What you will learn

• Understand the key differences between traditional and vector databases and why they are increasingly essential in modern data management.

• Gain hands-on experience with Chroma and Pinecone vector databases, including setting up, querying, and managing embeddings.

• Master vector similarity metrics like cosine similarity, Euclidean distance, and dot product to perform data retrieval efficiently.

• Explore the integration of vector databases with Large Language Models (LLMs) and learn how to enhance query responses using AI technologies.