180 workflows, ready to run.
Community-built n8n automations, searchable live from the template library. Open one on n8n.io and import the JSON straight into your instance.
Basic RAG chatThis workflow demonstrates a simple Retrieval-Augmented Generation (RAG) pipeline in n8n, split into two main sections:
🔹 Part 1: Load Data into Vector Store
Reads files from dis…Question and Answer Chain · Embeddings Cohere · Vector Store Retriever · Recursive Character Text Splitter · Simple Vector Store2.1k views
↗Chat with Postgresql DatabaseWho is this template for? This workflow template is designed for any professionals seeking relevent data from database using natural language. How it works Each time user ask's …AI Agent · OpenAI Chat Model · Simple Memory73.5k views
↗AI Chatbot Agent with a Panel of Experts using InfraNodus GraphRAG KnowledgeUsing the knowledge graphs instead of RAG vector stores This workflow creates an AI chatbot agent that has access to several knowledge bases at the same time (used as "experts"). …AI Agent · OpenAI Chat Model · Simple Memory7.2k views
↗Create a Context-Aware Slack Assistant with Google Sheets, Pinecone & GPT-4oThis advanced n8n automation template empowers your Slack bot to act as an intelligent assistant: when a user asks a question or requests a suggestion (by mentioning the bot), it a…Slack · AI Agent · Auto-fixing Output Parser · Structured Output Parser · Pinecone Vector Store5 views
↗Build a Chatbot with Reinforced Learning Human Feedback (RLHF) and RAGWho is this for? This template is designed for internal support teams, product specialists, and knowledge managers who want to build an AI-powered knowledge assistant with retrieva…Telegram · Google Docs · Code · AI Agent · Embeddings OpenAI3.3k views
↗AI Agent to chat with Snowflake databaseVideo Guide I prepared a detailed guide showcasing the process of building an AI agent that interacts with a Snowflake database using n8n. This setup enables conversational queryi…Snowflake · AI Agent · OpenAI Chat Model · Simple Memory · Call n8n Workflow Tool519 views
↗Generate and deploy Notion chat assistants with OpenAI and n8n APIQuick overview This workflow takes a Notion database URL via n8n Chat, uses Notion and OpenAI to generate a tailored Notion-search chat assistant workflow, validates the generated …HTTP Request · Notion · Code · AI Agent · OpenAI Chat Model4 views
↗Build a Google Drive internal knowledge base with OpenAI and Pinecone📊 Description Every company has documents sitting in Google Drive that nobody reads. HR policies, sales playbooks, product FAQs, financial guidelines — all written once, never fou…Google Sheets · Google Drive · Gmail · Code · Embeddings OpenAI4 views
↗Create a Private Document Q&A System with Llama3, Postgres, Qdrant and Google Drive⚙️ How It Works: LocalRAG.AI ⚠️ Note: This system only works for self-hosted n8n instances. It will not function on n8n.cloud or other remote setups. LocalRAG.AI is a private, on-…Google Drive · AI Agent · Ollama Chat Model · Ollama Model · Recursive Character Text Splitter343 views
↗Build & Query RAG System with Google Drive, OpenAI GPT-4o-mini, and Pinecone🔍 What This Workflow Does This RAG Pipeline in n8n automates document ingestion from Google Drive, vectorizes it using OpenAI embeddings, stores it in Pinecone, and enables chat-…Google Drive · AI Agent · Embeddings OpenAI · OpenAI Chat Model · Recursive Character Text Splitter3.3k views
↗Process Documents with Recursive Chunking using Google Drive, OpenAI & Gemini RAG1. Document Ingestion & Processing Google Drive Trigger monitors for new files → Loop Over Items processes each file → File Info extracts metadata → Google Drive downloads the act…Google Drive · Code · AI Agent · Basic LLM Chain · Embeddings OpenAI262 views
↗Chat with PDF / MD / Text Files using GraphRAG (no vector store needed)Set up a chat with your documents without the complex vector store setup. This templates helps you ingest your PDF / text / MD documents into a knowledge graph use the graph as t…HTTP Request · Google Drive · AI Agent · OpenAI Chat Model · Simple Memory2k views
↗AI Agent To Chat With Files In Supabase Storage and Google DriveVideo Guide I prepared a detailed guide that illustrates the entire process of building an AI agent using Supabase and Google Drive within N8N workflows. Youtube Link Who is t…HTTP Request · Google Drive · Supabase · AI Agent · Embeddings OpenAI5.7k views
↗Document RAG & Chat Agent: Google Drive to Qdrant with Mistral OCRKnowledge RAG & AI Chat Agent: Google Drive to Qdrant Description This workflow transforms a Google Drive folder into an intelligent, searchable knowledge base and provides a cha…HTTP Request · Google Drive · Code · AI Agent · Embeddings OpenAI994 views
↗AI-Powered RAG Document Processing & Chatbot with Google Drive, Supabase, OpenAIWho is this for? This workflow is perfect for: Businesses and teams who need an automated solution to organize, analyze, and retrieve insights from their internal documents. Rese…Google Drive · Code · AI Agent · Basic LLM Chain · Embeddings OpenAI10.7k views
↗AI Agent To Chat With Files In Supabase StorageVideo Guide I prepared a detailed guide explaining how to set up and implement this scenario, enabling you to chat with your documents stored in Supabase using n8n. Youtube Lin…HTTP Request · Supabase · AI Agent · Embeddings OpenAI · OpenAI Chat Model68.1k views
↗AI-Powered Research Assistant for Platform Questions with GPT-4o and MCPDescription This workflow empowers you to effortlessly get answers to your n8n platform questions through an AI-powered assistant. Simply send your query, and the assistant will s…AI Agent · OpenAI Chat Model17.4k views
↗Document Q&A System with OpenAI GPT, Pinecone Vector DB & Google Drive IntegrationThis workflow contains community nodes that are only compatible with the self-hosted version of n8n. 🤖 AI-Powered Document QA System using Webhook, Pinecone + OpenAI + n8n This …Google Drive · AI Agent · Embeddings OpenAI · OpenAI Chat Model · Simple Memory6 views
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↗Chat with Postgresql DatabaseWho is this template for? This workflow template is designed for any professionals seeking relevent data from database using natural language. How it works Each time user ask's …AI Agent · OpenAI Chat Model · Simple Memory73.5k views
↗AI Chatbot Agent with a Panel of Experts using InfraNodus GraphRAG KnowledgeUsing the knowledge graphs instead of RAG vector stores This workflow creates an AI chatbot agent that has access to several knowledge bases at the same time (used as "experts"). …AI Agent · OpenAI Chat Model · Simple Memory7.2k views
↗Create a Context-Aware Slack Assistant with Google Sheets, Pinecone & GPT-4oThis advanced n8n automation template empowers your Slack bot to act as an intelligent assistant: when a user asks a question or requests a suggestion (by mentioning the bot), it a…Slack · AI Agent · Auto-fixing Output Parser · Structured Output Parser · Pinecone Vector Store5 views
↗Build a Chatbot with Reinforced Learning Human Feedback (RLHF) and RAGWho is this for? This template is designed for internal support teams, product specialists, and knowledge managers who want to build an AI-powered knowledge assistant with retrieva…Telegram · Google Docs · Code · AI Agent · Embeddings OpenAI3.3k views
↗AI Agent to chat with Snowflake databaseVideo Guide I prepared a detailed guide showcasing the process of building an AI agent that interacts with a Snowflake database using n8n. This setup enables conversational queryi…Snowflake · AI Agent · OpenAI Chat Model · Simple Memory · Call n8n Workflow Tool519 views
↗Generate and deploy Notion chat assistants with OpenAI and n8n APIQuick overview This workflow takes a Notion database URL via n8n Chat, uses Notion and OpenAI to generate a tailored Notion-search chat assistant workflow, validates the generated …HTTP Request · Notion · Code · AI Agent · OpenAI Chat Model4 views
↗Build a Google Drive internal knowledge base with OpenAI and Pinecone📊 Description Every company has documents sitting in Google Drive that nobody reads. HR policies, sales playbooks, product FAQs, financial guidelines — all written once, never fou…Google Sheets · Google Drive · Gmail · Code · Embeddings OpenAI4 views
↗Create a Private Document Q&A System with Llama3, Postgres, Qdrant and Google Drive⚙️ How It Works: LocalRAG.AI ⚠️ Note: This system only works for self-hosted n8n instances. It will not function on n8n.cloud or other remote setups. LocalRAG.AI is a private, on-…Google Drive · AI Agent · Ollama Chat Model · Ollama Model · Recursive Character Text Splitter343 views
↗Build & Query RAG System with Google Drive, OpenAI GPT-4o-mini, and Pinecone🔍 What This Workflow Does This RAG Pipeline in n8n automates document ingestion from Google Drive, vectorizes it using OpenAI embeddings, stores it in Pinecone, and enables chat-…Google Drive · AI Agent · Embeddings OpenAI · OpenAI Chat Model · Recursive Character Text Splitter3.3k views
↗Process Documents with Recursive Chunking using Google Drive, OpenAI & Gemini RAG1. Document Ingestion & Processing Google Drive Trigger monitors for new files → Loop Over Items processes each file → File Info extracts metadata → Google Drive downloads the act…Google Drive · Code · AI Agent · Basic LLM Chain · Embeddings OpenAI262 views
↗Chat with PDF / MD / Text Files using GraphRAG (no vector store needed)Set up a chat with your documents without the complex vector store setup. This templates helps you ingest your PDF / text / MD documents into a knowledge graph use the graph as t…HTTP Request · Google Drive · AI Agent · OpenAI Chat Model · Simple Memory2k views
↗AI Agent To Chat With Files In Supabase Storage and Google DriveVideo Guide I prepared a detailed guide that illustrates the entire process of building an AI agent using Supabase and Google Drive within N8N workflows. Youtube Link Who is t…HTTP Request · Google Drive · Supabase · AI Agent · Embeddings OpenAI5.7k views
↗Document RAG & Chat Agent: Google Drive to Qdrant with Mistral OCRKnowledge RAG & AI Chat Agent: Google Drive to Qdrant Description This workflow transforms a Google Drive folder into an intelligent, searchable knowledge base and provides a cha…HTTP Request · Google Drive · Code · AI Agent · Embeddings OpenAI994 views
↗AI-Powered RAG Document Processing & Chatbot with Google Drive, Supabase, OpenAIWho is this for? This workflow is perfect for: Businesses and teams who need an automated solution to organize, analyze, and retrieve insights from their internal documents. Rese…Google Drive · Code · AI Agent · Basic LLM Chain · Embeddings OpenAI10.7k views
↗AI Agent To Chat With Files In Supabase StorageVideo Guide I prepared a detailed guide explaining how to set up and implement this scenario, enabling you to chat with your documents stored in Supabase using n8n. Youtube Lin…HTTP Request · Supabase · AI Agent · Embeddings OpenAI · OpenAI Chat Model68.1k views
↗AI-Powered Research Assistant for Platform Questions with GPT-4o and MCPDescription This workflow empowers you to effortlessly get answers to your n8n platform questions through an AI-powered assistant. Simply send your query, and the assistant will s…AI Agent · OpenAI Chat Model17.4k views
↗Document Q&A System with OpenAI GPT, Pinecone Vector DB & Google Drive IntegrationThis workflow contains community nodes that are only compatible with the self-hosted version of n8n. 🤖 AI-Powered Document QA System using Webhook, Pinecone + OpenAI + n8n This …Google Drive · AI Agent · Embeddings OpenAI · OpenAI Chat Model · Simple Memory6 views
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