Introduction to Retrieval Augmented Generation (RAG)
Completed by Matias Grinberg
May 29, 2025
3 hours (approximately)
Matias Grinberg'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: Retrieval-Augmented Generation
- Category: LLM Application
- Category: Generative AI Agents
- Category: Large Language Modeling
- Category: Token Optimization
- Category: ChatGPT
- Category: Embeddings
- Category: Google Gemini
- Category: Vector Databases
- Category: Prompt Engineering
- Category: Tool Calling

