@nagenk
Think Boundless: Unleashing the Power of Generative AI
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Jun 27, 2025 · 18 min read · I have been contemplating writing a blog post on RAG applications for quite some time. The idea was to use a RAG application to explain the basic concepts behind Retrieval-Augmented Generation for LLMs and demonstrate how to integrate a Vector DB, RA...
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Mar 23, 2025 · 5 min read · Introduction The Model Context Protocol (MCP) is an open-source standard introduced by Anthropic that allows AI models to interact with external tools and data in a consistent, secure, and extensible way. Anthropic explains MCP as : Think of it as th...
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Mar 22, 2025 · 5 min read · Introduction Large Language Models (LLMs) such as OpenAI's GPT-4 and Anthropic's Claude are groundbreaking technologies that significantly enhance natural language processing capabilities, with recent advancements in reasoning and multi-modal support...
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Feb 4, 2025 · 8 min read · With the noise and disruption created in the AI space with the release of DeepSeek R1, two terms are now heard prominently in the AI landscape: Quantization and Distillation. Today in our blog, let’s see what these terms are and how these processes h...
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Nov 24, 2024 · 4 min read · Large Language Models (LLMs) have revolutionized the way we interact with AI. However, as these models grow in size and capability, so do their computational demands. Speculative decoding is a technique designed to speed up text generation in LLMs wi...
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