Digital

Before diving into my RAG (Retrieval-Augmented Generation) project, I decided to explore LangSmith. The project I’m about to undertake has the potential to become increasingly complex as it progresses. With complex code, errors can often arise, and addressing these issues can be challenging. This is where LangSmith comes in as a helpful tool. LangSmith is […]

In this blog post, I aim to explore the fundamentals of RAG (Retrieval Augmented Generation), step-by-step, and share insights into its advantages, mechanisms, and fine-tuning methods as I embark on a project to build my own RAG-powered AI Agent. While 2023 was the year of Large Language Models (LLMs) like ChatGPT and LLaMA, many experts