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Interactive Knowledge Base Chat with Supabase RAG using AI 📚💬Google Drive File Ingestion to Supabase for Knowledge Base 📂💾
Overview 🌟
This n8n workflow automates the process of ingesting files from Google Drive into a Supabase database,…Postgres · Google Drive · Gmail · Supabase · AI Agent4.4k views
↗Build your own PostgreSQL MCP serverThis n8n demonstrates how to build a simple PostgreSQL MCP server to manage your PostgreSQL database such as HR, Payroll, Sale, Inventory and More! This MCP example is based off a…Postgres · Call n8n Workflow Tool5.7k views
↗Gmail MCP Server – Your All‑in‑One AI Email ToolkitGmail MCP Server Expose Gmail’s full API as a single SSE “tool server” endpoint for your AI agents. What it does Spins up an MCP Trigger that streams Server‑Sent Events to LangCha…5.8k views
↗IT Support Chatbot with Google Drive, Pinecone & Gemini | AI Doc ProcessingThis n8n template empowers IT support teams by automating document ingestion and instant query resolution through a conversational AI. It integrates Google Drive, Pinecone, and a C…Google Drive · Code · AI Agent · Recursive Character Text Splitter · Pinecone Vector Store10.8k views
↗Build an AI-Powered Tech Radar Advisor with SQL DB, RAG, and Routing AgentsAI-Powered Tech Radar Advisor This project is built on top of the famous open source ThoughtWorks Tech Radar. You can use this template to build your own AI-Powered Tech Radar …Google Sheets · Google Drive · MySQL · Google Docs · Code12.5k views
↗⚡📽️ Ultimate AI-Powered Chatbot for YouTube Summarization & Analysis🎥 YouTube Video AI Agent Workflow This n8n workflow template allows you to interact with an AI agent that extracts details and the transcript of a YouTube video using a provided …HTTP Request · Code · AI Agent · OpenAI Chat Model · Simple Memory17.6k views
↗AI Voice Chatbot with ElevenLabs & OpenAI for Customer Service and RestaurantsThe "Voice RAG Chatbot with ElevenLabs and OpenAI" workflow in n8n is designed to create an interactive voice-based chatbot system that leverages both text and voice inputs for pro…HTTP Request · Google Drive · AI Agent · Embeddings OpenAI · OpenAI Chat Model62.2k views
↗Build a Document-based AI Chatbot with Google Drive, Llama 3, and Qdrant RAGOverview This template allows users to set up an AI-powered chatbot that retrieves and processes knowledge from Google Drive documents using Retrieval-Augmented Generation (RAG). B…Google Drive · AI Agent · Ollama Chat Model · Recursive Character Text Splitter · Default Data Loader271 views
↗Perplexity-Style Iterative Research with Gemini and Google SearchAI Comprehensive Research on User's Query with Gemini and Web Search What is this? Perform comprehensive research on a user's query by dynamically generating search terms, queryin…HTTP Request · Redis · Code · Basic LLM Chain · Structured Output Parser485 views
↗Get Real-Time Security Insights with NixGuard RAG and Wazuh IntegrationEffortlessly integrate NixGuard API into your n8n workflows for real-time security insights using your API key. This connector enables seamless interaction with Nix, providing rapi…HTTP Request · Code1.2k views
↗Automate Support Ticket Triage and Resolution with JIRA and AIThis n8n template automates triaging of newly opened support tickets and issue resolution via JIRA. If your organisation deals with a large number of support requests daily, autom…Jira Software · Basic LLM Chain · OpenAI Chat Model · Structured Output Parser3.7k views
↗🤖🔍 The Ultimate Free AI-Powered Researcher with Tavily Web Search & Extract🔍 This n8n workflow integrates Tavily's search and extract APIs with AI summarization capabilities to process web content efficiently. Quick Setup Get your Tavily API key from ht…HTTP Request · Basic LLM Chain · OpenAI Chat Model21.3k views
↗Turn websites into RAG chatbot knowledge bases with Apify, OpenAI and PineconeThis n8n template transforms any website into a fully functional RAG-ready chatbot knowledge base. It crawls sites using the AI Training Data Scraper community node, chunks content…Code · Pinecone Vector Store · OpenAI3 views
↗🤖 Build a Documentation Expert Chatbot with Gemini RAG PipelineHow it works This template is a complete, hands-on tutorial for building a RAG (Retrieval-Augmented Generation) pipeline. In simple terms, you'll teach an AI to become an expert o…HTTP Request · HTML · AI Agent · Simple Memory · Recursive Character Text Splitter17.1k views
↗Airline Web Check-in Data Extraction with Ollama AI, Google Sheets & Postgres Vector DBOverview This workflow retrieves airline web check-in URLs from Google Sheets, scrapes their content, employs an LLM to generate structured JSON data, refreshes the sheet, creates…Google Sheets · HTTP Request · Basic LLM Chain · Ollama Chat Model · Token Splitter95 views
↗AI-Powered Email Replies with Spam Filtering & FAQ Lookup using GPT-4o mini & PineconeThis 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 repl…Gmail · AI Agent · Embeddings OpenAI · OpenAI Chat Model · Simple Memory255 views
↗📥 Transform Google Drive Documents into Vector EmbeddingsAutomatically convert documents from Google Drive into vector embeddings using OpenAI, LangChain, and PGVector — fully automated through n8n. ⚙️ What It Does This workflow monito…Google Drive · Embeddings OpenAI · Recursive Character Text Splitter · Default Data Loader · Postgres PGVector Store4.3k views
↗Build your own Google Drive MCP serverThis n8n demonstrates how to build a simple Google Drive MCP server to search and get contents of files from Google Drive. This MCP example is based off an official MCP reference …Google Drive · Call n8n Workflow Tool · OpenAI4.8k views
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↗Build your own PostgreSQL MCP serverThis n8n demonstrates how to build a simple PostgreSQL MCP server to manage your PostgreSQL database such as HR, Payroll, Sale, Inventory and More! This MCP example is based off a…Postgres · Call n8n Workflow Tool5.7k views
↗Gmail MCP Server – Your All‑in‑One AI Email ToolkitGmail MCP Server Expose Gmail’s full API as a single SSE “tool server” endpoint for your AI agents. What it does Spins up an MCP Trigger that streams Server‑Sent Events to LangCha…5.8k views
↗IT Support Chatbot with Google Drive, Pinecone & Gemini | AI Doc ProcessingThis n8n template empowers IT support teams by automating document ingestion and instant query resolution through a conversational AI. It integrates Google Drive, Pinecone, and a C…Google Drive · Code · AI Agent · Recursive Character Text Splitter · Pinecone Vector Store10.8k views
↗Build an AI-Powered Tech Radar Advisor with SQL DB, RAG, and Routing AgentsAI-Powered Tech Radar Advisor This project is built on top of the famous open source ThoughtWorks Tech Radar. You can use this template to build your own AI-Powered Tech Radar …Google Sheets · Google Drive · MySQL · Google Docs · Code12.5k views
↗⚡📽️ Ultimate AI-Powered Chatbot for YouTube Summarization & Analysis🎥 YouTube Video AI Agent Workflow This n8n workflow template allows you to interact with an AI agent that extracts details and the transcript of a YouTube video using a provided …HTTP Request · Code · AI Agent · OpenAI Chat Model · Simple Memory17.6k views
↗AI Voice Chatbot with ElevenLabs & OpenAI for Customer Service and RestaurantsThe "Voice RAG Chatbot with ElevenLabs and OpenAI" workflow in n8n is designed to create an interactive voice-based chatbot system that leverages both text and voice inputs for pro…HTTP Request · Google Drive · AI Agent · Embeddings OpenAI · OpenAI Chat Model62.2k views
↗Build a Document-based AI Chatbot with Google Drive, Llama 3, and Qdrant RAGOverview This template allows users to set up an AI-powered chatbot that retrieves and processes knowledge from Google Drive documents using Retrieval-Augmented Generation (RAG). B…Google Drive · AI Agent · Ollama Chat Model · Recursive Character Text Splitter · Default Data Loader271 views
↗Perplexity-Style Iterative Research with Gemini and Google SearchAI Comprehensive Research on User's Query with Gemini and Web Search What is this? Perform comprehensive research on a user's query by dynamically generating search terms, queryin…HTTP Request · Redis · Code · Basic LLM Chain · Structured Output Parser485 views
↗Get Real-Time Security Insights with NixGuard RAG and Wazuh IntegrationEffortlessly integrate NixGuard API into your n8n workflows for real-time security insights using your API key. This connector enables seamless interaction with Nix, providing rapi…HTTP Request · Code1.2k views
↗Automate Support Ticket Triage and Resolution with JIRA and AIThis n8n template automates triaging of newly opened support tickets and issue resolution via JIRA. If your organisation deals with a large number of support requests daily, autom…Jira Software · Basic LLM Chain · OpenAI Chat Model · Structured Output Parser3.7k views
↗🤖🔍 The Ultimate Free AI-Powered Researcher with Tavily Web Search & Extract🔍 This n8n workflow integrates Tavily's search and extract APIs with AI summarization capabilities to process web content efficiently. Quick Setup Get your Tavily API key from ht…HTTP Request · Basic LLM Chain · OpenAI Chat Model21.3k views
↗Turn websites into RAG chatbot knowledge bases with Apify, OpenAI and PineconeThis n8n template transforms any website into a fully functional RAG-ready chatbot knowledge base. It crawls sites using the AI Training Data Scraper community node, chunks content…Code · Pinecone Vector Store · OpenAI3 views
↗🤖 Build a Documentation Expert Chatbot with Gemini RAG PipelineHow it works This template is a complete, hands-on tutorial for building a RAG (Retrieval-Augmented Generation) pipeline. In simple terms, you'll teach an AI to become an expert o…HTTP Request · HTML · AI Agent · Simple Memory · Recursive Character Text Splitter17.1k views
↗Airline Web Check-in Data Extraction with Ollama AI, Google Sheets & Postgres Vector DBOverview This workflow retrieves airline web check-in URLs from Google Sheets, scrapes their content, employs an LLM to generate structured JSON data, refreshes the sheet, creates…Google Sheets · HTTP Request · Basic LLM Chain · Ollama Chat Model · Token Splitter95 views
↗AI-Powered Email Replies with Spam Filtering & FAQ Lookup using GPT-4o mini & PineconeThis 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 repl…Gmail · AI Agent · Embeddings OpenAI · OpenAI Chat Model · Simple Memory255 views
↗📥 Transform Google Drive Documents into Vector EmbeddingsAutomatically convert documents from Google Drive into vector embeddings using OpenAI, LangChain, and PGVector — fully automated through n8n. ⚙️ What It Does This workflow monito…Google Drive · Embeddings OpenAI · Recursive Character Text Splitter · Default Data Loader · Postgres PGVector Store4.3k views
↗Build your own Google Drive MCP serverThis n8n demonstrates how to build a simple Google Drive MCP server to search and get contents of files from Google Drive. This MCP example is based off an official MCP reference …Google Drive · Call n8n Workflow Tool · OpenAI4.8k views
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