N8N Workflows filtra per AI RAG

Document Q&A System with Voyage-Context-3 Embeddings and MongoDB Atlas

On my never-ending quest to find the best embeddings model, I was intrigued to come across Voyage-Context-3 by MongoDB and...

Build an AI Chatbot with InfraNodus Knowledge Graph for Enhanced Responses

Build an embeddable AI chatbot with an access to a knowledge base This is an example of a simple AI...

Create Custom Reasoning Patterns for AI Agents with GraphRAG & Knowledge Ontology

Teach your AI agent HOW to think, not WHAT to think This workflow demonstrates how you can build an AI...

WhatsApp RAG Chatbot with Supabase, Gemini 2.5 Flash, and OpenAI Embeddings

WhatsApp RAG Chatbot with Supabase, Gemini 2.5 Flash, and OpenAI Embeddings This n8n template demonstrates how to build a WhatsApp-based...

Scrape and Analyze Websites with Custom Prompts using Gemini, Apify, and LangChain

🔍 AI-Powered Website Prompt Executor (Apify + OpenRouter) This workflow combines the power of Apify and OpenRouter to scrape website...

Match Medical Symptoms to Products with OpenAI, Qdrant & Google Sheets RAG

🧠 RAG AI Medical Agent – n8n Workflow 👥 Who’s it for This workflow is perfect for: Healthcare ecommerce businesses...

Multi-Source RAG System with GPT-4 Turbo, News & Academic Papers Integration

Multi-Source RAG System with GPT-4 Turbo, News & Academic Papers Integration This workflow provides an enterprise-grade RAG (Retrieval-Augmented Generation) system...

AI-Powered Product Research & Price Comparison with Google Search and OpenAI

**How it works ** This intelligent workflow acts as your personal shopping assistant, helping you quickly research products and find...

Dynamic MongoDB Knowledge Base Chatbot with OpenAI GPT

This workflow creates an intelligent chatbot that uses your MongoDB database as a knowledge base. The AI agent can automatically...

Comprehensive API Integration Suite with Health, Webhook, Auth & Rate Limit Monitoring

How it works This workflow creates a complete MCPserver that provides comprehensive API integration monitoring and testing capabilities. The server...

Build Document RAG System with Kimi-K2, Gemini Embeddings and Qdrant

Generating contextual summaries is an token-intensive approach for RAG embeddings which can quickly rack up costs if your inference provider...

Automated Slack IT Helpdesk with GPT, Supabase Vector Search, and JIRA Ticketing

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. Who is this for? IT...

Vectorize Medical Procedures for Semantic Search with TUSS, Gemini & pgVector

Description This workflow vectorizes the TUSS (Terminologia Unificada da Saúde Suplementar) table by transforming medical procedures into vector embeddings ready...

Build an All-Source Knowledge Assistant with Claude, RAG, Perplexity, and Drive

📜 Detailed n8n Workflow Description Main Flow The workflow operates through a three-step process that handles incoming chat messages with...

Get Real-time Stock Analysis and Rankings with Danelfin's AI Analytics API

Danelfin MCP Server About Danelfin Danelfin is an AI-powered stock analytics platform that helps investors find the best stocks and...

Company Knowledge Base Agent (RAG)

Overview Turn your docs into an AI-powered internal or public-facing assistant. This chatbot workflow uses RAG (Retrieval-Augmented Generation) with Supabase...

Inbox Manager (GPT, Google Calendar & Supabase)

Overview Turn your cluttered inbox into a smart, autonomous assistant that categorizes emails, replies to leads, checks your calendar, and...

Fetch All Page Content from Website and Store with Gemini Embedding in Pinecone

Fetch and Extract all Website Pages Content and Store in Pinecone Vector Database as KnowledgeBase with Google Gemini Embeddings Use...

Create a Knowledge Base Chatbot with OpenAI and Notion for Website Embedding

This workflow creates an AI chatbot that uses your Notion database as a knowledge base and allows for website embedding...

Create a Smart Chatbot using OpenAI GPT and Airtable Knowledge Base

This workflow creates an intelligent chatbot that uses your Airtable database as a knowledge base. The AI agent can automatically...