AI Development
10 min read
Vector Databases for AI Applications
December 28, 2024•By Talha
# Vector Databases for AI Applications
Vector databases are becoming increasingly important in the AI landscape. This guide explains what they are and how to use them effectively.
## What are Vector Databases?
Vector databases are specialized databases designed to store and query high-dimensional vectors efficiently.
## Use Cases
- Semantic search
- Recommendation systems
- RAG applications
- Image similarity search
## Popular Vector Databases
- Pinecone
- Weaviate
- Chroma
- Qdrant
This comprehensive guide covers everything you need to know about vector databases for AI applications.