RAG & Knowledge Bases
800 results — 125 downloadable workflow files, 675 source-linked n8n references
Intelligent Project Delivery and Task Management System
On schedule, fetches project data and a Claude agent assesses delivery progress and generates prioritized task assignments.
AI Powered Ticket Triage with Multi Model Classification & Knowledge Base
On a webhook ticket, an OpenAI agent classifies it against a PGVector knowledge base, logs to Postgres, and alerts Slack.
WhatsApp AI Sales Agent using PDF Vector Store
On a WhatsApp message, answers with an OpenAI sales agent grounded in a PDF vector store and replies via WhatsApp.
Auto Resolve Jira Tickets with GitHub Copilot Using Port Context
On a new Jira ticket, pulls Port context, resolves it with GitHub Copilot, and updates the Jira issue.
Google Docs MCP Server — Read & Write Access for Agents
On agent MCP requests, exposes Google Drive and Google Docs tools to read and write documents.
Build a Multi Agent System with n8n, Qdrant, Gmail & OpenAI
On chat message, indexes Google Drive docs into Qdrant and runs a multi-agent system that sends Gmail and queries the web via OpenAI and OpenRouter.
Build a RAG Agent with n8n, Qdrant & OpenAI
On new Google Drive files, embeds documents into Qdrant with OpenAI, then answers chat queries via a retrieval-augmented agent.
Generate AI Stock Reports W/ Fundamental, Technical, & News Analysis (Free Apis)
On a schedule or form submission, gathers fundamental, technical, and news data, generates AI stock reports with Gemini and OpenAI, and emails them.
Multi Agentic Customer Query Handling and Resolution Orchestrator with Guardrails
On incoming email, a guarded multi-agent system resolves customer queries with Gemini and a Supabase vector store, replying via Gmail and logging to Airtable.
AI-Powered Deal Content Recommendation and Personalization
On a webhook, fetches deal data from Zoho CRM, generates personalized content recommendations with OpenAI, and emails them via Gmail.
Auto-RAG: Google Drive to Pinecone Vector Store
On a new Google Drive file, splits and embeds it with OpenAI and upserts the vectors into a Pinecone store.
AI WhatsApp Support with Human Handoff Using Gemini, Twilio, and Supabase RAG
On a WhatsApp message via Twilio, answers with a Gemini RAG agent over Supabase-embedded Drive docs, escalating to humans and logging in Airtable.
Basic AI Chatbot using GraphRAG
On chat or webhook message, answers questions using an InfraNodus GraphRAG knowledge graph and returns the response.
Build a Website AI Chatbot with Lead Capture Using Gemini and Supabase RAG
On chat message, answers from a Supabase RAG of Google Drive docs using Gemini and OpenAI, and captures leads to Supabase.
Smart AI Support Assistant for Telegram
On a Telegram message, retrieves answers from a Pinecone knowledge base using OpenAI embeddings and replies to the user in Telegram.
Curate Contributor Friendly Issues with AI and Send GitHub Newsletter Via Email Copy
On manual run, fetches contributor-friendly GitHub issues via GraphQL, curates them with OpenRouter, and sends a newsletter by SMTP email.
Telegram RAG Buyer Assistant
On a Telegram message, runs an OpenAI agent that retrieves from a Pinecone vector store and Google Sheets, then replies in Telegram.
Create Personalized News Digests with GPT 5.1, Serpapi, and Telegram Delivery
On a schedule, gathers news via Tavily search, builds a personalized digest with OpenAI, and delivers it to Telegram.
Monitor Google Maps Reviews with Sentiment Analysis & RAG Agent Using Pinecone
On a schedule, fetches Google Maps reviews, runs sentiment analysis with an OpenAI RAG agent over Pinecone, logs to Google Sheets, and alerts Telegram.
AI-Powered Report Discovery Agent
On a schedule, fetches reports via HTTP, evaluates them with an OpenAI agent, and logs discoveries to Google Sheets.
Simple Scheduling and Internal Document Query BOT with Telegram
Via Telegram chat, a Gemini agent books Google Calendar events and answers questions from Google Docs and Sheets.
AGENTIC AI
On a form submission, fetches data via HTTP and runs a Groq LLM chain, returning the generated response through the webhook.
Chat with News Articles Using AI Analysis in Telegram with Vector Search
On a Telegram message, fetches and embeds news articles, then answers with an OpenAI agent over vector search and replies in Telegram.
AI Powered Company Documents Q&a Assistant with Google Drive and GPT 4 Mini
Indexes Google Drive documents into a vector store and answers webhook questions with an OpenAI agent, replying over the webhook.