Traditional vs Vector Database
Now let’s understand how traditional relational database differs a vector database through key features.
Comparison of traditional database vs vector database
Vector Database – Empowering Gen AI
Vector databases play a pivotal role in enabling the functionality and efficiency of Generative AI (Gen AI) solutions. Let’s go through them:
- High-dimensional storage: Gen AI models often operate in high-dimensional spaces, requiring efficient storage and retrieval of complex data representations. Vector databases excel in storing and organizing high-dimensional vectors, enabling seamless manipulation and analysis within the multi-dimensional space.