jackcoding

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.

pdstudio

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

이론과 실습 한 번에

이론 실습 모두

ai검색

AI검색

입문

초급

중급이상

검색증강생성

랭체인

LangChain

대규모 언어 모델

Chatbot

파이썬

Python

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