Category: LLM

  • How to build your own LLM applications with RAG, Prompt templates, Vector databases?

    LLMs are large language models which have the ability to take natural language inputs and provide a response. This includes generating code, writing an essay, answering questions and much more. Recently, there have been several advanced models launched such as GPT-40, Claude 3 Opus, Claude 3.5 Sonnet, GPT-4, Gemini Pro.  If you are building an…

  • How to create AI chatbots using LLMs and Generative AI

    In our previous article, we talked about the foundational aspects for building LLM applications, such as models, knowledge base, embeddings, model refinement, vector databases. Now lets deep dive into how to build Conversational AI or AI Chatbots using Generative AI. What is an AI chatbot? Conversational AI chatbots are applications which can have human-like conversations…

  • Gemini Pro vs GPT-4: An in-depth comparison of LLM models

    If you’re following the war of generative AI and LLM models, your head must be buzzing with all the new launches, variations, capabilities, and new terminologies. Earlier this year Meta launched Llama-2, which is already stale news. Just in the past few weeks, OpenAI and Google launched  their highly anticipated multimodal LLMs, marking a significant…