Best n8n Default Data Loader Node & Integration: Workflows & Templates

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-Powered WhatsApp Restaurant Delivery Assistant

Automate restaurant orders and customer support using this advanced n8n workflow. Integrates WhatsApp (Evolution API), LangChain Agents, RAG, and Supabase for ultimate delivery automation.

AI Travel Planning Agent with Gemini and MongoDB Atlas

Build a robust, knowledge-enhanced AI travel assistant using this powerful n8n workflow template. Leverage the Gemini LLM, MongoDB Atlas Vector Search for RAG, and persistent conversation memory.

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-Powered WhatsApp Restaurant Delivery Assistant

Automate restaurant orders and customer support using this advanced n8n workflow. Integrates WhatsApp (Evolution API), LangChain Agents, RAG, and Supabase for ultimate delivery automation.

AI Omnichannel Restaurant Assistant (WhatsApp, Instagram, Messenger)

Automate your restaurant's customer service across WhatsApp, Instagram, and Messenger using this robust n8n workflow. Integrates LangChain AI, OpenAI, Supabase, and handles RAG, payments, and lead management.

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.

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.

Multi-Channel AI Pet Shop Assistant with GPT-4o, Supabase & Payment Integration

A robust n8n workflow for a Pet Shop AI assistant automating multi-channel customer service (WhatsApp, Instagram, Facebook), lead management, payment processing, delivery calculation, and RAG knowledge base updates using GPT-4o.

AI Agent for Pet Shop Customer Service and Appointment Booking via WhatsApp

Use this advanced n8n workflow to deploy an AI Agent that handles pet shop appointments, RAG knowledge retrieval, and payment confirmations seamlessly through WhatsApp using the Evolution API.

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 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.

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.

WooCommerce Post-Sales Support Chatbot using GPT-4o, RAG, and Telegram

Build a powerful WooCommerce support AI chatbot using n8n and GPT-4o. This n8n workflow handles order tracking, identity verification, RAG knowledge, and Telegram escalation.

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.

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.

Vectorizing Medical Procedure Codes (TUSS) using PGVector and Gemini

Create a high-performance semantic search index for Brazilian medical procedures (TUSS) using this automated n8n workflow. Leverages Google Gemini embeddings and PGVector for RAG.

AI Travel Planning Agent with RAG and Couchbase Vector Search

Deploy a cutting-edge RAG travel planning solution using this advanced n8n workflow. It integrates Google Gemini, OpenAI embeddings, and Couchbase vector search for highly accurate trip advice.

RAG Chatbot for PDF Documents via Telegram

Use this comprehensive n8n workflow to create a Retrieval-Augmented Generation (RAG) chatbot on Telegram. Index PDFs into Pinecone and answer queries using Groq LLMs.

Advanced RAG Pipeline: Document Ingestion, Structured Extraction, and Knowledge Base Sync

Use this advanced n8n workflow to monitor Google Drive, extract structured data using AI Agents (Azure OpenAI), update Google Sheets, and build a Pinecone vector knowledge base.

Glassdoor Data Extraction and Gemini AI Summarization

Automate Glassdoor company data scraping using Bright Data and summarize key findings instantly with the Google Gemini LLM. Deploy this advanced n8n workflow.

AI Assistant with RAG, Google Sheets Context, and Pinecone Memory

Deploy a powerful n8n workflow for an AI chat assistant using Pinecone RAG and Google Sheets logging. This n8n template features auto-indexing, weekly reports, and GPT-5 integration.

Slack Knowledge Base Chatbot using RAG and Claude

Build a powerful Slack AI Chatbot n8n workflow using RAG, Qdrant, Google Drive, and Anthropic Claude 3.7. Automate internal queries instantly with this high-density n8n template.

Search & Summarize Web Data using Bright Data, Perplexity, and Gemini

Automate deep web searches and content summarization using this powerful n8n workflow. Integrate Bright Data, Perplexity, and Gemini AI for efficient, asynchronous data processing and reporting.

Semantic Caching for LLMs using Redis and HuggingFace

Reduce large language model costs and improve latency using this advanced n8n workflow. It implements a semantic cache with Redis and HuggingFace embeddings.

Recipe Recommendation Engine with Mistral AI and Qdrant

Build a sophisticated AI recipe recommendation engine using this advanced n8n workflow. Scrape menu data, generate embeddings with Mistral, store in Qdrant, and use an n8n AI Agent for dynamic, personalized suggestions.

Context-Aware RAG Indexing from Google Drive to Pinecone

Use this advanced n8n workflow to automate RAG data preparation. It pulls documents from Google Drive, uses an AI agent (via OpenRouter/Gemini) for context-aware chunking, and indexes the enriched vectors in Pinecone. Leverage powerful n8n templates for superior vector search.

RAG Chatbot for Multi-Format Documents (PDF, CSV, JSON)

Use this powerful n8n workflow to create a conversational AI agent capable of reading and answering questions based on complex multi-format file uploads (PDF, CSV, images, JSON). Leverage OpenAI and Gemini for advanced RAG capabilities.

Business Data Query Agent with RAG and Text-to-SQL

Deploy an advanced AI assistant using this n8n workflow. It combines Retrieval-Augmented Generation (RAG) via Supabase and Text-to-SQL via Peliqan to query internal documents and quantitative business data effectively. This n8n template accelerates BI.

Recursive Document RAG Pipeline with Supabase and Multi-LLM Context

Implement a robust n8n workflow for Retrieval-Augmented Generation (RAG) using recursive chunking. Integrate Google Drive, OpenAI, and Supabase Vector Store for powerful knowledge base automation.