Field intelligence for AI-first professionalsVol. II · Nº 56 · Saturday, August 15, 2026
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761 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.

WhatsApp Group Chat with Your Vector Database — No Facebook Business RequiredEnable smart, real-time answers in your WhatsApp groups using a custom webhook, Pinecone vector database, and no Facebook Business setup. > 🟡 Note: This template uses a customGoogle Drive · Code · AI Agent · Embeddings OpenAI · OpenAI Chat Model779 views
Search Google, Bing, Yandex & Extract Structured Results with Bright Data MCP & Google GeminiNotice Community nodes can only be installed on self-hosted instances of n8n. Who this is for? The Search Engine Intelligence Extractor is a powerful n8n automation that leverageHTTP Request · AI Agent · Google Gemini Chat Model · Information Extractor487 views
Telegram AI Chatbot with Document-Based Answers using OpenAI and PGVector RAG🤖 AI Q&A Chatbot Workflow – Build Your Own AI Agent Trained on Private Documents This powerful AI automation add-on upgrades your Telegram Bot Starter Template by integrating a fPostgres · Google Drive · Code · AI Agent · Basic LLM Chain545 views
Build an AI IT Support Agent with Azure Search, Entra ID & JiraAn intelligent IT support agent that uses Azure AI Search for knowledge retrieval, Microsoft Entra ID integration for user management, and Jira for ticket creation. The agent can aHTTP Request · Code · AI Agent · Simple Memory · Google Gemini Chat Model748 views
AI-Powered Auto-Generate Exam Questions and Answers from Google Docs with GeminiThis workflow automates the creation of exam questions (both open-ended and multiple-choice) from educational content stored in Google Docs, using AI-powered analysis and vector daGoogle Sheets · HTTP Request · Google Docs · Code · AI Agent1.5k views
Conversational PostgreSQL Agent with Visuals, Multi-KPI, and Data Editing (MCP)Ask your PostgreSQL database complex questions and receive clear summaries, charts, and even update or insert data — all through one smart agent powered by n8n’s Model Context ProtPostgres · AI Agent · Anthropic Chat Model · Simple Memory · Call n8n Workflow Tool1.9k views
Build a Document QA System with RAG using Milvus, Cohere, and OpenAI for Google DriveTemplate Description This template creates a powerful Retrieval Augmented Generation (RAG) AI agent workflow in n8n. It monitors a specified Google Drive folder for new PDF files,Google Drive · AI Agent · Embeddings Cohere · OpenAI Chat Model · Simple Memory2.3k views
AI Agent Web Search using SearchAPI & LLM🤖 AI Agent Web Search using SearchApi & LLM Who is this for? This workflow is ideal for anyone conducting online research, including students, researchers, content creators, andAI Agent · OpenAI Chat Model · Simple Memory2k views
Chat with Your Email History using Telegram, Mistral and Pgvector for RAGWho is this for? Everyone! Did you dream of asking an AI "what hotel did I stay in for holidays last summer?" or "what were my marks last semester like?". Dream no more, as vectoTelegram · Code · AI Agent · OpenAI Chat Model · Simple Memory2.8k views
Build your own Youtube MCP serverThis n8n demonstrates how to build a simple Youtube MCP server to look up videos on Youtube and download their transcripts for research purposes. Youtube videos are a great sourceHTTP Request · Call n8n Workflow Tool2.7k views
Document Analysis & Chatbot Creation with Llama Parser, Gemini LLM & Pinecone DB📄Description This automation workflow enables users to upload files via an N8N form, automatically analyzes the content using Google Gemini agents, and delivers the analyzed resulHTTP Request · Gmail · Code · AI Agent · Question and Answer Chain2.8k views
RAG:Context-Aware Chunking | Google Drive to Pinecone via OpenRouter & GeminiWorkflow based on the following article. https://www.anthropic.com/news/contextual-retrieval This n8n automation is designed to extract, process, and store content from documents Google Drive · Code · AI Agent · Recursive Character Text Splitter · Pinecone Vector Store8.5k views
Building RAG Chatbot for Movie Recommendations with Qdrant and Open AICreate a recommendation tool without hallucinations based on RAG with the Qdrant Vector database. This example is based on movie recommendations on the IMDB-top1000 dataset. You caGitHub · HTTP Request · AI Agent · Embeddings OpenAI · OpenAI Chat Model31.1k views
Notion knowledge base AI assistantWho is this for This workflow is perfect for teams and individuals who manage extensive data in Notion and need a quick, AI-powered way to interact with their databases. If you're Notion · AI Agent · OpenAI Chat Model · Simple Memory · HTTP Request Tool40.2k views
Chat with PDF docs using AI (quoting sources)This workflow allows you to ask questions about a PDF document. The answers are provided by an AI model of your choice, and the answer includes a citation pointing to the informatiGoogle Drive · Code · Basic LLM Chain · Embeddings OpenAI · OpenAI Chat Model95.4k views
Turn any website into an AI support chatbot with OpenAI and PineconeComplete AI support system using website data (RAG pipeline) This template provides a full end-to-end Retrieval-Augmented Generation (RAG) system using n8n. It includes two connecHTTP Request · Code · AI Agent · Embeddings OpenAI · OpenAI Chat Model31 views
Monitor hotel competitor rates and answer WhatsApp Q&A using OpenAI GPT-4.1How It Works Top Branch Workflow A 1. The Market Intelligence: Patrols the Market: Runs hourly to scrape competitor rates for future days. Gathers Intel: If prices spike, it instHTTP Request · WhatsApp Business Cloud · Code · HTML · AI Agent50 views
Auto-Update Knowledge Base with Drive, LlamaIndex & Azure OpenAI EmbeddingsThis Workflow auto-ingests Google Drive documents, parses them with LlamaIndex, and stores Azure OpenAI embeddings in an in-memory vector store—cutting manual update time from 30 mHTTP Request · Google Drive · Simple Vector Store · Default Data Loader · Embeddings Azure OpenAI74 views