Tag
RAG
7 posts
RAG Chatbot vs Traditional Chatbot: Which One Should You Use in 2026?
Rule-based, generic LLM, and RAG chatbots look similar from the outside. From the inside, they fail in very different ways. Here is how we think about the choice.
Introducing Uppzy RAG: AI That Answers Only From Your Content
RAG is how we keep AI honest. Here's how Uppzy grounds every answer in your own content.
How to Train a Chatbot on Your Own Data (Without Fine-Tuning)
Half of the 'training' advice online is about fine-tuning. For a business chatbot, you almost never need it. Here is what actually moves the needle — and the mistakes we see teams make.
What Is a RAG Chatbot? A Plain-English Explanation (With Why It Matters)
Every AI chatbot vendor now mentions RAG. Almost none of them explain what it actually is in plain language. Here is the explainer we wish existed when we started building ours.
How RAG Improves Chatbot Accuracy by 10x
Raw LLMs hallucinate. RAG doesn't. Here's the technical reason, and what it means for your support team.
How to Build an AI Chatbot Without Hallucinations (And Why Most Fail)
Hallucination is not a bug you can prompt your way out of. It is a structural property of how generic LLMs work. Here is what it takes to actually build a chatbot that does not make things up.
A Chatbot That Learns From Your Documents: How It Works and When to Use One
Every chatbot vendor now claims the bot 'learns from your documents.' The reality is more specific — and more interesting — than the marketing suggests.