If you are implementing a generative AI solution using Large Language Models (LLMs), you should consider a strategy that uses Retrieval-Augmented Generation (RAG) to build contextually aware prompts for your LLM. An important process that occurs in the preproduction pipeline of a RAG-enabled LLM is the chunking of document text so that only the most relevant sections of a document

In mid-2024, creating an AI demo that impresses and excites can be easy. Take a strong developer, some clever prompt experimentation, and a few API calls to a powerful foundation model and you can often build a bespoke AI bot in an afternoon. Add in a library like langchain or llamaindex to augment your LLM with a bit of custom

Anyone who has worked in a team environment knows that every successful team has one go-to person—that special individual who can help you regardless of the nature of your problem. On a traditional software development team, this individual is an expert programmer and is also an expert in one other technology, which could be a database technology like Snowflake