// TAG: LLM

9 OPERATIONS FOUND

2025.11.08 LOGGED

Guided Project 2: Optimizing a RAG Application with LangCache

Redis AI RAG LLM Node.js Python Project

Build a Retrieval-Augmented Generation (RAG) system and optimize its performance and cost by integrating Redis LangCache for caching retrieval results …

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2025.10.03 LOGGED

Mastering the Microsoft Agent Framework: A Comprehensive Learning Guide

AI Microsoft Agent Framework Python .NET LLM Programming

A comprehensive, beginner-friendly guide to the Microsoft Agent Framework, covering core concepts, advanced topics, and practical projects for …

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2025.08.22 LOGGED

Agentic AI Frameworks: Mastering LangChain/LangGraph for Smart Agents

AI Agentic AI LLM Python LangChain LangGraph CrewAI Automation

A comprehensive guide to building intelligent AI agents using LangChain and LangGraph, covering foundational concepts, tool integration, memory …

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2025.08.22 LOGGED

Decoding Large Language Models: A Deep Dive into LLM Architectures

LLM Deep Learning AI Machine Learning Transformers Architecture

A comprehensive guide to understanding Large Language Model (LLM) architectures, from fundamental types and parameter counts to the specific …

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2025.08.22 LOGGED

LLM Quantization: Making Models Lean for Local Deployment

LLM Deep Learning AI Machine Learning Quantization Model Optimization Local LLMs PyTorch

A comprehensive guide to Large Language Model (LLM) quantization, covering its principles, various techniques (4-bit, 8-bit, GGUF), practical …

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2025.08.22 LOGGED

Local LLM Deployment: Mastering Ollama for Custom Fine-tuned Models

LLM AI Deployment Local LLMs Ollama GGUF Machine Learning

A comprehensive guide to deploying and serving Large Language Models (LLMs) locally, focusing on Ollama for running pre-packaged models, and …

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2025.08.22 LOGGED

Mastering LLM Fine-tuning: Pre-training, SFT, and PEFT for Custom Models

LLM Deep Learning AI Machine Learning Fine-tuning PyTorch Hugging Face

A comprehensive guide to Large Language Model (LLM) pre-training and fine-tuning concepts, covering Supervised Fine-tuning (SFT), Parameter-Efficient …

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2025.08.22 LOGGED

MLOps/LLMOps: Operationalizing Large Language Models and Agentic AI - A Practical Guide

MLOps LLMOps AI Machine Learning Deep Learning DevOps LLM Agentic AI Practical Guide

A comprehensive and practical guide to MLOps and LLMOps principles and practices for managing the lifecycle of Large Language Models and Agentic AI …

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2025.08.22 LOGGED

Retrieval-Augmented Generation (RAG): Enhancing LLMs with External Knowledge - A Practical Guide

AI LLM RAG Deep Learning NLP Vector Database LangChain Practical Guide

A comprehensive and practical guide to Retrieval-Augmented Generation (RAG), covering its core components, document loading, chunking, embedding, …

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