Top 768 Support automation workflows

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

Created by: Paul || diagopl
Paul

9 months agoFree

📜 Detailed n8n Workflow Description Main Flow The workflow operates through a three-step process that handles incoming chat messages with intelligent tool orchestration: Message Trigger: The When chat message received node triggers whenever a user message arrives and passes it directly to the Knowledge Agent for processing. Ag...
  • +10

Build a RAG-powered AI Assistant with OpenAI, Google Drive & Supabase Vector DB

Created by: Zakaria Ben || nocodeinnovate
Zakaria Ben

a year ago$5

Target Audience This guide is designed for developers, data scientists, and AI enthusiasts who want to create intelligent chatbots capable of understanding and using custom data. Whether you are building a research assistant, a customer support bot, or an internal knowledge base tool, this workflow helps you integrate your own doc...
  • +5

Company Knowledge Base Agent (RAG)

Created by: Abdul Mir || abdulmir
Abdul Mir

9 months agoFree

Overview Turn your docs into an AI-powered internal or public-facing assistant. This chatbot workflow uses RAG (Retrieval-Augmented Generation) with Supabase vector search to answer employee or customer questions based on your company documents—automatically updated via Google Drive. Whether it’s deployed in Telegram or embedded o...
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🤖 AI Powered RAG Chatbot for Your Docs + Google Drive + Gemini + Qdrant

Created by: Joseph LePage || joe
Joseph LePage

a year agoFree

🤖 AI-Powered RAG Chatbot with Google Drive Integration This workflow creates a powerful RAG (Retrieval-Augmented Generation) chatbot that can process, store, and interact with documents from Google Drive using Qdrant vector storage and Google's Gemini AI. How It Works Document Processing & Storage 📚 Retrieves documents from a ...
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Generate Contextual Recommendations from Slack using Pinecone

Created by: Rahul Joshi || rahul08
Rahul Joshi

9 months ago$25

This advanced Retrieval-Augmented Generation (RAG) automation template for n8n enables contextual, real-time recommendations using Slack messages as input. The workflow extracts referenced documents from Google Drive, performs semantic retrieval from Pinecone, and generates next-step advice using GPT-4o — tailored specifically for ...
  • +6

RAG Chatbot for Company Documents using Google Drive and Gemini

Created by: Mihai Farcas || mihailtd
Mihai Farcas

a year agoFree

This workflow implements a Retrieval Augmented Generation (RAG) chatbot that answers employee questions based on company documents stored in Google Drive. It automatically indexes new or updated documents in a Pinecone vector database, allowing the chatbot to provide accurate and up-to-date information. The workflow uses Google's G...
  • +6

Build a Chatbot, Voice and Phone Agent with Voiceflow, Google Calendar and RAG

Created by: Davide Boizza || n3witalia
Davide Boizza

a year agoFree

Voiceflow is a no-code platform that allows you to design, prototype, and deploy conversational assistants across multiple channels—such as chat, voice, and phone—with advanced logic and natural language understanding. It supports integration with APIs, webhooks, and even tools like Twilio for phone agents. It's perfect for buildin...
  • +9

Voice AI Chatbot with OpenAI, RAG (Qdrant) & Guardrails for WordPress

Created by: Davide Boizza || n3witalia
Davide Boizza

5 months agoFree

This workflow implements a complete Voice AI Chatbot system for Wordress that integrates speech recognition, guardrails for safety, retrieval-augmented generation (RAG), Qdrant vector search, and audio responses. It is designed to be connected to a WordPress Voicebot AI plugin through a webhook endpoint. Key Advantages ✅ Complete...
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Create a Private Document Q&A System with Llama3, Postgres, Qdrant and Google Drive

Created by: David Olusola || dae221
David Olusola

10 months agoFree

⚙️ How It Works: LocalRAG.AI ⚠️ Note: This system only works for self-hosted n8n instances. It will not function on n8n.cloud or other remote setups. LocalRAG.AI is a private, on-prem AI assistant that uses your own documents to answer questions intelligently. It combines LangChain, Ollama, Qdrant, and Postgres into a powerful AI ...
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Build & Query RAG System with Google Drive, OpenAI GPT-4o-mini, and Pinecone

Created by: David Olusola || dae221
David Olusola

a year agoFree

🔍 What This Workflow Does This RAG Pipeline in n8n automates document ingestion from Google Drive, vectorizes it using OpenAI embeddings, stores it in Pinecone, and enables chat-based retrieval using LangChain agents. Main Functions: 📂 Auto-detects new files uploaded to a specific Google Drive folder. 🧠 Converts the file into...
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