- Generative AI
- Vector Databases
- Document Management
- User Interface (UI)
- Embeddings
- LLM Application
- Retrieval-Augmented Generation
- Natural Language Processing
Project: Generative AI Applications with RAG and LangChain
Completed by Winston Han
April 7, 2025
9 hours (approximately)
Winston Han'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
