Introduction to Retrieval Augmented Generation (RAG)
Completed by Fauzi Nur Iman
August 17, 2025
3 hours (approximately)
Fauzi Nur Iman's account is verified. Coursera certifies their successful completion of Introduction to Retrieval Augmented Generation (RAG)
What you will learn
Demonstrate Large Language Model capabilities in Natural Language based Automations.
Demonstrate the use of RAG Applications in a range of problems they can solve.
Use Vector Databases as a Storage Medium of Language Embeddings in RAG Applications.
Develop RAG Applications using LLM Frameworks, Models and Vector Databases.
Skills you will gain
- Category: Tool Calling
- Category: LangChain
- Category: Retrieval-Augmented Generation
- Category: Token Optimization
- Category: OpenAI API
- Category: Vector Databases
- Category: Prompt Engineering
- Category: LLM Application
- Category: Large Language Modeling
- Category: Generative AI Agents
- Category: Agentic Workflows
- Category: AI Workflows
