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We designed this guide for the risk-sensitive enterprises that need to start considering their AI adoption strategy to remain competitive, but have little tolerance for data integrity or privacy-related risks. It outlines a range of techniques, such as optimizing LLM accuracy, adding guardrails, running AI models locally in the workflow

Learn how to build an AI chatbot step by step using n8n. From defining your chatbot’s purpose to integrating LLMs, external data, and memory for context—this guide covers everything you need to create a powerful, automated chatbot.

We like drinking our own champagne at n8n, so when it came to rebuilding our internal AI assistant, we decided to see if we could do it using our own tooling. And as engineers who think in code, it was an enticing challenge to step away from the command line

Explore the top 20 LLMs for coding and get free n8n workflow templates to integrate AI into your development process. Optimize automation, debugging, and code generation.

This guide explains the fundamentals of AI agents and shows you how to build them using n8n, with practical examples for software developers.

Discover these top 11 open-source LLMs and build advanced AI workflows with n8n LangChain integration.

As we dive into 2025, we're taking a moment to reflect on our achievements throughout 2024. We've grown a lot as a team, as a global community, and as a product, and we've done more than we can possibly share in one blogpost. We’ll try though! Here's an overview of our highlights.

Learn how to build powerful RAG chatbots with n8n's visual workflow automation. This step-by-step guide demonstrates how to connect to any knowledge source, index it in a vector database, and create an AI-powered chatbot that provides accurate, context-aware answers.

Learn how LLM agents are transforming enterprise automation in 2025. Discover core components, use cases, and how to build intelligent workflows with n8n for IT, security, and DevOps.

Learn how to implement intelligent, adaptive AI agentic workflows in n8n. From single agents to multi-agent teams: discover key patterns for advanced automation!