Introduction to Retrieval Augmented Generation (RAG)
Completed by Sana Munquad
May 26, 2025
3 hours (approximately)
Sana Munquad'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: OpenAI API
- Category: AI Workflows
- Category: Retrieval-Augmented Generation
- Category: Token Optimization
- Category: LLM Application
- Category: Large Language Modeling
- Category: Generative AI Agents
- Category: Agentic Workflows
- Category: LangChain
- Category: Tool Calling
- Category: Vector Databases
- Category: Prompt Engineering
