Generative AI Archives

Understanding Generative AI: Concepts, Techniques, and Applications

While AI has been a buzzword for years, generative AI, particularly the emergence of ChatGPT in 2022, has catapulted it into the global spotlight. This breakthrough has triggered an unprecedented wave of AI development and implementation across industries. What is Generative AI Generative AI, unlike traditional AI that focuses on analysis and prediction, is designed […]

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RAG: The Future of Generative AI and How It Works.

Generative AI / Anil Tiwari

Imagine being able to have an AI assistant that not only understands your requests but also has instant access to real-time, relevant information to answer them perfectly. That’s the promise of Retrieval-Augmented Generation (RAG), a cutting-edge approach that’s revolutionizing the way artificial intelligence interacts with the world. So, what exactly is RAG? Unlike traditional large language models

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Vector Databses: Riding the AI Wave

Generative AI / Anil Tiwari

With release of GPT models, Vector databases are gaining huge popularity and are coming into limelight. Vector databases will power next generation AI applications and will serve as long term memory to LLM (large language model) based applications and workflows. Why need Vector Databases? In early days of internet, data was mostly structured data, which

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Create a Custom ChatGPT Assistant with Your Documents

Generative AI / Anil Tiwari

We are going to build custom ChatGPT using your own document library. We are going to take advantage of latest development in large language models (LLM) like OpenAI GPT-3, GTP-4. There are 2 approaches to build question/answering system using LLM (Large language model). 1. Fine tune GPT If you fine tune GPT, it will not

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What is chatgpt?

Artificial Intelligence, Generative AI / Anil Tiwari

Everyone is talking about ChatGPT these days. Everyone is asking about, how it works? how the magic happens? These curious questions are being asked by lot of non-technical background peoples around me. I will try to explain here how ChatGPT works without going into technical details. Since the release of ChatGPT from last year (Nov

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