chatTrigger, embeddingsOpenAi, agent, documentDefaultDataLoader. Chat trigger; 11 nodes.

Chat Trigger, OpenAI Embeddings, Agent +4
AI & RAG

Post de discourser. Uses httpRequest, vectorStoreSupabase, embeddingsOpenAi, documentDefaultDataLoader. Scheduled trigger; 11 nodes.

HTTP Request, Supabase Vector Store, OpenAI Embeddings +2
AI & RAG

RAG Search Agent. Uses executeWorkflowTrigger, agent, lmChatOpenAi, toolVectorStore. Event-driven trigger; 11 nodes.

Execute Workflow Trigger, Agent, OpenAI Chat +3
AI & RAG

Data_Ingestion_Internal_v2. Uses formTrigger, googleDrive, embeddingsOpenAi, vectorStorePinecone. Event-driven trigger; 11 nodes.

Form Trigger, Google Drive, OpenAI Embeddings +3
AI & RAG

NovaCart_Monthly_Report_Agent_V2. Uses agent, lmChatOpenAi, vectorStorePinecone, embeddingsOpenAi. Scheduled trigger; 11 nodes.

Agent, OpenAI Chat, Pinecone Vector Store +2
AI & RAG

meeting_notes. Uses googleDocs, slack, chainLlm, vectorStorePinecone. Webhook trigger; 10 nodes.

Google Docs, Slack, Chain Llm +5
AI & RAG

Process Tour PDF from Google Drive to Pinecone Vector DB with OpenAI Embeddings

Google Drive, Pinecone Vector Store, OpenAI Embeddings +2
AI & RAG

This release introduces a Voice-Enabled Tour Recommendation System that leverages n8n, ElevenLabs Voice Agent, OpenAI GPT-4o, and Pinecone Vector DB to deliver personalized travel itineraries based on

OpenAI Embeddings, OpenAI Chat, Agent +2
AI & RAG

tr3dbs. Uses telegramTrigger, embeddingsOpenAi, lmChatOpenAi, telegram. Event-driven trigger; 10 nodes.

Telegram Trigger, OpenAI Embeddings, OpenAI Chat +4
AI & RAG

Data_Ingestion_v1. Uses documentDefaultDataLoader, embeddingsOpenAi, vectorStorePinecone, googleDrive. Scheduled trigger; 10 nodes.

Document Default Data Loader, OpenAI Embeddings, Pinecone Vector Store +1
AI & RAG

Novacart_Monthly_Report_Code_V3. Uses agent, embeddingsOpenAi, lmChatOpenAi, gmail. Scheduled trigger; 10 nodes.

Agent, OpenAI Embeddings, OpenAI Chat +2
AI & RAG

lec 8 - chat. Uses chatTrigger, agent, lmChatOpenRouter, memoryBufferWindow. Chat trigger; 10 nodes.

Chat Trigger, Agent, OpenRouter Chat +4
AI & RAG

Store Notion's Pages as Vector Documents into Supabase with OpenAI. Uses stickyNote, embeddingsOpenAi, textSplitterTokenSplitter, notionTrigger. Event-driven trigger; 9 nodes.

OpenAI Embeddings, Text Splitter Token Splitter, Notion Trigger +3
AI & RAG

Store Notion's Pages as Vector Documents into Supabase with OpenAI. Uses stickyNote, embeddingsOpenAi, textSplitterTokenSplitter, notionTrigger. Event-driven trigger; 9 nodes.

OpenAI Embeddings, Text Splitter Token Splitter, Notion Trigger +3
AI & RAG

crtnvecdb. Uses googleDriveTrigger, googleDrive, vectorStorePinecone, embeddingsOpenAi. Event-driven trigger; 9 nodes.

Google Drive Trigger, Google Drive, Pinecone Vector Store +3
AI & RAG

Update Knowledge. Uses executeWorkflowTrigger, embeddingsOpenAi, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 9 nodes.

Execute Workflow Trigger, OpenAI Embeddings, Document Default Data Loader +3
AI & RAG

01 — Ingest NIST CSF 2.0. Uses readWriteFile, vectorStoreSupabase, embeddingsOpenAi, documentDefaultDataLoader. Webhook trigger; 9 nodes.

Read Write File, Supabase Vector Store, OpenAI Embeddings +3
AI & RAG

NGO.tools Knowledge Base Ingestion. Uses postgres, vectorStorePGVector, documentDefaultDataLoader, embeddingsOpenAi. Webhook trigger; 8 nodes.

Postgres, Vector Store Pgvector, Document Default Data Loader +2
AI & RAG

rag_faq_indexation. Uses vectorStorePinecone, googleDrive, documentDefaultDataLoader, embeddingsOpenAi. Event-driven trigger; 8 nodes.

Pinecone Vector Store, Google Drive, Document Default Data Loader +1
AI & RAG

Fluidflow Slack Triage Bot. Uses slack, slackTrigger, lmChatOpenAi, vectorStoreQdrant. Event-driven trigger; 8 nodes.

Slack, Slack Trigger, OpenAI Chat +4
AI & RAG

Ingest Vector Store Ecommerce. Uses readWriteFile, vectorStoreQdrant, embeddingsOpenAi, documentDefaultDataLoader. Event-driven trigger; 8 nodes.

Read Write File, Qdrant Vector Store, OpenAI Embeddings +2
AI & RAG

Ingest Vector Store. Uses readWriteFile, vectorStoreQdrant, embeddingsOpenAi, documentDefaultDataLoader. Event-driven trigger; 8 nodes.

Read Write File, Qdrant Vector Store, OpenAI Embeddings +2
AI & RAG

ConfluencePineConeUpsert. Uses textSplitterRecursiveCharacterTextSplitter, embeddingsOpenAi, documentDefaultDataLoader, vectorStorePinecone. Event-driven trigger; 8 nodes.

Text Splitter Recursive Character Text Splitter, OpenAI Embeddings, Document Default Data Loader +2
AI & RAG

RAG — Ingestion. Uses httpRequest, vectorStorePinecone, embeddingsOpenAi, documentDefaultDataLoader. Event-driven trigger; 7 nodes.

HTTP Request, Pinecone Vector Store, OpenAI Embeddings +2
AI & RAG

FPCVectorStoreIngestion. Uses vectorStorePGVector, embeddingsOpenAi, documentDefaultDataLoader, textSplitterCharacterTextSplitter. Event-driven trigger; 6 nodes.

Vector Store Pgvector, OpenAI Embeddings, Document Default Data Loader +1
AI & RAG

03 — Query naive (baseline). Uses vectorStoreSupabase, embeddingsOpenAi, httpRequest. Webhook trigger; 6 nodes.

Supabase Vector Store, OpenAI Embeddings, HTTP Request
AI & RAG

ingest_documents. Uses readBinaryFile, textSplitterRecursiveCharacterTextSplitter, embeddingsOpenAi, vectorStoreQdrant. Event-driven trigger; 5 nodes.

Read Binary File, Text Splitter Recursive Character Text Splitter, OpenAI Embeddings +1
AI & RAG

tool_search_products. Uses executeWorkflowTrigger, embeddingsOpenAi, vectorStoreQdrant. Event-driven trigger; 4 nodes.

Execute Workflow Trigger, OpenAI Embeddings, Qdrant Vector Store
AI & RAG

Travel Planning Agent with Couchbase Vector Search, Gemini 2.0 Flash and OpenAI. Uses chatTrigger, lmChatGoogleGemini, stickyNote, documentDefaultDataLoader. Chat trigger; 13 nodes.

Chat Trigger, Google Gemini Chat, Document Default Data Loader +5
AI & RAG

This template shows how to use the Question and Answer tool to save costs in RAG use cases.

Form Trigger, OpenAI Embeddings, Document Default Data Loader +5
AI & RAG

This workflow is ideal for: Professionals Project managers Sales and support teams Anyone managing high volumes of Gmail messages

Gmail Trigger, Gmail, Text Splitter Recursive Character Text Splitter +6
AI & RAG

> Disclaimer: this workflow template uses the community package. Community nodes are unverified and usage of them comes with some risks. See here for instructions on installing n8n community nodes.

Chat Trigger, Google Gemini Chat, Document Default Data Loader +5
AI & RAG

This workflow integrates Google Sheets with Supabase Vector Store for storing personal data as vectors. It utilizes OpenAI and Google Gemini AI models for enhanced data processing and querying.

Chat Trigger, Agent, Google Gemini Chat +5
AI & RAG

Description 📌 Overview

Document Default Data Loader, Google Drive, OpenAI Embeddings +7
AI & RAG

simple_vector_db. Uses googleDriveTrigger, googleDrive, vectorStoreQdrant, embeddingsOpenAi. Event-driven trigger; 13 nodes.

Google Drive Trigger, Google Drive, Qdrant Vector Store +6
AI & RAG

Calendar Event Auto-tag. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

Grant Application Routing. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

Idea to IG Carousel. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

API Stats Chart. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Order Shipped Notification. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

Applicant Feedback Folder. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Birthday Telegram Reminder. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

Calendar to ClickUp. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Blood Test Email Alert. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

Cron Success Slack. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

Notion API Update. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

Onboarding Checklist Slack. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

Drink Water Reminder. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

Interview Scheduler. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

Survey Auto Analyze. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Habit Form Weekly Summary. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

GA Report Email. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Low Stock Discord. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Voice Task to Notion. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

API Monitor Auto Restart. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

Zoom Attendance Log. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

Bank SMS Alert to Telegram. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

CRM Patient Intake. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

Course Completion Certificate. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

Etsy Review to Slack. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

JSON to Sheet. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Competitor Price Scraper. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

GitHub Commit Jenkins. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

Monthly Social Media Report. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

Auto-post Blogs to LinkedIn and Twitter. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

Cross-post YouTube Uploads to Facebook. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Schedule Instagram Content from Airtable. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Reddit Upvote Alert. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

Alert on Instagram Competitor Story. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

YouTube Comment Summarizer. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Follow-up Emails. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

Mailchimp Campaign Tracking. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Supabase Vector Store +6
AI & RAG

SendGrid Bounce Alert. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6
AI & RAG

Forward Attachments. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Pinecone Vector Store +6
AI & RAG

Parse Invoice Emails. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsOpenAi, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, OpenAI Embeddings, Weaviate Vector Store +6

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FAQ

How many n8n OpenAI Embeddings workflows are in the catalog?

703 n8n workflows in AutomationFlows currently use the OpenAI Embeddings integration — triggers, actions, or both.

How do I connect OpenAI Embeddings in n8n?

After importing the workflow JSON, n8n will prompt for OpenAI Embeddings credentials on the relevant nodes. AutomationFlows strips credential IDs before publishing — you'll add your own.

Can I combine these with other integrations?

Yes — most OpenAI Embeddings workflows pair with adjacent tools (Slack alerts, Google Sheets logging, OpenAI summarisation). Browse the integration tags on each workflow page to discover pairings.