Combining LLMs with Knowledge Bases to Prevent Hallucinations // Scott Mackie // LLMs in Prod Con 2

// Abstract
Large Language Models (LLMs) have shown remarkable capabilities in domains such as question-answering and information recall, but every so often, they just make stuff up. In this talk, we'll take a look at “LLM Hallucinations" and explore strategies to keep LLMs grounded and reliable in real-world applications.

We’ll start by walking through an example implementation of an "LLM-powered Support Center" to illustrate the problems caused by hallucinations. Next, I'll demonstrate how leveraging a searchable knowledge base can ensure …

abstract explore hallucinations information knowledge language language models large language large language models llm llm hallucinations llms look prod recall scott strategies talk