Fundamentals of AI Agents Using RAG and LangChain
This course is part of multiple programs. Learn more.
Course Cost
Free course
Intermediate
Skill Level
7 Hours
Self-paced Video lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Generative AI Engineering with LLMs Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
What you'll learn
Master RAG implementation for enhanced AI applications
Develop proficiency in prompt engineering and in-context learning
Build AI agents using LangChain framework and tools
Implement vector databases for efficient information retrieval
Create interactive document retrieval systems
Develop chatbots with advanced response capabilities
Skills you'll gain
This course includes:
0.87 Hours PreRecorded video
4 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate

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There are 2 modules in this course
This comprehensive course teaches the fundamentals of building AI agents using Retrieval Augmented Generation (RAG) and LangChain frameworks. Students learn essential skills in implementing RAG processes, working with encoders and the FAISS library, and mastering advanced prompt engineering techniques. The curriculum covers LangChain tools, components, and chat models, with hands-on experience in developing applications using integrated LLM technologies.
RAG Framework
Module 1 · 2 Hours to complete
Prompt Engineering and LangChain
Module 2 · 4 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: IBM AI Engineering Professional Certificate, Generative AI Engineering with LLMs, IBM Generative AI Engineering Professional Certificate
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
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