Pere

This n8n telegram bot tutorial shows you things most people don’t realize are possible: text a message to trigger an automation, get AI-generated answers sent directly to your phone, or approve AI output before it gets published — all without writing any code. This n8n telegram integration tutorial shows that Telegram is more than a […]

A text classifier is an automated system that categorizes text into predefined labels or classes based on its content. It’s a powerful tool widely used in natural language processing (NLP) to make sense of large volumes of textual data. For instance, a text classifier can automatically sort emails into spam or not spam, determine the […]

The Date & Time node in n8n might look simple at first glance, but it’s one of the most versatile tools for managing, transforming, and comparing timestamps in your workflows. Whether you’re logging events, calculating time differences, or generating dynamic timestamps for API requests, understanding this node unlocks a ton of automation potential. In this […]

When working with incoming data, it’s often essential to extract meaningful, structured information for further analysis or automation. The Information Extractor node provides an efficient way to achieve this. Before extraction, it’s important to convert any binary data into text. This ensures that the extractor can accurately interpret and process the content. Once the text […]

Sentiment analysis is one of the most practical applications of artificial intelligence and natural language processing (NLP). It allows us to automatically evaluate whether a piece of text expresses a positive, negative, or neutral sentiment. Businesses, creators, and data analysts use sentiment analysis to understand audience reactions, monitor brand reputation, and interpret feedback. Before we […]

If you’re building larger n8n workflows, you’ve probably hit a point where letting AI run completely unchecked isn’t an option. Maybe you’re in an enterprise environment where policy requires a human to review AI-generated content before it goes anywhere. Maybe you just want a safety net before an action is irreversible. That’s exactly what n8n […]

Retrieval-Augmented Generation (RAG) systems have become one of the most effective architectures for building intelligent, context-aware AI applications. Whether you’re developing a chatbot that answers questions based on documentation or an AI assistant that searches through proprietary files, one of the most critical components in your RAG pipeline is vector embeddings. This article will explain […]

Retrieval-Augmented Generation (RAG) is one of the most powerful techniques for building intelligent, context-aware AI applications. One of the earliest and most crucial steps in a RAG pipeline is chunking,  i.e splitting large documents into smaller, digestible pieces so they can be efficiently processed, embedded, and stored in a vector database. This article explains how […]

Working with binary data in n8n has always been a bit tricky for many users. Whether you’re handling file uploads, extracting data from documents, or converting between formats, the process used to feel cumbersome and confusing. Fortunately, n8n recently released a major update  that makes working with binary data easier, more flexible, and much more […]

Monday.com is one of the most popular task and project management platforms available today, widely used by teams to manage workflows, track progress, and collaborate efficiently. n8n is a powerful workflow automation tool that allows you to connect different services, APIs, and apps, helping you automate repetitive tasks and integrate data between platforms. In this […]