Best Free 316 n8n RAG & Knowledge Base Workflows

AI Data Analyst Agent for NocoDB Spreadsheets

Use this powerful n8n workflow to deploy an AI data analyst that queries and summarizes NocoDB data based on natural language inputs, utilizing advanced LangChain features.

AI Blog Post Generation using Perplexity and Claude

Generate fresh, SEO-optimized blog posts automatically using this powerful n8n workflow. This n8n templates combines Perplexity AI research with Anthropic Claude writing for daily content automation.

Documentation Expert Chatbot with RAG and Gemini

Build a custom RAG chatbot using an n8n workflow, Gemini, and Supabase. Index n8n documentation to create an AI expert that answers questions about any n8n node or feature accurately.

AI Blog Post Generation using Perplexity and Claude

Generate fresh, SEO-optimized blog posts automatically using this powerful n8n workflow. This n8n templates combines Perplexity AI research with Anthropic Claude writing for daily content automation.

AI Legal Q&A Chatbot with RAG and Pinecone

Deploy a robust AI Legal Assistant using this powerful n8n workflow. Integrate Telegram, OpenAI, and Pinecone for real-time, document-backed legal Q&A. This advanced n8n templates uses RAG.

Documentation Expert Chatbot with RAG and Gemini

Build a custom RAG chatbot using an n8n workflow, Gemini, and Supabase. Index n8n documentation to create an AI expert that answers questions about any n8n node or feature accurately.

Intelligent AI Agent powered by Google Gemini with Memory and Tool Use

Build and deploy a state-of-the-art AI Agent using this specialized n8n workflow. Leveraging Google Gemini, SerpAPI for RAG, and short-term memory, this n8n templates solution is perfect for complex analytical tasks. Learn how to configure every n8n node.

AI RAG Chatbot for Document Indexing and Qdrant Retrieval

Build a powerful Retrieval-Augmented Generation (RAG) system using this advanced n8n workflow. Index Google Drive documents into Qdrant using OpenAI embeddings and Google Gemini for context-aware Q&A.

Strapi CMS Operations Toolkit for AI Agents

Use this comprehensive n8n workflow as a powerful AI Agent tool to manage your Strapi CMS content. This n8n template handles Create, Read, Update, and Delete operations dynamically via an n8n trigger.

YouTube Transcript Processing and Pinecone Vector Upsert for RAG

Use this powerful n8n workflow to automatically scrape YouTube transcripts via Apify, process the text, and upsert the data into Pinecone using OpenAI embeddings for RAG applications.

Google Drive to PGVector Knowledge Base Builder

Automate loading files (PDF, JSON, text) from Google Drive into a PGVector database using n8n. This powerful n8n workflow creates a RAG knowledge base using OpenAI embeddings.

AI-Powered Q&A Chatbot for Confluence Documentation

Use this powerful n8n workflow to turn your Confluence pages into an AI-powered chatbot. Deploy intelligent Q&A powered by RAG, memory, and OpenAI integration.

Automated Workflow Positioning and Advanced AI Agent RAG Framework

Use this comprehensive n8n workflow template to automatically reposition your nodes for optimal layout and explore advanced RAG architectures using n8n AI nodes and LLMs.

New York Times Article Search Tool for AI Agents

Build a specialized n8n workflow to connect AI agents to the New York Times Article Search API using the n8n MCP trigger. Ideal for advanced RAG systems and utilizing specialized n8n templates.

Daily Zendesk Ticket Analysis and Slack Reporting using AI and Pinecone

Use this powerful n8n workflow to automate daily Zendesk ticket summarization. Leverage OpenAI, Pinecone vector storage, and an n8n AI agent to generate key insights and post them directly to Slack.

Youtube Video RAG Search Engine with Qdrant and AI

Build a powerful RAG search engine using this n8n workflow. Scrape YouTube transcripts with Apify, vectorise with OpenAI, and search Qdrant for precise, timestamped results, served via an n8n hosted frontend.

AI-Powered Wikipedia Podcast Creator via Telegram

Automate podcast generation directly from Telegram. This powerful n8n workflow uses Anthropic, Wikipedia, and ElevenLabs to create and deliver high-quality audio summaries.

WhatsApp Virtual Receptionist with RAG and Gemini AI

Build an advanced WhatsApp virtual receptionist using this n8n workflow. This automation handles both text and voice inputs, leveraging Google Gemini AI, Pinecone RAG for accurate answers, and context-aware memory.

Automated WhatsApp RAG Customer Support with Cohere Reranking and Google Drive Sync

Build an advanced n8n workflow for WhatsApp customer support. Features Google Drive RAG indexing, GPT-4.1-mini AI Agent, memory, and Cohere reranking for safe, professional replies. Deploy high-quality n8n templates.

WhatsApp Retrieval-Augmented Generation (RAG) Chatbot using Supabase, Gemini, and OpenAI

Build an advanced WhatsApp RAG chatbot using this powerful n8n workflow. It uses the n8n node ecosystem to integrate Gemini 2.5 Flash, OpenAI embeddings, and Supabase for efficient knowledge retrieval.

WhatsApp Customer Support Agent with Gemini and Google Docs RAG

Deploy a powerful n8n workflow for WhatsApp customer support. Uses Google Gemini AI, Google Docs as a knowledge base, and handles the 24-hour window rule. Integrate this n8n template now.

Website Content RAG Chatbot with Live Data Lookup via Pinecone and Airtable

Create an advanced RAG chatbot using this comprehensive n8n workflow template. Scrape website content, generate OpenAI embeddings, index in Pinecone, and use the n8n node ecosystem to integrate live Airtable data.

RAG Chatbot with Google Drive, Mistral OCR, and Qdrant

Build an advanced RAG chatbot using this n8n workflow template. It manages Google Drive document ingestion, uses Mistral AI for OCR and embeddings, and stores data in Qdrant for fast retrieval.