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Imagine you're running a massive LLM in production think 128K context windows, thousands of concurrent users, all hammering your GPU cluster. At some point, you notice something weird: your GPUs aren'

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Custom RAG System with Ollama

Retrieval-Augmented Generation (RAG) systems are gaining significant traction for their ability to retrieve relevant information and generate human-like responses. This article provides an in-depth walkthrough of building a custom RAG system integrat...

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Docker

Containerizing a Live Streaming Platform In an age where real-time content rules the internet, live streaming has taken center stage—whether it’s gaming streams, webinars, or global virtual events. But behind the scenes, live streaming platforms can ...

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Retrieval-Augmented Generation (RAG)

Introduction Retrieval-Augmented Generation (RAG) augments a large language model (LLM) with a dedicated retrieval mechanism to ground its responses on external knowledge. This approach improves both the factual correctness and topical coverage of a ...

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How to Set Up a Local DNS Server with Python - I

Introduction In today’s connected world, DNS servers play a crucial role in translating human-friendly domain names into IP addresses that computers use to identify each other on the network. While many rely on public DNS services, setting up your o...

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Beyond CRUD with GO!

Introduction Go, often known as Golang, is more than simply another programming language; it's a strategic solution designed by Google to tackle the complexity of modern software systems. Go was created in 2009 to meet the demands of developers worki...

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Mastering SOLID Principles in Python

Introduction When it comes to object-oriented programming, SOLID principles are akin to a chef’s recipe for creating delightful, well-structured code dishes. In Python, with its emphasis on readability and simplicity, these principles find a natural ...

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