Amidst the prevalent myths and misconceptions about what LLMs can and cannot do, it's crucial to have a clear perspective on their practical applications. This is an attempt to provide you with a mental model, detailing various levels at which LLMs operate, which can help you determine where

Is it a good time to short NVidia? It's no secret that NVidia is one of the best-performing assets in a bucket of S&P500, dragging the entire market up. So, it would make sense to think about where the price would find its resistance and what

Intro I always had this feeling that I never properly understood the various areas of machine learning. There is deep learning and there is machine learning, and then there are different models, each trained differently and designed to work with different types of data. It was a mess in my

Summary * Cost Efficiency: APIs are generally more cost-effective for heavy users due to payment based on actual usage, unlike fixed monthly subscriptions which may include usage limits. * Local Hardware Expenses: High-end GPUs like the Nvidia RTX 3090 or RTX 4090 incur significant upfront and ongoing electricity costs, making them less

I. What is LangChain? The development of large language models (LLMs) like OpenAI's GPT-4 has completely changed the field of artificial intelligence. These models are a huge step forward in natural language processing because they can understand, create, and interact in language that sounds like it was spoken