Articles

  • 1 month ago | dev.to | Prateek Kumar

    What is MCP and Why Should You Care? If you've ever used AI-powered tools like Cursor or virtual assistants, you might have noticed that they are often limited to specific functionalities—for example, Cursor primarily helps with code-related queries but lacks access to real-time external data. This happens because AI models rely on pre-trained knowledge and don't automatically fetch live data. This is where Model Context Protocol (MCP) servers come in.

  • 2 months ago | dev.to | Prateek Kumar

    Large Language Models (LLMs) have become a cornerstone of modern AI applications, powering chatbots, content generation tools, and code assistants. But how do these models work, and what are the different types of LLMs out there? In this blog, we’ll explore the fundamentals of LLMs, their architectures, training approaches, and how they differ in use cases and performance. At their core, LLMs are advanced machine learning models trained on massive amounts of text data.

  • 2 months ago | dev.to | Prateek Kumar

    IntroductionEver wondered how AI chatbots generate relevant, intelligent responses in real-time? The secret lies in embeddings—the technology that enables AI to understand and process language, images, and data like humans. These powerful numerical representations allow AI to retrieve and generate meaningful content, forming the backbone of Retrieval-Augmented Generation (RAG).

  • 2 months ago | medium.com | Prateek Kumar

    Prateek Kumar·Follow4 min read·--Ever wondered how AI chatbots generate relevant, intelligent responses in real time? The secret lies in embeddings — the technology that enables AI to understand and process language, images, and data like humans. These powerful numerical representations allow AI to retrieve and generate meaningful content, forming the backbone of Retrieval-Augmented Generation (RAG).

  • Nov 18, 2024 | thetechstreetnow.com | Prateek Kumar

    4 minutes ago   expresscomputer.in By: Prateek N. Kumar, Founder & CEO, NeoNiche Integrated Solutions Pvt. Ltd. Digital transformation is reconfiguring industries across the spectrum, and in this hyper-connected world, cybersecurity has emerged as one of the most pressing challenges.

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