Vector Databases for RAG: An Introduction
Completed by Ayush Agarwal
July 9, 2025
9 hours (approximately)
Ayush Agarwal's account is verified. Coursera certifies their successful completion of Vector Databases for RAG: An Introduction
What you will learn
Differentiate between vector databases and traditional databases based on their functionality and use cases
Execute fundamental database operations in ChromaDB, including updating, deleting, and managing collections
Understand and apply similarity search techniques, both manually and with ChromaDB, and develop recommendation systems using these techniques
Develop a thorough and comprehensive understanding of key internal mechanisms within RAG
Skills you will gain
- Category: Database Management
- Category: Embeddings
- Category: Data Storage Technologies
- Category: LLM Application
- Category: Database Architecture and Administration
- Category: Generative AI
- Category: Retrieval-Augmented Generation
- Category: AI Integrations
- Category: Information Management
- Category: Large Language Modeling
- Category: Database Management Systems
- Category: Databases
