Best Practices for Atlas Vector Search Performance

Learning Byte Overview:

In this Learning Byte, review some best practices for optimizing your Atlas Vector Search instance. Start measuring performance using built-in monitoring to gauge performance. Evaluate key considerations to help you optimize vector embeddings without sacrificing performance. Explore techniques to enhance indexing efficiency and methods for improving query performance.

Chapters in this Learning Byte:

• Chapter 1: Introduction
• Chapter 2: Elements of High Performance
• Chapter 3:Performance Monitoring
• Chapter 4: Reduce Vector Dimensions
• Chapter 5: Ensure Enough Memory
• Chapter 6: Avoid Indexing During Queries
• Chapter 7: Warm the Filesystem Cache
• Chapter 8: Exclude Vector Fields from the Results
• Chapter 9: CPU Bottlenecking
• Chapter 10: Learn More