5 Challenges Come with Building LLM-Based Applications

Developing LLM-based applications can offer effective solutions for various issues. However, it’s important to acknowledge and tackle potential challenges such as hallucinations, contextual promptness, dependability, efficient engineering, and security in order to fully utilize the potential of LLMs and ensure satisfactory performance for users. In this article, we will delve into these five critical factors that developers and practitioners must consider when creating LLM applications.

Photo by GR Stocks on Unsplash

Table of Contents:

1. Hallucinations

2. Choosing The Proper Context

3. Reliability And Consistency

4. Prompt Engineering Is Not the Future

5. Prompt Injection Security Problem