Large language models (LLMs) have become a cornerstone of natural language processing (NLP), generating human-quality text, translating languages, and writing different kinds of creative content. But how do these marvels of machine learning function under the hood? This blog delves into the architectural intricacies of LLMs, exploring the core building blocks, the ingenious transformer model,
Complete Step-by-Step Guide to Integrating LLMs into .NET Core Applications
Overview: This practical guide walks .NET Core developers from zero to production-ready LLM integration. It covers architecture, coding patterns, OpenAI/Azure/Anthropic/Ollama examples, streaming, retrieval-augmented generation (RAG), security, testing, deployment, observability, cost control, prompt engineering, FAQs and common interview questions. Prerequisites Architecture Patterns Project Setup (.NET 6/7/8) Core LLM Service Interface OpenAI [...]
