qkenr1321559

この講義はLangChainを活用したRAG(Retrieval-Augmented Generation)システムの基本概念と実装方法を扱います。参加者はRAGの核心原理を理解し、LangChainを通じて実際にシステムを構築し、性能を評価する方法を学びます。

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RAGマスター：基礎から上級技法まで（feat. LangChain）

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This lecture covers RAG (Retrieval-Augmented Generation) system fundamentals and implementation using LangChain. Participants will understand RAG's core principles and learn to build and evaluate systems using LangChain.

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Python

RAG Master: From Basics to Advanced Techniques (feat. LangChain)

Introduction

Introduction to LangChain's Key RAG Components

LangChain's LCEL syntax

Data Processing and Embedding Techniques

Vector Store Retriever Utilization and Search Performance Evaluation

Understanding and Utilizing Advanced Search Techniques

LLM Answer Generation and Evaluation