I build, write and explore around AI, data, and technology. Sometimes it’s experiments, sometimes it’s just reflections. All of it helps me learn.
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Apr 12, 2025 · 4 min read · 💡 All code and notebooks used in this post are available here → github.com/kdshreyas/rag-comparative-demo Retrieval-Augmented Generation (RAG) has transformed how we build domain-aware AI applications. But while Naive RAG gets you started, advance...
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Mar 7, 2025 · 7 min read · It’s 2025 already and we are in the AI era, we are very aware of the incredible power of large language models (LLMs), and their different use cases like content generation, customer support, code assistance, and data analysis but there are still cer...
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Sep 27, 2024 · 3 min read · Welcome to the first installment of our blog series on generative AI! Let’s dive into language models—those fascinating algorithms that make machines sound almost human. They’ve transformed the way we interact with technology, allowing it to generate...
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Sep 21, 2024 · 7 min read · Overview of Python Environment Management Tools Choosing the right tool for managing Python environments can feel like deciding whether you should cook a five-course meal from scratch or just microwave some leftovers. Luckily, you’ve got options: Ana...
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Jul 12, 2024 · 6 min read · Every week (or sometimes twice a month) at work, we gather together on Friday for a one-hour-long online voluntary meeting. It's our little AI club where we geek out over the latest AI trends and vent about work challenges. Recently, I had the honor ...
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