Udemy – Complete Guide Generative AI: LangChain, Agentic AI, RAG 2024-11

Published on: 2024-12-13 20:50:36

Categories: 28

Description

Complete Guide to Generative AI: LangChain, Agentic AI, RAG is a course published by Udemy Online Academy. It is a comprehensive course designed for developers and AI enthusiasts who are eager to explore the dynamic field of Generative AI. The course provides a strong foundation in using LangChain for simple AI workflows, Agentic AI for building autonomous agents, and Retrieval-Augmented Generation (RAG) for efficient knowledge retrieval. Participants will explore practical ways to integrate these tools to develop intelligent systems capable of processing and making decisions in real-time on data.

Whether you are a beginner or looking to deepen your expertise, this course provides a comprehensive experience that starts with the fundamentals of Natural Language Processing (NLP) and Generative AI, giving you the foundational knowledge you need to excel. You’ll learn the basics of Python, ensuring that even those new to programming can fully participate. From there, we move on to advanced implementations of LangChain, where you build real-world applications. You’ll also gain hands-on experience with LangSmith and LangGraph, key tools in the AI ecosystem.

What you will learn in Complete Guide Generative AI: LangChain, Agentic AI, RAG:

NLP Principles
Generative AI Principles
Implementing RAG using Python, VS Code, and LangChain
Longchain and Longchain Ecosystem Libraries (LCEL)
Developing AI Agents
Implementing Vector RAG and Graph RAG
And…

Course specifications

Publisher: Udemy
Instructors: Soumen Kumar Mondal
Language: English
Level: Introductory to Advanced
Number of Lessons: 57
Duration: 7 hours and 53 minutes