Chat with your email history using Telegram, Mistral and Pgvector for RAG

Get exchange rates from ČNB for Telegram messages

Whenever your Telegram bot receives a message with a valid currency code, Make will retrieve relevant exchange rate for it relative to Czech koruna and send it to your Telegram.

AI-powered WhatsApp chatbot for text, voice, images, and PDF with RAG

Who is this for? This template is designed for internal support teams, product specialists, and knowledge managers in technology companies who want to automate ingestion of product documentation and enable AI-driven, retrieval-augmented question answering via WhatsApp. What problem is this workflow solving? Support agents often spend too much time manually searching through lengthy documentation, leading to inconsistent or delayed answers. This solution automates importing, chunking, an

Amazon product search scraper with BrightData, GPT-4, and Google Sheets

This workflow automates web scraping of Amazon search result pages by retrieving raw HTML, cleaning it to retain only the relevant product elements, and then using an LLM to extract structured product data (name, description, rating, reviews, and price), before saving the results back to Google Sheets. It integrates Google Sheets to supply and collect URLs, BrightData to fetch page HTML, a custom n8n Function node to sanitize the HTML, LangChain (OpenRouter GPT-4) to parse product details, and G

Find quality YouTube videos with automated filtering & relevance scoring to Google Sheets

Who's it for Content creators, researchers, educators, and digital marketers who need to discover high-quality YouTube training videos on specific topics. Perfect for building curated learning resource lists, competitive research, or content inspiration. What it does This workflow automatically searches YouTube using multiple search queries, filters for quality content, scores videos by relevance, and exports the top results to Google Sheets. It processes hundreds of videos and delivers o

Analyze brand visibility in AI SERPs with SE Ranking and OpenAI GPT-4.1 mini

This workflow automates brand intelligence analysis across AI-powered search results by combining SE Ranking’s AI Search data with structured processing in n8n. It retrieves real AI-generated prompts, answers, and cited sources where a brand appears, then normalizes and consolidates this data into a clean, structured format. The workflow eliminates manual review of AI SERPs and makes it easy to understand how AI search engines describe, reference, and position a brand. Who this is for

Ai data extraction with dynamic prompts and Airtable

This n8n template introduces the Dynamic Prompts Ai workflow pattern which are incredible for certain types of data extraction tasks where attributes are unknown or need to remain flexible. The general idea behind this pattern is that the prompts for requested attributes to be extracted live outside the template and so can be changed at any time - without needing to edit the template. This seriously cuts down on maintainance requirements and is reusable for any number of tables at little cost. C

Conversational interviews with AI agents and n8n forms

This n8n template combines an AI agent with n8n's multi-page forms to create a novel interaction which allows automated question-and-answer sessions. One of the more obvious use-cases of this interaction is what I'm calling the AI interviewer. You can read the full post here: Live demo here: How it works A form trigger is used to start the interview and a new session is created in redis to capture the transcript. An AI agent is then tasked to ask questions to the user regarding the topic of

Generate UGC promo videos with OpenAI, Sora 2 and Blotato for eCommerce

Generate UGC Promo Videos with Blotato and Sora 2 for eCommerce 🧩 Who is this for? This workflow is perfect for eCommerce brands, content creators, and marketing teams who want to automatically generate short, eye-catching videos from their product images — without editing software or manual work. 🚀 What problem does this workflow solve? Creating engaging promotional videos manually can be time-consuming and expensive.