Optimize Vector Databases, Enhance RAG-Driven Generative AI

What this post added

This post details optimizations for Milvus's Datanode buffer write to reduce memory movement overhead, improving data loading and indexing performance. It also discusses performance metrics, benchmarking frameworks (VectorDBBench, vector-db-benchmark), and open datasets for evaluating vector databases. The post highlights the use of tools like `perf` and Intel® vTune™ Profiler for in-depth performance analysis.