We're thrilled to announce capabilities, our vision extends beyond vectors. We believe the future of search lies in seamlessly combining different search paradigms - semantic search, keyword search, and traditional filtering - all in one unified platform.
This release marks a significant milestone with the introduction of built-in full-text search, bringing us closer to this vision. Along with advanced query optimizations and improved data processing capabilities, Milvus 2.5 represents our commitment to making complex search operations simple and efficient for developers.
Built-in Full-Text Search: Powerful Text Processing Made Simple 🔍
The headline feature of Milvus 2.5 is our new to process your text and updating BM25 statistical information in real-time as you add new data. This ensures optimal search accuracy while significantly reducing implementation complexity.
Enhanced Text and Data Processing 📊
Text Match
Our new analyzers and indexing for precise natural language matching. This feature is particularly valuable when combining text matching with vector similarity search, enabling you to filter search results based on specific terms before performing vector similarity calculations.
Bitmap Index
The new in scalar fields, providing greater flexibility in data management. This feature simplifies data migration from other database systems and helps handle real-world use cases where field values might be unknown or require default settings.
New Beta Features ⚡
A standout beta feature in this release is our new Cluster Management WebUI, designed to tackle the complexity of managing large-scale Milvus deployments. This comprehensive dashboard automatically monitors system health, tracks performance metrics, and alerts you to potential issues before they impact your applications. When the system detects any unhealthy patterns, you'll have direct access to Milvus experts for quick resolution.
We're also testing or join our technical workshop, where we'll demonstrate how to implement full-text search, set up efficient indexes, and leverage these new capabilities in your applications. Our engineers will guide you through practical examples and best practices for getting the most out of Milvus 2.5.
And there's more exciting news on the horizon - Milvus 2.5 is targeted for public preview in Zilliz Cloud in February 2025. Stay tuned to be among the first to experience these powerful features in a fully managed environment where you can focus on building your applications while we handle the infrastructure.
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