Introduction to Retrieval Augmented Generation (RAG)
Completed by Mahek Dharmesh Sota
April 19, 2025
3 hours (approximately)
Mahek Dharmesh Sota'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: Large Language Modeling
- Category: Generative AI Agents
- Category: LangChain
- Category: Retrieval-Augmented Generation
- Category: Token Optimization
- Category: Tool Calling
- Category: Prompt Engineering
- Category: Vector Databases
- Category: AI Workflows
- Category: OpenAI API
- Category: Agentic Workflows
- Category: LLM Application
