Designing LLM apps requires an architecture with components that ground models to ensure reliability and cost control. The meteoric rise of foundation models like GPT-3, PaLM, and Stable Diffusion has ushered in a new era for AI generation. These powerful large language models (LLMs) can now synthesize remarkably human-like text and images when prompted. But…
In this article, we will explore the causes, examples, methods, and remediations to reduce hallucinations in language learning models (LLMs) for more accurate and reliable outputs. As of my experience with language learning models, I have come across numerous instances where these models hallucinate, leading to outputs that deviate from facts or contextual logic. To…
As a Data Strategist with a technical background, I have always been interested in exploring modern technologies that can help me improve my productivity and streamline my work. Recently, I have started using ChatGPT, a large language model trained by OpenAI, to generate content for my blog articles. In this article, I will explain why…
As generative artificial intelligence (AI) systems such as ChatGPT become increasingly sophisticated, private companies are showing increasing interest in using them for a variety of applications, including customer service, content creation, and workflow automation. However, with the benefits of this technology come significant concerns related to privacy, security, and ethics. Private companies must be careful…
