Does your LLMs speak the Truth: Ensure Optimal Reliability of LLMs with the Semantic Layer

Before we dive in, Happy 4th of July to all those who are celebratingfrom the Modern Data 101 Team!🎉Happy Holidays!🍾Diving In: A Glimpse at the State of LLMsAs 2022 drew to a close, ChatGPT burst onto the scene, redefining the boundaries of GenAI and LLM intelligence.Across industries, this LLM proved to be a boon in no time.Today 65% of orgs regularly utilise Gen AI . This overarching number indicates a heavy reliance on Gen AI products including the popular LLMs and different enterprise LLMs as well.SourceWhile several public and internal LLMs eased a lot of clerical tasks and fine-tuned tasks across different industry domains, it simultaneously witnessed a rising curve of critical reviews about their poor performances.