Project - Building a RAG Chatbot from Your Website Data using OpenAI and Langchain

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What are LLMs?

The world of AI has seen a significant shift with the emergence of Large Language Models (LLMs). You would have probably used one of the LLMs such as ChatGPT, Gemini, etc. You’ve probably experienced its magic, admired how it can chat meaningfully, and maybe even wondered how it all works inside.

LLMs are powerful AI systems trained on massive amounts of text data, allowing them to understand and generate human-like language with remarkable fluency. The input that we provide to LLMs is called prompt.

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Here's how LLMs have revolutionized the AI industry:

  1. Understanding Complexities of Language: LLMs can grasp the nuances of language, including sarcasm, humor, and different writing styles. This allows them to interpret user intent more accurately and respond in a way that feels natural.
  2. Generating Creative Text Formats: LLMs can not only understand but also generate different creative text formats. They can write poems, translate languages, compose scripts, and even create different programming codes.
  3. Adaptability and Personalization: LLMs can adapt to specific contexts and situations. This opens doors for personalized experiences in various applications, including chatbots.
  4. Software Development: LLM models like GitHub Copilot are already supercharging the IT industry.
  5. Marketing and Advertising: Businesses are using Gen AI to create personalized content and ad campaigns, with click-through rates increasing by 300% in some cases.

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These are just a few examples, and the potential for LLMs is vast. As LLM technology continues to evolve, we can expect even more sophisticated and engaging chatbots than ChatGPT or Gemini that can revolutionize the way we interact with machines.


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