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Learner Reviews & Feedback for Project: Generative AI Applications with RAG and LangChain by IBM

4.8
stars
180 ratings

About the Course

Get ready to put your generative AI engineering skills into practice! In this hands-on guided project, you’ll apply the knowledge and techniques gained throughout the previous courses in the program to build your own real-world generative AI application. You’ll begin by filling in key knowledge gaps, such as using LangChain’s document loaders to ingest documents from various sources. You’ll then explore and apply text-splitting strategies to improve model responsiveness and use IBM watsonx to embed documents. These embeddings will be stored in a vector database, which you’ll connect to LangChain to develop an effective document retriever. As your project progresses, you’ll implement retrieval-augmented generation (RAG) to enhance retrieval accuracy, construct a question-answering bot, and build a simple Gradio interface for interactive model responses. By the end of the course, you’ll have a complete, portfolio-ready AI application that showcases your skills and serves as compelling evidence of your ability to engineer real-world generative AI solutions. If you're ready to elevate your career with hands-on experience, enroll today and take the next step toward becoming a confident AI engineer....

Top reviews

S

Dec 18, 2024

The best of the one of AI foundation courser, Thanks a lot, only this course give code detail material, really learned a lot, Super, Bravo!

HA

Aug 18, 2025

Simply great! Learnt a lot and also enjoyed the labs!

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26 - 28 of 28 Reviews for Project: Generative AI Applications with RAG and LangChain

By FRANCISCO J M S

•

Oct 30, 2025

A well-structured course with clear and achievable objectives, though the use of translation tools should be improved, as many terms lose their meaning in translation and confuse students who don’t refer to the original English material.

By Sathish S

•

Feb 27, 2025

Helped me to get comfortable with hands-on with simple examples and explanations. Together with the coach bot, it helped me in understanding things better. Project at the end was a good way to summarize what i learnt in the course.

By Seng W W

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Aug 30, 2025

very informative