RAG & Knowledge Bases
800 results — 125 downloadable workflow files, 675 source-linked n8n references
Handle Clinic WhatsApp Support with GPT 4o Mini, Pinecone RAG and Gmail Alerts
On a schedule, answers clinic queries with a GPT-4o-mini agent using Pinecone RAG, logging to Google Sheets and Docs and sending Gmail alerts.
Enhance Customer Support with RAG Powered AI
On incoming email, WhatsApp, or Slack messages, answers via an OpenAI RAG agent over Supabase, routing to Zendesk, Slack, email, and Google Sheets.
Contextual AI Agent Orchestration
On a form submission, routes queries through a Gemini agent with Contextual AI tools and memory to return answers.
Monitor Furusato Nozei Market Trends with Google News, AI Analysis and Slack Reporting
On schedule, gathers Google News RSS items, analyzes Furusato Nozei market trends with an OpenRouter agent, and reports to Slack.
AI Agent with Retrieval Augmented Generation Using a Redis Vector Store
On a chat message, an OpenAI agent answers questions using retrieval-augmented generation over a Redis vector store with Redis chat memory.
Customer Support Agent
On a new Gmail email, an AI agent classifies the request and answers from a Pinecone knowledge base, replying via Gmail and alerting Slack.
WhatsApp Virtual Agent with Gemini AI Handles Text & Voice with Knowledge Base
On an incoming WhatsApp message, answers text and voice queries with a Gemini agent grounded in a Pinecone knowledge base.
ITSM1
On a chat message, a Gemini agent classifies IT requests, queries a Qdrant knowledge base, and creates ServiceNow tickets.
Generate AI-powered SEO audit reports from company websites
On a webhook submission, crawls a company website, generates an SEO audit with AI, renders a PDF via PDF.co, and emails it via Gmail.
AI Powered WhatsApp Support BOT with Ticket Creation for Google Sheets
On a WhatsApp message, answers via an OpenAI agent with Pinecone knowledge, logs tickets to Google Sheets, and emails through Gmail.
Fetch All Page Content from Website and Store with Gemini Embedding in Pinecone
On form submission, crawls a website's pages, embeds the extracted content with Google Gemini, and stores the vectors in Pinecone.
🤖 Create a Documentation Expert BOT with RAG, Gemini, and Supabase
On a schedule, scrapes and embeds documentation into Supabase with Gemini, powering a RAG agent that answers questions from the vector store.
Sync Zendesk Knowledge Base Articles to Airtable with Markdown Conversion
On manual or scheduled run, fetches Zendesk Knowledge Base articles via HTTP, converts them to Markdown, and upserts them into Airtable.
Slack AI ChatBot : Context-Aware, Replies to Mentions AND also DMs
On a Slack mention or DM, an OpenAI agent with Pinecone memory generates a context-aware reply and posts it back to Slack.
Gmail Smart Auto Responder with GPT 4o and Google Drive Context Memory
On a new Gmail email, retrieves Google Drive context via OpenAI embeddings and an agent to draft and send a reply.
Bundle RAG Upload
On a Google Drive file event, loads and splits documents, embeds them with OpenAI, and upserts the vectors into Pinecone.
Medical Q&a Assistant for Urology Using RAG with Pinecone and GPT 4o
On a chat message, an OpenAI agent answers urology questions using RAG over a Pinecone vector store.
Octagon Stock Quote Skill to Google Sheets - Template Ready GPT 5.4 Mini
On manual run, fetches stock quotes through an Octagon AI agent on OpenAI and writes them to Google Sheets.
Complete RAG System with Automatic Source Citations Using Qdrant
Indexes Google Drive documents into Qdrant with OpenAI embeddings, then answers chat questions via Gemini with source citations.
Generate Research Questions and AI Prompts from PDF Documents based on Content Gaps
On a PDF upload via form, extracts the document text and generates research questions and AI prompts from its content gaps.
Google Drive File Ingestion to Supabase for Knowledge Base
When a file lands in Google Drive, extracts and embeds its text with OpenAI into a Supabase vector store, notifying via Gmail.
RAG Pipeline and Chatbot
On a Google Drive file, embeds documents with Ollama into Qdrant, then answers chat queries from the indexed knowledge base.
AI Comprehensive Research on User's Query (reproduction of gemini-fullstack-langgraph-quickstart)
On a chat message, runs iterative Gemini-powered web research, caching state in Redis to produce a comprehensive answer.
🤖 AI Personal Assistant with GPT-4o, Memory & Scheduling for WhatsApp
On a WhatsApp message, answers using GPT-4o with Postgres memory and Supabase vector search, caching state in Redis.