Project: Generative AI Applications with RAG and LangChain
Completed by Peiyu Li
June 17, 2025
9 hours (approximately)
Peiyu Li's account is verified. Coursera certifies their successful completion of Project: Generative AI Applications with RAG and LangChain
What you will learn
Gain practical experience building your own real-world generative AI application to showcase in interviews
Create and configure a vector database to store document embeddings and develop a retriever to fetch relevant segments based on user queries
Set up a simple Gradio interface for user interaction and build a question-answering bot using LangChain and a large language model (LLM)
Skills you will gain
- Category: Fine-tuning
- Category: Embeddings
- Category: Retrieval-Augmented Generation
- Category: LLM Application
- Category: Document Management
- Category: Vector Databases
- Category: User Interface (UI)
- Category: Generative AI
