OpenSearch 3.0 Now Generally Available, with a Focus on Vector Database Performance and Scalability

来源:InfoQ.com

文章摘要

OpenSearch 3.0 introduces significant performance enhancements and new capabilities across its search and analytics engine.

  • The release demonstrates notable query throughput improvements, with some benchmarks showing 46% to 66% increases and significantly reduced P99 latency.
  • Key architectural upgrades include a move to Lucene 9 and the introduction of concurrent segment merges, contributing to optimized indexing and search operations.
  • OpenSearch 3.0 features robust vector search capabilities, positioning it as a critical component for AI/ML applications such as semantic search, recommendation systems, and particularly for providing context to large language models (LLMs).
  • Additional improvements cover comprehensive search engine optimizations, enhanced thread pool and cache management, and overall advancements in system stability and scalability.
OpenSearch 3.0 Now Generally Available, with a Focus on Vector Database Performance and Scalability | MCP 市场