Posts in Category: N8N

N8N vs. Make.com AI Agents: A Deep Dive Comparison

The buzz around AI agents is undeniable, but choosing the right platform to build them can feel overwhelming. Are you weighing Make.com's extensive integrations against N8N's flexible architecture? This article cuts through the noise, providing a detailed head-to-head comparison of their AI Agent ca...…
in AI, Automation, N8N, Make.com
N8N vs. Make.com AI Agents: A Deep Dive Comparison

Beyond Standard RAG: Fixing the 'Lost Context' Problem with Advanced Retrieval Techniques

Is your RAG agent struggling with accuracy or making things up? The culprit might be the 'lost context problem,' where chunking separates vital information from its original meaning. This article dives into why standard RAG falls short and introduces two powerful techniques—Late Chunking and Context...…
in AI, LLMs, N8N, RAG
Beyond Standard RAG: Fixing the 'Lost Context' Problem with Advanced Retrieval Techniques

CAG vs. RAG in N8N: Choosing the Right Retrieval Technique for Your AI Workflows

Large Language Model (LLM) context windows have exploded recently, paving the way for techniques like Cache-Augmented Generation (CAG). But does this newcomer replace the established Retrieval-Augmented Generation (RAG)? This article dives deep into both methods, exploring their mechanics, pros, con...…
in AI, LLMs, N8N, Automation
CAG vs. RAG in N8N: Choosing the Right Retrieval Technique for Your AI Workflows

Beyond Basic RAG: Building an Agentic AI Research Assistant with N8N

Struggling with RAG's limitations like complex queries and single data source lookups? What if your AI could think, reason, and validate information like a real research assistant? This article is for content creators, N8N users, and AI enthusiasts looking to build a powerful Agentic RAG system. Dis...…
in AI, Automation, N8N, Content Creation
Beyond Basic RAG: Building an Agentic AI Research Assistant with N8N