RAG & Knowledge Bases
800 results — 125 downloadable workflow files, 675 source-linked n8n references
Rank MCP Servers using Contextual AI Reranker
On a chat message, an OpenAI agent fetches MCP servers and ranks them using the Contextual AI reranker.
Twitter/X MCP Post Scheduler
On a schedule, pulls queued posts from MySQL, drafts them with an OpenAI agent and MCP tools, publishes to X, and notifies Slack.
Create AI Intelligence Briefs from Newsletters with Gemini, Slack, and Notion
On a schedule, reads newsletter emails from Gmail, summarizes them with OpenRouter, saves briefs to Notion, and posts to Slack.
Crypto Market Analysis with Chart Img, Browserai & GPT Insights to Telegram
On a schedule, fetches crypto market data and chart images, generates GPT analysis via OpenRouter, and posts trade insights to Telegram.
RAG chatbot using Google Drive
On a new Google Drive file, embeds its content into Supabase, then an OpenAI agent answers chat questions over the documents.
Bigquery RAG with OpenAI Embedding
On a chat message, an OpenAI agent retrieves BigQuery data through a tool sub-workflow and answers with conversational memory.
Contextual Hybrid RAG AI copy
On a chat message, answers questions over a Google Drive and Supabase vector store using OpenAI, indexing new Drive files automatically.
Automated Customer Support System with Gmail, GPT 4 & Vector Knowledge Base
On a new Gmail email, drafts AI replies from an OpenAI Qdrant knowledge base, logs to Google Sheets, and alerts via Telegram.
Knowledge Agent (with Google Drive, Telegram)
Indexes Google Drive files into a vector store and answers Telegram questions using OpenAI with conversation memory.
URL Officer - Respect robots.txt and Avoid Undesirable Sources
On a schedule, checks URLs against robots.txt, extracts data using Mistral, Groq, or Gemini, and stores results in Postgres.
Monitor Reddit Job Posts with GPT 4o Analysis & Telegram Alerts Using Google Sheets
On a schedule, fetches Reddit job posts, analyzes them with Azure OpenAI, logs matches to Google Sheets, and alerts via Telegram.
Generate B2B Lead Opportunities from Websites with Bright Data & OpenRouter AI
On a chat request, scrapes target sites with Bright Data and an OpenRouter agent extracts structured B2B lead opportunities as HTML.
Ultimate Blog Content Author RAG AI Agent + Perplexity Research
On a Slack message, a RAG agent researches via Perplexity and Pinecone, drafts content with Claude, and saves it to Google Docs.
Automated Document Compliance Validation with AI and Vector Database
On a webhook request, embeds document text into Qdrant and validates compliance with an Ollama agent, returning structured results.
Create Data Driven SEO Content Briefs with AI Analysis of Serp Data Using Bright Data
On a chat message, scrapes SERP data with Bright Data and generates a structured SEO content brief using OpenRouter.
Build a chatbot on website content and Airtable data for RAG applications
On manual run, ingests website and Airtable data into a Pinecone vector store, then answers chat queries via an OpenAI/OpenRouter RAG agent.
Zendesk Automation (New Tickets)
On a new Zendesk ticket webhook, retrieves context from a Supabase vector store and drafts an OpenAI agent reply via HTTP.
Create Recurring AI Powered Data Digests in Slack with Super Assistant
On a schedule, fetches data via HTTP and posts a recurring AI-generated digest to Slack.
Store Files in Qdrant CLOUD Fairwork
On new Google Drive files, embeds documents with OpenAI into Qdrant, then answers questions through a Gemini chat agent.
Natural language Q&A for Pipedrive leads using GPT-4o-mini
On a chat message, runs a GPT-4o-mini agent that queries Pipedrive leads and answers questions in natural language.
AI Powered WhatsApp Customer Service with GPT 4, Smart Routing & Knowledge Base
On a WhatsApp message, classifies the request, looks up answers in Supabase and Google Docs, logs to Sheets, and replies via WhatsApp or Gmail.
Build an Advanced Multi Query RAG System with Supabase and GPT 5
On a chat message, an AI agent runs multi-query retrieval over a Supabase vector store with OpenAI embeddings to answer questions.
Slack RAG Knowledge Agent
On a webhook or form, embeds Google Drive documents into a vector store and answers questions with an OpenAI agent in Slack.
Parse, Normalize, Extract, and Store PDF Content for RAG in Pinecone
On a new Google Drive file, extracts and chunks PDF text, embeds it with OpenAI, and stores vectors in Pinecone.