Tag: Tools

  • What are LLMs?

    What are LLMs?

    Lately, there’s been a surge in interest around Large Language Models (LLMs) such as GPT-4, Llama 2, and PaLM 2. But what exactly are they? In a nutshell: What are LLMs? Originally, LLMs were designed to understand text, extracting information like sentiment and summarization. But with vast training data, they’ve evolved to program, translate, and…

  • LLaMa 2 + RAG

    LLaMa 2 + RAG

    Want to build ChatGPT for your own data? LLaMa 2 + RAG (Retrieval Augmented Generation) is all you need! But what exactly is RAG? Within a chatbot framework, RAG empowers LLMs like Llama 2 to produce responses that are grounded in contextual relevance. When a user poses a question or a statement, the system consults…