RAG & Knowledge Bases
800 results — 125 downloadable workflow files, 675 source-linked n8n references
Photo Cost Estimate Pro
On a form submission, analyzes uploaded photos with OpenAI and a Qdrant vector store to generate and return a cost estimate.
DDC CWICR - Text Estimator v11 (AI Nodes)
On a Telegram message, routes a text cost estimate through OpenAI, Gemini, Anthropic, OpenRouter, or DeepSeek models and replies via Telegram.
Generate LinkedIn posts using Telegram, Supabase vector DB and OpenAI RAG
On a Telegram message, generates LinkedIn posts using Supabase vector RAG with OpenAI and Gemini, and publishes them to LinkedIn.
AI Sales Chatbot: RAG, Lead Capture, Scoring, CRM and DB Sync, and Slack Alerts
On a chat message, answers using Supabase vector RAG with Google Gemini, captures and scores leads into Google Sheets, and alerts via Slack.
AI-Powered Academic Research Intelligence and Publication Management System
On a schedule, fetches research papers, builds an OpenAI vector store, extracts structured insights with an agent, and records them in Google Sheets.
Qualify and Email Literary Agents with Gpt‑4.1, Gmail and Google Sheets
On a schedule, scores literary agents with an OpenAI agent, logs them to BigQuery, Google Sheets and S3, and sends outreach via Gmail.
Automate Founder Digest & Lead Discovery from Hacker News with GPT 4o
On a schedule, searches Hacker News via SerpAPI, summarizes founders and leads with an Azure OpenAI agent, emails a digest, and logs leads to Google Sheets.
AI Chat Agent for Zendesk Knowledge Base
On a webhook chat message, runs an OpenAI agent with conversation memory that queries InfraNodus and HTTP knowledge-base tools, then replies through the webhook.
Classify and Auto Reply to Gmail with OpenAI, Google Sheets RAG and Telegram
On a new Gmail email, classifies it with OpenAI using Google Sheets as RAG, sends an auto-reply, and notifies via Telegram.
Create a Lookio RAG assistant from a CSV text corpus
From an uploaded CSV form, extracts and batches the text corpus, then builds a Lookio RAG assistant via HTTP.
Autonomous AI-Driven Document Trust, Fraud Detection and Compliance Engine
On a webhook, extracts and hashes document content, runs OpenAI fraud and compliance analysis with vector search, stores results in Postgres, and alerts Slack.
AI Powered Multi Model Research Analysis & Report Generation
On a webhook, queries multiple AI models over HTTP, stores the analysis in Postgres, and delivers the generated report via Slack and email.
ArynPineconeChatWithData
Loads S3 documents parsed by Aryn into a Pinecone vector store with OpenAI embeddings, then answers chat questions through a retrieval agent.
Analyze Stock Sentiment with AI and Create Asana Tasks with Slack Alerts
On a webhook, an OpenAI agent scores stock sentiment, creates Asana tasks, and posts Slack alerts.
Write Personalized Cold Emails from LinkedIn Leads with Wiza
On a form submission, enriches LinkedIn leads via Wiza, researches them with an OpenAI agent and Perplexity, then sends personalized cold emails via Gmail.
Create an AI Telegram bot using Google Drive, Qdrant, and OpenAI GPT-4.1
On new Google Drive files, embeds them into Qdrant with OpenAI, then answers Telegram queries through a retrieval agent.
SEO Marketing Content Generator for AI and Engineering Education Services
On manual run, an OpenAI agent researches via SerpApi, Reddit, YouTube, and Wikipedia to generate SEO content logged to Google Sheets.
Intelligent Skool Community Search with AI Analysis
On form submission, searches a Skool community via API, analyzes the results, and saves a report to Google Docs.
Build a Website Powered Customer Support Chatbot with Decodo, Pinecone and Gemini
Crawls website content via Decodo, embeds it into Pinecone with Gemini, then answers customer chat queries using a Gemini agent.
Send AI Curated Weekly News Digests with RSS, Vector Db & GPT 4o
On a schedule, reads RSS feeds, embeds articles into a vector store, and emails an AI-curated weekly digest via Gmail using GPT-4o.
Generate AI-powered RAG recommendations from form submission to email
On a form submission, generates RAG-based recommendations with an OpenRouter LLM agent and emails them to the requester via Gmail.
Template - MySQL Schema Embeddings in Pinecone
On manual run, reads MySQL schema, splits and embeds it with OpenAI, and stores the vectors in Pinecone for retrieval.
Generate Comprehensive Client Brief Reports with Llama 3 AI & Google Workspace
On a new Google Drive file, generates a client brief with Groq Llama, writing a Google Doc, logging to Sheets, and emailing via Gmail.
Audio Transcription & Chat BOT with Assemblyai, Gemini, and Pinecone RAG
On form upload, transcribes audio and indexes it in Pinecone with Gemini embeddings; a Gemini chat agent answers questions from the knowledge base.